id	sid	tid	token	lemma	pos
ital-13279	1	1	text	text	NOUN
ital-13279	1	2	analysis	analysis	NOUN
ital-13279	1	3	and	and	CCONJ
ital-13279	1	4	visualization	visualization	NOUN
ital-13279	1	5	research	research	NOUN
ital-13279	1	6	on	on	ADP
ital-13279	1	7	the	the	DET
ital-13279	1	8	hetu	hetu	NOUN
ital-13279	1	9	dangse	dangse	VERB
ital-13279	1	10	during	during	ADP
ital-13279	1	11	the	the	DET
ital-13279	1	12	qing	qing	NOUN
ital-13279	1	13	dynasty	dynasty	NOUN
ital-13279	1	14	of	of	ADP
ital-13279	1	15	china	china	PROPN
ital-13279	1	16	article	article	NOUN
ital-13279	1	17	text	text	NOUN
ital-13279	1	18	analysis	analysis	NOUN
ital-13279	1	19	and	and	CCONJ
ital-13279	1	20	visualization	visualization	NOUN
ital-13279	1	21	research	research	NOUN
ital-13279	1	22	on	on	ADP
ital-13279	1	23	the	the	DET
ital-13279	1	24	hetu	hetu	NOUN
ital-13279	1	25	dangse	dangse	VERB
ital-13279	1	26	during	during	ADP
ital-13279	1	27	the	the	DET
ital-13279	1	28	qing	qing	NOUN
ital-13279	1	29	dynasty	dynasty	NOUN
ital-13279	1	30	of	of	ADP
ital-13279	1	31	china	china	PROPN
ital-13279	1	32	zhiyu	zhiyu	PROPN
ital-13279	1	33	wang	wang	PROPN
ital-13279	1	34	,	,	PUNCT
ital-13279	1	35	jingyu	jingyu	PROPN
ital-13279	1	36	wu	wu	PROPN
ital-13279	1	37	,	,	PUNCT
ital-13279	1	38	guang	guang	PROPN
ital-13279	1	39	yu	yu	PROPN
ital-13279	1	40	,	,	PUNCT
ital-13279	1	41	and	and	CCONJ
ital-13279	1	42	zhiping	zhipe	VERB
ital-13279	1	43	song	song	NOUN
ital-13279	1	44	information	information	NOUN
ital-13279	1	45	technology	technology	NOUN
ital-13279	1	46	and	and	CCONJ
ital-13279	1	47	libraries	library	NOUN
ital-13279	1	48	|	|	NOUN
ital-13279	1	49	september	september	PROPN
ital-13279	1	50	2021	2021	NUM
ital-13279	1	51	https://doi.org/10.6017/ital.v40i3.13279	https://doi.org/10.6017/ital.v40i3.13279	PROPN
ital-13279	1	52	zhiyu	zhiyu	NOUN
ital-13279	1	53	wang	wang	PROPN
ital-13279	1	54	(	(	PUNCT
ital-13279	1	55	mikemike248@gmail.com	mikemike248@gmail.com	PROPN
ital-13279	1	56	)	)	PUNCT
ital-13279	1	57	is	be	AUX
ital-13279	1	58	phd	phd	NOUN
ital-13279	1	59	candidate	candidate	NOUN
ital-13279	1	60	,	,	PUNCT
ital-13279	1	61	school	school	NOUN
ital-13279	1	62	of	of	ADP
ital-13279	1	63	management	management	NOUN
ital-13279	1	64	,	,	PUNCT
ital-13279	1	65	harbin	harbin	PROPN
ital-13279	1	66	institute	institute	PROPN
ital-13279	1	67	of	of	ADP
ital-13279	1	68	technology	technology	NOUN
ital-13279	1	69	and	and	CCONJ
ital-13279	1	70	associate	associate	NOUN
ital-13279	1	71	professor	professor	NOUN
ital-13279	1	72	,	,	PUNCT
ital-13279	1	73	school	school	NOUN
ital-13279	1	74	of	of	ADP
ital-13279	1	75	history	history	NOUN
ital-13279	1	76	,	,	PUNCT
ital-13279	1	77	liaoning	liaoning	PROPN
ital-13279	1	78	university	university	PROPN
ital-13279	1	79	.	.	PUNCT
ital-13279	2	1	jingyu	jingyu	PROPN
ital-13279	2	2	wu	wu	PROPN
ital-13279	2	3	(	(	PUNCT
ital-13279	2	4	734665532@qq.com	734665532@qq.com	NUM
ital-13279	2	5	)	)	PUNCT
ital-13279	2	6	is	be	AUX
ital-13279	2	7	graduate	graduate	NOUN
ital-13279	2	8	student	student	NOUN
ital-13279	2	9	,	,	PUNCT
ital-13279	2	10	school	school	NOUN
ital-13279	2	11	of	of	ADP
ital-13279	2	12	history	history	NOUN
ital-13279	2	13	,	,	PUNCT
ital-13279	2	14	liaoning	liaoning	PROPN
ital-13279	2	15	university	university	PROPN
ital-13279	2	16	.	.	PUNCT
ital-13279	3	1	guang	guang	PROPN
ital-13279	3	2	yu	yu	PROPN
ital-13279	3	3	(	(	PUNCT
ital-13279	3	4	yug@hit.edu.cn	yug@hit.edu.cn	PROPN
ital-13279	3	5	)	)	PUNCT
ital-13279	3	6	is	be	AUX
ital-13279	3	7	professor	professor	NOUN
ital-13279	3	8	,	,	PUNCT
ital-13279	3	9	school	school	NOUN
ital-13279	3	10	of	of	ADP
ital-13279	3	11	management	management	NOUN
ital-13279	3	12	,	,	PUNCT
ital-13279	3	13	harbin	harbin	PROPN
ital-13279	3	14	institute	institute	PROPN
ital-13279	3	15	of	of	ADP
ital-13279	3	16	technology	technology	NOUN
ital-13279	3	17	.	.	PUNCT
ital-13279	4	1	zhiping	zhiping	NOUN
ital-13279	4	2	song	song	NOUN
ital-13279	4	3	(	(	PUNCT
ital-13279	4	4	1367123893@qq.com	1367123893@qq.com	NUM
ital-13279	4	5	)	)	PUNCT
ital-13279	4	6	is	be	AUX
ital-13279	4	7	graduate	graduate	NOUN
ital-13279	4	8	student	student	NOUN
ital-13279	4	9	,	,	PUNCT
ital-13279	4	10	school	school	NOUN
ital-13279	4	11	of	of	ADP
ital-13279	4	12	history	history	NOUN
ital-13279	4	13	,	,	PUNCT
ital-13279	4	14	liaoning	liaoning	PROPN
ital-13279	4	15	university	university	NOUN
ital-13279	4	16	.	.	PUNCT
ital-13279	5	1	©	©	ADJ
ital-13279	5	2	2021	2021	NUM
ital-13279	5	3	.	.	PUNCT
ital-13279	6	1	abstract	abstract	ADV
ital-13279	6	2	in	in	ADP
ital-13279	6	3	traditional	traditional	ADJ
ital-13279	6	4	historical	historical	ADJ
ital-13279	6	5	research	research	NOUN
ital-13279	6	6	,	,	PUNCT
ital-13279	6	7	interpreting	interpret	VERB
ital-13279	6	8	historical	historical	ADJ
ital-13279	6	9	documents	document	NOUN
ital-13279	6	10	subjectively	subjectively	ADV
ital-13279	6	11	and	and	CCONJ
ital-13279	6	12	manually	manually	ADV
ital-13279	6	13	causes	cause	VERB
ital-13279	6	14	problems	problem	NOUN
ital-13279	6	15	such	such	ADJ
ital-13279	6	16	as	as	ADP
ital-13279	6	17	one	one	NUM
ital-13279	6	18	-	-	PUNCT
ital-13279	6	19	sided	sided	ADJ
ital-13279	6	20	understanding	understanding	NOUN
ital-13279	6	21	,	,	PUNCT
ital-13279	6	22	selective	selective	ADJ
ital-13279	6	23	analysis	analysis	NOUN
ital-13279	6	24	,	,	PUNCT
ital-13279	6	25	and	and	CCONJ
ital-13279	6	26	one	one	NUM
ital-13279	6	27	-	-	PUNCT
ital-13279	6	28	way	way	NOUN
ital-13279	6	29	knowledge	knowledge	NOUN
ital-13279	6	30	connection	connection	NOUN
ital-13279	6	31	.	.	PUNCT
ital-13279	7	1	in	in	ADP
ital-13279	7	2	this	this	DET
ital-13279	7	3	study	study	NOUN
ital-13279	7	4	,	,	PUNCT
ital-13279	7	5	we	we	PRON
ital-13279	7	6	aim	aim	VERB
ital-13279	7	7	to	to	PART
ital-13279	7	8	use	use	VERB
ital-13279	7	9	machine	machine	NOUN
ital-13279	7	10	learning	learning	NOUN
ital-13279	7	11	to	to	PART
ital-13279	7	12	automatically	automatically	ADV
ital-13279	7	13	analyze	analyze	VERB
ital-13279	7	14	and	and	CCONJ
ital-13279	7	15	explore	explore	VERB
ital-13279	7	16	historical	historical	ADJ
ital-13279	7	17	documents	document	NOUN
ital-13279	7	18	from	from	ADP
ital-13279	7	19	a	a	DET
ital-13279	7	20	text	text	NOUN
ital-13279	7	21	analysis	analysis	NOUN
ital-13279	7	22	and	and	CCONJ
ital-13279	7	23	visualization	visualization	NOUN
ital-13279	7	24	perspective	perspective	NOUN
ital-13279	7	25	.	.	PUNCT
ital-13279	8	1	this	this	DET
ital-13279	8	2	technology	technology	NOUN
ital-13279	8	3	solves	solve	VERB
ital-13279	8	4	the	the	DET
ital-13279	8	5	problem	problem	NOUN
ital-13279	8	6	of	of	ADP
ital-13279	8	7	large	large	ADJ
ital-13279	8	8	-	-	PUNCT
ital-13279	8	9	scale	scale	NOUN
ital-13279	8	10	historical	historical	ADJ
ital-13279	8	11	data	datum	NOUN
ital-13279	8	12	analysis	analysis	NOUN
ital-13279	8	13	that	that	PRON
ital-13279	8	14	is	be	AUX
ital-13279	8	15	difficult	difficult	ADJ
ital-13279	8	16	for	for	SCONJ
ital-13279	8	17	humans	human	NOUN
ital-13279	8	18	to	to	PART
ital-13279	8	19	read	read	VERB
ital-13279	8	20	and	and	CCONJ
ital-13279	8	21	intuitively	intuitively	ADV
ital-13279	8	22	understand	understand	VERB
ital-13279	8	23	.	.	PUNCT
ital-13279	9	1	in	in	ADP
ital-13279	9	2	this	this	DET
ital-13279	9	3	study	study	NOUN
ital-13279	9	4	,	,	PUNCT
ital-13279	9	5	we	we	PRON
ital-13279	9	6	use	use	VERB
ital-13279	9	7	the	the	DET
ital-13279	9	8	historical	historical	ADJ
ital-13279	9	9	documents	document	NOUN
ital-13279	9	10	of	of	ADP
ital-13279	9	11	the	the	DET
ital-13279	9	12	qing	qing	NOUN
ital-13279	9	13	dynasty	dynasty	NOUN
ital-13279	9	14	hetu	hetu	PROPN
ital-13279	9	15	dangse	dangse	NOUN
ital-13279	9	16	,	,	PUNCT
ital-13279	9	17	preserved	preserve	VERB
ital-13279	9	18	in	in	ADP
ital-13279	9	19	the	the	DET
ital-13279	9	20	archives	archive	NOUN
ital-13279	9	21	of	of	ADP
ital-13279	9	22	liaoning	liaoning	PROPN
ital-13279	9	23	province	province	NOUN
ital-13279	9	24	,	,	PUNCT
ital-13279	9	25	as	as	ADP
ital-13279	9	26	data	datum	NOUN
ital-13279	9	27	analysis	analysis	NOUN
ital-13279	9	28	samples	sample	NOUN
ital-13279	9	29	.	.	PUNCT
ital-13279	10	1	china	china	PROPN
ital-13279	10	2	’s	’s	PART
ital-13279	10	3	hetu	hetu	PROPN
ital-13279	10	4	dangse	dangse	PROPN
ital-13279	10	5	is	be	AUX
ital-13279	10	6	the	the	DET
ital-13279	10	7	largest	large	ADJ
ital-13279	10	8	qing	qing	NOUN
ital-13279	10	9	dynasty	dynasty	NOUN
ital-13279	10	10	thematic	thematic	ADJ
ital-13279	10	11	archive	archive	NOUN
ital-13279	10	12	with	with	ADP
ital-13279	10	13	manchu	manchu	PROPN
ital-13279	10	14	and	and	CCONJ
ital-13279	10	15	chinese	chinese	ADJ
ital-13279	10	16	characters	character	NOUN
ital-13279	10	17	in	in	ADP
ital-13279	10	18	the	the	DET
ital-13279	10	19	world	world	NOUN
ital-13279	10	20	.	.	PUNCT
ital-13279	11	1	through	through	ADP
ital-13279	11	2	word	word	NOUN
ital-13279	11	3	frequency	frequency	NOUN
ital-13279	11	4	analysis	analysis	NOUN
ital-13279	11	5	,	,	PUNCT
ital-13279	11	6	correlation	correlation	NOUN
ital-13279	11	7	analysis	analysis	NOUN
ital-13279	11	8	,	,	PUNCT
ital-13279	11	9	co	co	NOUN
ital-13279	11	10	-	-	NOUN
ital-13279	11	11	word	word	NOUN
ital-13279	11	12	clustering	clustering	NOUN
ital-13279	11	13	,	,	PUNCT
ital-13279	11	14	word2vec	word2vec	NOUN
ital-13279	11	15	model	model	NOUN
ital-13279	11	16	,	,	PUNCT
ital-13279	11	17	and	and	CCONJ
ital-13279	11	18	svm	svm	PROPN
ital-13279	11	19	(	(	PUNCT
ital-13279	11	20	support	support	VERB
ital-13279	11	21	vector	vector	NOUN
ital-13279	11	22	machines	machine	NOUN
ital-13279	11	23	)	)	PUNCT
ital-13279	11	24	algorithms	algorithm	NOUN
ital-13279	11	25	,	,	PUNCT
ital-13279	11	26	we	we	PRON
ital-13279	11	27	visualize	visualize	VERB
ital-13279	11	28	historical	historical	ADJ
ital-13279	11	29	documents	document	NOUN
ital-13279	11	30	,	,	PUNCT
ital-13279	11	31	reveal	reveal	VERB
ital-13279	11	32	the	the	DET
ital-13279	11	33	relationships	relationship	NOUN
ital-13279	11	34	between	between	ADP
ital-13279	11	35	functions	function	NOUN
ital-13279	11	36	of	of	ADP
ital-13279	11	37	the	the	DET
ital-13279	11	38	government	government	NOUN
ital-13279	11	39	departments	department	NOUN
ital-13279	11	40	in	in	ADP
ital-13279	11	41	the	the	DET
ital-13279	11	42	shengjing	shengjing	NOUN
ital-13279	11	43	area	area	NOUN
ital-13279	11	44	of	of	ADP
ital-13279	11	45	the	the	DET
ital-13279	11	46	qing	qing	NOUN
ital-13279	11	47	dynasty	dynasty	NOUN
ital-13279	11	48	,	,	PUNCT
ital-13279	11	49	achieve	achieve	VERB
ital-13279	11	50	the	the	DET
ital-13279	11	51	automatic	automatic	ADJ
ital-13279	11	52	classification	classification	NOUN
ital-13279	11	53	of	of	ADP
ital-13279	11	54	historical	historical	ADJ
ital-13279	11	55	archives	archive	NOUN
ital-13279	11	56	,	,	PUNCT
ital-13279	11	57	improve	improve	VERB
ital-13279	11	58	the	the	DET
ital-13279	11	59	efficient	efficient	ADJ
ital-13279	11	60	use	use	NOUN
ital-13279	11	61	of	of	ADP
ital-13279	11	62	historical	historical	ADJ
ital-13279	11	63	materials	material	NOUN
ital-13279	11	64	as	as	ADV
ital-13279	11	65	well	well	ADV
ital-13279	11	66	as	as	ADP
ital-13279	11	67	build	build	VERB
ital-13279	11	68	connections	connection	NOUN
ital-13279	11	69	between	between	ADP
ital-13279	11	70	historical	historical	ADJ
ital-13279	11	71	knowledge	knowledge	NOUN
ital-13279	11	72	.	.	PUNCT
ital-13279	12	1	through	through	ADP
ital-13279	12	2	this	this	PRON
ital-13279	12	3	,	,	PUNCT
ital-13279	12	4	archivists	archivist	NOUN
ital-13279	12	5	can	can	AUX
ital-13279	12	6	be	be	AUX
ital-13279	12	7	guided	guide	VERB
ital-13279	12	8	practically	practically	ADV
ital-13279	12	9	in	in	ADP
ital-13279	12	10	historical	historical	ADJ
ital-13279	12	11	materials	material	NOUN
ital-13279	12	12	’	'	PUNCT
ital-13279	12	13	management	management	NOUN
ital-13279	12	14	and	and	CCONJ
ital-13279	12	15	compilation	compilation	NOUN
ital-13279	12	16	.	.	PUNCT
ital-13279	13	1	introduction	introduction	NOUN
ital-13279	13	2	china	china	PROPN
ital-13279	13	3	has	have	VERB
ital-13279	13	4	a	a	DET
ital-13279	13	5	long	long	ADJ
ital-13279	13	6	history	history	NOUN
ital-13279	13	7	documented	document	VERB
ital-13279	13	8	in	in	ADP
ital-13279	13	9	numerous	numerous	ADJ
ital-13279	13	10	archives	archive	NOUN
ital-13279	13	11	.	.	PUNCT
ital-13279	14	1	at	at	ADP
ital-13279	14	2	present	present	ADJ
ital-13279	14	3	,	,	PUNCT
ital-13279	14	4	various	various	ADJ
ital-13279	14	5	local	local	ADJ
ital-13279	14	6	archive	archive	NOUN
ital-13279	14	7	departments	department	NOUN
ital-13279	14	8	preserve	preserve	VERB
ital-13279	14	9	large	large	ADJ
ital-13279	14	10	numbers	number	NOUN
ital-13279	14	11	of	of	ADP
ital-13279	14	12	historical	historical	ADJ
ital-13279	14	13	documents	document	NOUN
ital-13279	14	14	from	from	ADP
ital-13279	14	15	different	different	ADJ
ital-13279	14	16	periods	period	NOUN
ital-13279	14	17	.	.	PUNCT
ital-13279	15	1	owing	owe	VERB
ital-13279	15	2	to	to	ADP
ital-13279	15	3	the	the	DET
ital-13279	15	4	development	development	NOUN
ital-13279	15	5	of	of	ADP
ital-13279	15	6	china	china	PROPN
ital-13279	15	7	’s	’s	PART
ital-13279	15	8	archive	archive	NOUN
ital-13279	15	9	digitization	digitization	NOUN
ital-13279	15	10	,	,	PUNCT
ital-13279	15	11	archive	archive	NOUN
ital-13279	15	12	management	management	NOUN
ital-13279	15	13	departments	department	NOUN
ital-13279	15	14	at	at	ADP
ital-13279	15	15	all	all	DET
ital-13279	15	16	levels	level	NOUN
ital-13279	15	17	have	have	AUX
ital-13279	15	18	established	establish	VERB
ital-13279	15	19	digital	digital	ADJ
ital-13279	15	20	archive	archive	NOUN
ital-13279	15	21	abstracts	abstract	NOUN
ital-13279	15	22	,	,	PUNCT
ital-13279	15	23	catalogs	catalog	NOUN
ital-13279	15	24	,	,	PUNCT
ital-13279	15	25	and	and	CCONJ
ital-13279	15	26	subject	subject	ADJ
ital-13279	15	27	indexes	index	NOUN
ital-13279	15	28	of	of	ADP
ital-13279	15	29	historical	historical	ADJ
ital-13279	15	30	documents	document	NOUN
ital-13279	15	31	in	in	ADP
ital-13279	15	32	their	their	PRON
ital-13279	15	33	collections	collection	NOUN
ital-13279	15	34	realizing	realize	VERB
ital-13279	15	35	online	online	ADJ
ital-13279	15	36	retrieval	retrieval	NOUN
ital-13279	15	37	of	of	ADP
ital-13279	15	38	historical	historical	ADJ
ital-13279	15	39	archives	archive	NOUN
ital-13279	15	40	.	.	PUNCT
ital-13279	16	1	with	with	ADP
ital-13279	16	2	in	in	ADP
ital-13279	16	3	-	-	PUNCT
ital-13279	16	4	depth	depth	NOUN
ital-13279	16	5	research	research	NOUN
ital-13279	16	6	on	on	ADP
ital-13279	16	7	chinese	chinese	ADJ
ital-13279	16	8	history	history	NOUN
ital-13279	16	9	,	,	PUNCT
ital-13279	16	10	simple	simple	ADJ
ital-13279	16	11	catalog	catalog	NOUN
ital-13279	16	12	retrieval	retrieval	NOUN
ital-13279	16	13	can	can	AUX
ital-13279	16	14	not	not	PART
ital-13279	16	15	satisfy	satisfy	VERB
ital-13279	16	16	researchers	researcher	NOUN
ital-13279	16	17	’	’	PART
ital-13279	16	18	demand	demand	NOUN
ital-13279	16	19	for	for	ADP
ital-13279	16	20	related	related	ADJ
ital-13279	16	21	knowledge	knowledge	NOUN
ital-13279	16	22	in	in	ADP
ital-13279	16	23	historical	historical	ADJ
ital-13279	16	24	archives	archive	NOUN
ital-13279	16	25	.	.	PUNCT
ital-13279	17	1	owing	owe	VERB
ital-13279	17	2	to	to	ADP
ital-13279	17	3	the	the	DET
ital-13279	17	4	limitations	limitation	NOUN
ital-13279	17	5	of	of	ADP
ital-13279	17	6	the	the	DET
ital-13279	17	7	catalog	catalog	NOUN
ital-13279	17	8	retrieval	retrieval	NOUN
ital-13279	17	9	system	system	NOUN
ital-13279	17	10	,	,	PUNCT
ital-13279	17	11	complex	complex	ADJ
ital-13279	17	12	catalog	catalog	NOUN
ital-13279	17	13	data	datum	NOUN
ital-13279	17	14	still	still	ADV
ital-13279	17	15	need	need	VERB
ital-13279	17	16	to	to	PART
ital-13279	17	17	be	be	AUX
ital-13279	17	18	read	read	VERB
ital-13279	17	19	manually	manually	ADV
ital-13279	17	20	.	.	PUNCT
ital-13279	18	1	however	however	ADV
ital-13279	18	2	,	,	PUNCT
ital-13279	18	3	it	it	PRON
ital-13279	18	4	is	be	AUX
ital-13279	18	5	difficult	difficult	ADJ
ital-13279	18	6	to	to	PART
ital-13279	18	7	view	view	VERB
ital-13279	18	8	the	the	DET
ital-13279	18	9	overall	overall	ADJ
ital-13279	18	10	picture	picture	NOUN
ital-13279	18	11	of	of	ADP
ital-13279	18	12	the	the	DET
ital-13279	18	13	recorded	record	VERB
ital-13279	18	14	content	content	NOUN
ital-13279	18	15	and	and	CCONJ
ital-13279	18	16	impossible	impossible	ADJ
ital-13279	18	17	to	to	PART
ital-13279	18	18	easily	easily	ADV
ital-13279	18	19	distinguish	distinguish	VERB
ital-13279	18	20	important	important	ADJ
ital-13279	18	21	information	information	NOUN
ital-13279	18	22	in	in	ADP
ital-13279	18	23	historical	historical	ADJ
ital-13279	18	24	materials	material	NOUN
ital-13279	18	25	;	;	PUNCT
ital-13279	18	26	this	this	PRON
ital-13279	18	27	leads	lead	VERB
ital-13279	18	28	to	to	ADP
ital-13279	18	29	various	various	ADJ
ital-13279	18	30	difficulties	difficulty	NOUN
ital-13279	18	31	,	,	PUNCT
ital-13279	18	32	such	such	ADJ
ital-13279	18	33	as	as	ADP
ital-13279	18	34	the	the	DET
ital-13279	18	35	compilation	compilation	NOUN
ital-13279	18	36	of	of	ADP
ital-13279	18	37	historical	historical	ADJ
ital-13279	18	38	materials	material	NOUN
ital-13279	18	39	for	for	ADP
ital-13279	18	40	chinese	chinese	ADJ
ital-13279	18	41	historical	historical	ADJ
ital-13279	18	42	researchers	researcher	NOUN
ital-13279	18	43	.	.	PUNCT
ital-13279	19	1	thus	thus	ADV
ital-13279	19	2	,	,	PUNCT
ital-13279	19	3	in	in	ADP
ital-13279	19	4	this	this	DET
ital-13279	19	5	study	study	NOUN
ital-13279	19	6	,	,	PUNCT
ital-13279	19	7	we	we	PRON
ital-13279	19	8	aim	aim	VERB
ital-13279	19	9	to	to	PART
ital-13279	19	10	use	use	VERB
ital-13279	19	11	text	text	NOUN
ital-13279	19	12	analysis	analysis	NOUN
ital-13279	19	13	and	and	CCONJ
ital-13279	19	14	visualization	visualization	NOUN
ital-13279	19	15	methods	method	NOUN
ital-13279	19	16	in	in	ADP
ital-13279	19	17	machine	machine	NOUN
ital-13279	19	18	learning	learning	NOUN
ital-13279	19	19	to	to	PART
ital-13279	19	20	conduct	conduct	VERB
ital-13279	19	21	data	data	NOUN
ital-13279	19	22	mining	mining	NOUN
ital-13279	19	23	analysis	analysis	NOUN
ital-13279	19	24	of	of	ADP
ital-13279	19	25	historical	historical	ADJ
ital-13279	19	26	document	document	NOUN
ital-13279	19	27	data	datum	NOUN
ital-13279	19	28	.	.	PUNCT
ital-13279	20	1	these	these	DET
ital-13279	20	2	methods	method	NOUN
ital-13279	20	3	will	will	AUX
ital-13279	20	4	help	help	VERB
ital-13279	20	5	us	we	PRON
ital-13279	20	6	discover	discover	VERB
ital-13279	20	7	the	the	DET
ital-13279	20	8	logical	logical	ADJ
ital-13279	20	9	relationships	relationship	NOUN
ital-13279	20	10	of	of	ADP
ital-13279	20	11	historical	historical	ADJ
ital-13279	20	12	records	record	NOUN
ital-13279	20	13	and	and	CCONJ
ital-13279	20	14	their	their	PRON
ital-13279	20	15	purposes	purpose	NOUN
ital-13279	20	16	,	,	PUNCT
ital-13279	20	17	accomplish	accomplish	ADJ
ital-13279	20	18	visual	visual	ADJ
ital-13279	20	19	presentations	presentation	NOUN
ital-13279	20	20	of	of	ADP
ital-13279	20	21	historical	historical	ADJ
ital-13279	20	22	entities	entity	NOUN
ital-13279	20	23	and	and	CCONJ
ital-13279	20	24	knowledge	knowledge	NOUN
ital-13279	20	25	discovered	discover	VERB
ital-13279	20	26	in	in	ADP
ital-13279	20	27	historiography	historiography	PROPN
ital-13279	20	28	,	,	PUNCT
ital-13279	20	29	improve	improve	VERB
ital-13279	20	30	knowledge	knowledge	NOUN
ital-13279	20	31	representation	representation	NOUN
ital-13279	20	32	and	and	CCONJ
ital-13279	20	33	automatic	automatic	ADJ
ital-13279	20	34	classification	classification	NOUN
ital-13279	20	35	of	of	ADP
ital-13279	20	36	historical	historical	ADJ
ital-13279	20	37	data	datum	NOUN
ital-13279	20	38	,	,	PUNCT
ital-13279	20	39	and	and	CCONJ
ital-13279	20	40	provide	provide	VERB
ital-13279	20	41	valuable	valuable	ADJ
ital-13279	20	42	information	information	NOUN
ital-13279	20	43	for	for	ADP
ital-13279	20	44	historical	historical	ADJ
ital-13279	20	45	archive	archive	NOUN
ital-13279	20	46	researchers	researcher	NOUN
ital-13279	20	47	.	.	PUNCT
ital-13279	21	1	mailto:mikemike248@gmail.com	mailto:mikemike248@gmail.com	X
ital-13279	21	2	mailto:734665532@qq.com	mailto:734665532@qq.com	PROPN
ital-13279	21	3	mailto:yug@hit.edu.cn	mailto:yug@hit.edu.cn	PROPN
ital-13279	21	4	mailto:1367123893@qq.com	mailto:1367123893@qq.com	PROPN
ital-13279	21	5	information	information	NOUN
ital-13279	21	6	technology	technology	NOUN
ital-13279	21	7	and	and	CCONJ
ital-13279	21	8	libraries	library	NOUN
ital-13279	21	9	september	september	PROPN
ital-13279	21	10	2021	2021	NUM
ital-13279	21	11	text	text	NOUN
ital-13279	21	12	analysis	analysis	NOUN
ital-13279	21	13	and	and	CCONJ
ital-13279	21	14	visualization	visualization	NOUN
ital-13279	21	15	research	research	NOUN
ital-13279	21	16	on	on	ADP
ital-13279	21	17	the	the	DET
ital-13279	21	18	hetu	hetu	NOUN
ital-13279	21	19	dangse	dangse	PROPN
ital-13279	21	20	|	|	PROPN
ital-13279	21	21	wang	wang	PROPN
ital-13279	21	22	,	,	PUNCT
ital-13279	21	23	wu	wu	PROPN
ital-13279	21	24	,	,	PUNCT
ital-13279	21	25	yu	yu	PROPN
ital-13279	21	26	,	,	PUNCT
ital-13279	21	27	and	and	CCONJ
ital-13279	21	28	song	song	NOUN
ital-13279	21	29	2	2	NUM
ital-13279	21	30	during	during	ADP
ital-13279	21	31	the	the	DET
ital-13279	21	32	process	process	NOUN
ital-13279	21	33	of	of	ADP
ital-13279	21	34	analyzing	analyze	VERB
ital-13279	21	35	traditional	traditional	ADJ
ital-13279	21	36	manual	manual	ADJ
ital-13279	21	37	methods	method	NOUN
ital-13279	21	38	for	for	ADP
ital-13279	21	39	interpreting	interpret	VERB
ital-13279	21	40	historical	historical	ADJ
ital-13279	21	41	documents	document	NOUN
ital-13279	21	42	,	,	PUNCT
ital-13279	21	43	we	we	PRON
ital-13279	21	44	find	find	VERB
ital-13279	21	45	the	the	DET
ital-13279	21	46	following	following	ADJ
ital-13279	21	47	phenomena	phenomena	NOUN
ital-13279	21	48	:	:	PUNCT
ital-13279	21	49	macro	macro	ADJ
ital-13279	21	50	description	description	NOUN
ital-13279	21	51	,	,	PUNCT
ital-13279	21	52	single	single	ADJ
ital-13279	21	53	angle	angle	NOUN
ital-13279	21	54	,	,	PUNCT
ital-13279	21	55	selective	selective	ADJ
ital-13279	21	56	analysis	analysis	NOUN
ital-13279	21	57	,	,	PUNCT
ital-13279	21	58	and	and	CCONJ
ital-13279	21	59	one	one	NUM
ital-13279	21	60	-	-	PUNCT
ital-13279	21	61	way	way	NOUN
ital-13279	21	62	knowledge	knowledge	NOUN
ital-13279	21	63	connection	connection	NOUN
ital-13279	21	64	,	,	PUNCT
ital-13279	21	65	among	among	ADP
ital-13279	21	66	others	other	NOUN
ital-13279	21	67	.	.	PUNCT
ital-13279	22	1	for	for	ADP
ital-13279	22	2	example	example	NOUN
ital-13279	22	3	,	,	PUNCT
ital-13279	22	4	the	the	DET
ital-13279	22	5	hetu	hetu	NOUN
ital-13279	22	6	dangse	dangse	NOUN
ital-13279	22	7	preserved	preserve	VERB
ital-13279	22	8	in	in	ADP
ital-13279	22	9	the	the	DET
ital-13279	22	10	liaoning	liaoning	NOUN
ital-13279	22	11	archives	archive	NOUN
ital-13279	22	12	contains	contain	VERB
ital-13279	22	13	a	a	DET
ital-13279	22	14	total	total	NOUN
ital-13279	22	15	of	of	ADP
ital-13279	22	16	1,149	1,149	NUM
ital-13279	22	17	volumes	volume	NOUN
ital-13279	22	18	and	and	CCONJ
ital-13279	22	19	127,000	127,000	NUM
ital-13279	22	20	pages	page	NOUN
ital-13279	22	21	,	,	PUNCT
ital-13279	22	22	making	make	VERB
ital-13279	22	23	it	it	PRON
ital-13279	22	24	difficult	difficult	ADJ
ital-13279	22	25	to	to	PART
ital-13279	22	26	fully	fully	ADV
ital-13279	22	27	grasp	grasp	VERB
ital-13279	22	28	and	and	CCONJ
ital-13279	22	29	understand	understand	VERB
ital-13279	22	30	the	the	DET
ital-13279	22	31	overall	overall	ADJ
ital-13279	22	32	content	content	NOUN
ital-13279	22	33	of	of	ADP
ital-13279	22	34	such	such	ADJ
ital-13279	22	35	documents	document	NOUN
ital-13279	22	36	.	.	PUNCT
ital-13279	23	1	relying	rely	VERB
ital-13279	23	2	on	on	ADP
ital-13279	23	3	manual	manual	ADJ
ital-13279	23	4	reading	reading	NOUN
ital-13279	23	5	and	and	CCONJ
ital-13279	23	6	analysis	analysis	NOUN
ital-13279	23	7	of	of	ADP
ital-13279	23	8	entire	entire	ADJ
ital-13279	23	9	archives	archive	NOUN
ital-13279	23	10	is	be	AUX
ital-13279	23	11	an	an	DET
ital-13279	23	12	unrealistic	unrealistic	ADJ
ital-13279	23	13	task	task	NOUN
ital-13279	23	14	.	.	PUNCT
ital-13279	24	1	therefore	therefore	ADV
ital-13279	24	2	,	,	PUNCT
ital-13279	24	3	this	this	DET
ital-13279	24	4	paper	paper	NOUN
ital-13279	24	5	proposes	propose	VERB
ital-13279	24	6	using	use	VERB
ital-13279	24	7	machine	machine	NOUN
ital-13279	24	8	learning	learning	NOUN
ital-13279	24	9	,	,	PUNCT
ital-13279	24	10	natural	natural	ADJ
ital-13279	24	11	language	language	NOUN
ital-13279	24	12	processing	processing	NOUN
ital-13279	24	13	(	(	PUNCT
ital-13279	24	14	nlp	nlp	ADV
ital-13279	24	15	)	)	PUNCT
ital-13279	24	16	,	,	PUNCT
ital-13279	24	17	and	and	CCONJ
ital-13279	24	18	other	other	ADJ
ital-13279	24	19	technologies	technology	NOUN
ital-13279	24	20	to	to	PART
ital-13279	24	21	address	address	VERB
ital-13279	24	22	various	various	ADJ
ital-13279	24	23	problems	problem	NOUN
ital-13279	24	24	from	from	ADP
ital-13279	24	25	traditional	traditional	ADJ
ital-13279	24	26	manual	manual	ADJ
ital-13279	24	27	reading	reading	NOUN
ital-13279	24	28	.	.	PUNCT
ital-13279	25	1	first	first	ADJ
ital-13279	25	2	,	,	PUNCT
ital-13279	25	3	information	information	NOUN
ital-13279	25	4	from	from	ADP
ital-13279	25	5	historical	historical	ADJ
ital-13279	25	6	documents	document	NOUN
ital-13279	25	7	can	can	AUX
ital-13279	25	8	be	be	AUX
ital-13279	25	9	revealed	reveal	VERB
ital-13279	25	10	from	from	ADP
ital-13279	25	11	different	different	ADJ
ital-13279	25	12	angles	angle	NOUN
ital-13279	25	13	,	,	PUNCT
ital-13279	25	14	and	and	CCONJ
ital-13279	25	15	this	this	PRON
ital-13279	25	16	allows	allow	VERB
ital-13279	25	17	the	the	DET
ital-13279	25	18	content	content	NOUN
ital-13279	25	19	of	of	ADP
ital-13279	25	20	the	the	DET
ital-13279	25	21	documents	document	NOUN
ital-13279	25	22	to	to	PART
ital-13279	25	23	be	be	AUX
ital-13279	25	24	displayed	display	VERB
ital-13279	25	25	more	more	ADV
ital-13279	25	26	comprehensively	comprehensively	ADV
ital-13279	25	27	and	and	CCONJ
ital-13279	25	28	scientifically	scientifically	ADV
ital-13279	25	29	through	through	ADP
ital-13279	25	30	visual	visual	ADJ
ital-13279	25	31	charts	chart	NOUN
ital-13279	25	32	.	.	PUNCT
ital-13279	26	1	second	second	ADJ
ital-13279	26	2	,	,	PUNCT
ital-13279	26	3	use	use	NOUN
ital-13279	26	4	of	of	ADP
ital-13279	26	5	objective	objective	ADJ
ital-13279	26	6	quantitative	quantitative	ADJ
ital-13279	26	7	analysis	analysis	NOUN
ital-13279	26	8	methods	method	NOUN
ital-13279	26	9	,	,	PUNCT
ital-13279	26	10	such	such	ADJ
ital-13279	26	11	as	as	ADP
ital-13279	26	12	text	text	NOUN
ital-13279	26	13	analysis	analysis	NOUN
ital-13279	26	14	and	and	CCONJ
ital-13279	26	15	nlp	nlp	NOUN
ital-13279	26	16	,	,	PUNCT
ital-13279	26	17	prevents	prevent	VERB
ital-13279	26	18	subjective	subjective	ADJ
ital-13279	26	19	interpretations	interpretation	NOUN
ital-13279	26	20	of	of	ADP
ital-13279	26	21	the	the	DET
ital-13279	26	22	same	same	ADJ
ital-13279	26	23	content	content	NOUN
ital-13279	26	24	.	.	PUNCT
ital-13279	27	1	third	third	ADJ
ital-13279	27	2	,	,	PUNCT
ital-13279	27	3	nlp	nlp	PROPN
ital-13279	27	4	and	and	CCONJ
ital-13279	27	5	other	other	ADJ
ital-13279	27	6	technologies	technology	NOUN
ital-13279	27	7	can	can	AUX
ital-13279	27	8	solve	solve	VERB
ital-13279	27	9	the	the	DET
ital-13279	27	10	problem	problem	NOUN
ital-13279	27	11	of	of	ADP
ital-13279	27	12	calculating	calculate	VERB
ital-13279	27	13	massive	massive	ADJ
ital-13279	27	14	text	text	NOUN
ital-13279	27	15	training	training	NOUN
ital-13279	27	16	data	data	NOUN
ital-13279	27	17	sets	set	NOUN
ital-13279	27	18	while	while	SCONJ
ital-13279	27	19	forming	form	VERB
ital-13279	27	20	systematic	systematic	ADJ
ital-13279	27	21	knowledge	knowledge	NOUN
ital-13279	27	22	that	that	PRON
ital-13279	27	23	avoids	avoid	VERB
ital-13279	27	24	the	the	DET
ital-13279	27	25	omission	omission	NOUN
ital-13279	27	26	and	and	CCONJ
ital-13279	27	27	one	one	NUM
ital-13279	27	28	-	-	PUNCT
ital-13279	27	29	sided	sided	ADJ
ital-13279	27	30	understanding	understanding	NOUN
ital-13279	27	31	of	of	ADP
ital-13279	27	32	knowledge	knowledge	NOUN
ital-13279	27	33	in	in	ADP
ital-13279	27	34	the	the	DET
ital-13279	27	35	historical	historical	ADJ
ital-13279	27	36	archive	archive	NOUN
ital-13279	27	37	.	.	PUNCT
ital-13279	28	1	the	the	DET
ital-13279	28	2	application	application	NOUN
ital-13279	28	3	of	of	ADP
ital-13279	28	4	machine	machine	NOUN
ital-13279	28	5	learning	learning	NOUN
ital-13279	28	6	in	in	ADP
ital-13279	28	7	historical	historical	ADJ
ital-13279	28	8	data	datum	NOUN
ital-13279	28	9	analysis	analysis	NOUN
ital-13279	28	10	has	have	AUX
ital-13279	28	11	attracted	attract	VERB
ital-13279	28	12	the	the	DET
ital-13279	28	13	attention	attention	NOUN
ital-13279	28	14	of	of	ADP
ital-13279	28	15	researchers	researcher	NOUN
ital-13279	28	16	in	in	ADP
ital-13279	28	17	management	management	NOUN
ital-13279	28	18	,	,	PUNCT
ital-13279	28	19	history	history	NOUN
ital-13279	28	20	,	,	PUNCT
ital-13279	28	21	and	and	CCONJ
ital-13279	28	22	computer	computer	NOUN
ital-13279	28	23	science	science	NOUN
ital-13279	28	24	.	.	PUNCT
ital-13279	29	1	tao	tao	PROPN
ital-13279	29	2	used	use	VERB
ital-13279	29	3	the	the	DET
ital-13279	29	4	latent	latent	ADJ
ital-13279	29	5	dirichlet	dirichlet	NOUN
ital-13279	29	6	allocation	allocation	NOUN
ital-13279	29	7	(	(	PUNCT
ital-13279	29	8	lda	lda	ADJ
ital-13279	29	9	)	)	PUNCT
ital-13279	29	10	topic	topic	NOUN
ital-13279	29	11	modeling	model	VERB
ital-13279	29	12	algorithm	algorithm	NOUN
ital-13279	29	13	to	to	PART
ital-13279	29	14	analyze	analyze	VERB
ital-13279	29	15	the	the	DET
ital-13279	29	16	themes	theme	NOUN
ital-13279	29	17	of	of	ADP
ital-13279	29	18	documents	document	NOUN
ital-13279	29	19	from	from	ADP
ital-13279	29	20	1700	1700	NUM
ital-13279	29	21	to	to	ADP
ital-13279	29	22	1800	1800	NUM
ital-13279	29	23	included	include	VERB
ital-13279	29	24	in	in	ADP
ital-13279	29	25	the	the	DET
ital-13279	29	26	german	german	ADJ
ital-13279	29	27	archives	archive	NOUN
ital-13279	29	28	,	,	PUNCT
ital-13279	29	29	providing	provide	VERB
ital-13279	29	30	a	a	DET
ital-13279	29	31	more	more	ADV
ital-13279	29	32	three	three	NUM
ital-13279	29	33	-	-	PUNCT
ital-13279	29	34	dimensional	dimensional	ADJ
ital-13279	29	35	interpretation	interpretation	NOUN
ital-13279	29	36	and	and	CCONJ
ital-13279	29	37	explanation	explanation	NOUN
ital-13279	29	38	of	of	ADP
ital-13279	29	39	the	the	DET
ital-13279	29	40	spiritual	spiritual	ADJ
ital-13279	29	41	world	world	NOUN
ital-13279	29	42	of	of	ADP
ital-13279	29	43	germany	germany	PROPN
ital-13279	29	44	during	during	ADP
ital-13279	29	45	the	the	DET
ital-13279	29	46	eighteenth	eighteenth	ADJ
ital-13279	29	47	century.1	century.1	PROPN
ital-13279	29	48	chinese	chinese	ADJ
ital-13279	29	49	scholars	scholar	NOUN
ital-13279	29	50	kaixu	kaixu	VERB
ital-13279	29	51	et	et	PROPN
ital-13279	29	52	al	al	PROPN
ital-13279	29	53	.	.	PROPN
ital-13279	29	54	proposed	propose	VERB
ital-13279	29	55	a	a	DET
ital-13279	29	56	method	method	NOUN
ital-13279	29	57	of	of	ADP
ital-13279	29	58	automatic	automatic	ADJ
ital-13279	29	59	sentence	sentence	NOUN
ital-13279	29	60	punctuation	punctuation	NOUN
ital-13279	29	61	based	base	VERB
ital-13279	29	62	on	on	ADP
ital-13279	29	63	conditional	conditional	ADJ
ital-13279	29	64	random	random	ADJ
ital-13279	29	65	fields	field	NOUN
ital-13279	29	66	in	in	ADP
ital-13279	29	67	ancient	ancient	ADJ
ital-13279	29	68	chinese.2	chinese.2	ADP
ital-13279	29	69	this	this	DET
ital-13279	29	70	method	method	NOUN
ital-13279	29	71	was	be	AUX
ital-13279	29	72	proved	prove	VERB
ital-13279	29	73	to	to	PART
ital-13279	29	74	better	well	ADV
ital-13279	29	75	solve	solve	VERB
ital-13279	29	76	the	the	DET
ital-13279	29	77	problem	problem	NOUN
ital-13279	29	78	of	of	ADP
ital-13279	29	79	automatic	automatic	ADJ
ital-13279	29	80	punctuation	punctuation	NOUN
ital-13279	29	81	processing	processing	NOUN
ital-13279	29	82	compared	compare	VERB
ital-13279	29	83	with	with	ADP
ital-13279	29	84	the	the	DET
ital-13279	29	85	single	single	ADJ
ital-13279	29	86	-	-	PUNCT
ital-13279	29	87	layer	layer	NOUN
ital-13279	29	88	conditional	conditional	ADJ
ital-13279	29	89	random	random	ADJ
ital-13279	29	90	field	field	NOUN
ital-13279	29	91	strategy	strategy	NOUN
ital-13279	29	92	in	in	ADP
ital-13279	29	93	ancient	ancient	ADJ
ital-13279	29	94	chinese	chinese	PROPN
ital-13279	29	95	as	as	SCONJ
ital-13279	29	96	tested	test	VERB
ital-13279	29	97	on	on	ADP
ital-13279	29	98	the	the	DET
ital-13279	29	99	two	two	NUM
ital-13279	29	100	corpora	corpus	NOUN
ital-13279	29	101	of	of	ADP
ital-13279	29	102	the	the	DET
ital-13279	29	103	analects	analect	NOUN
ital-13279	29	104	and	and	CCONJ
ital-13279	29	105	records	record	NOUN
ital-13279	29	106	of	of	ADP
ital-13279	29	107	the	the	DET
ital-13279	29	108	grand	grand	ADJ
ital-13279	29	109	historian	historian	NOUN
ital-13279	29	110	.	.	PUNCT
ital-13279	30	1	swiss	swiss	PROPN
ital-13279	30	2	and	and	CCONJ
ital-13279	30	3	south	south	ADJ
ital-13279	30	4	african	african	ADJ
ital-13279	30	5	scholars	scholar	NOUN
ital-13279	30	6	stauffer	stauffer	VERB
ital-13279	30	7	,	,	PUNCT
ital-13279	30	8	fischer	fischer	ADV
ital-13279	30	9	,	,	PUNCT
ital-13279	30	10	and	and	CCONJ
ital-13279	30	11	riesen	riesen	NOUN
ital-13279	30	12	,	,	PUNCT
ital-13279	30	13	and	and	CCONJ
ital-13279	30	14	chinese	chinese	PROPN
ital-13279	30	15	scholars	scholars	PROPN
ital-13279	30	16	wu	wu	PROPN
ital-13279	30	17	,	,	PUNCT
ital-13279	30	18	wang	wang	PROPN
ital-13279	30	19	,	,	PUNCT
ital-13279	30	20	and	and	CCONJ
ital-13279	30	21	ma	ma	PROPN
ital-13279	30	22	used	use	VERB
ital-13279	30	23	the	the	DET
ital-13279	30	24	kws	kws	PROPN
ital-13279	30	25	technology	technology	NOUN
ital-13279	30	26	and	and	CCONJ
ital-13279	30	27	deep	deep	ADJ
ital-13279	30	28	reinforcement	reinforcement	NOUN
ital-13279	30	29	learning	learning	NOUN
ital-13279	30	30	to	to	PART
ital-13279	30	31	automatically	automatically	ADV
ital-13279	30	32	recognize	recognize	VERB
ital-13279	30	33	handwritten	handwritten	ADJ
ital-13279	30	34	pictures	picture	NOUN
ital-13279	30	35	in	in	ADP
ital-13279	30	36	historical	historical	ADJ
ital-13279	30	37	documents.3	documents.3	PROPN
ital-13279	30	38	solar	solar	ADJ
ital-13279	30	39	and	and	CCONJ
ital-13279	30	40	radovan	radovan	PROPN
ital-13279	30	41	used	use	VERB
ital-13279	30	42	the	the	DET
ital-13279	30	43	national	national	PROPN
ital-13279	30	44	and	and	CCONJ
ital-13279	30	45	university	university	PROPN
ital-13279	30	46	library	library	NOUN
ital-13279	30	47	of	of	ADP
ital-13279	30	48	slovenia	slovenia	PROPN
ital-13279	30	49	’s	’s	PART
ital-13279	30	50	historical	historical	ADJ
ital-13279	30	51	pictures	picture	NOUN
ital-13279	30	52	and	and	CCONJ
ital-13279	30	53	maps	map	NOUN
ital-13279	30	54	as	as	ADP
ital-13279	30	55	research	research	NOUN
ital-13279	30	56	data	datum	NOUN
ital-13279	30	57	.	.	PUNCT
ital-13279	31	1	using	use	VERB
ital-13279	31	2	gis	gis	NOUN
ital-13279	31	3	technology	technology	NOUN
ital-13279	31	4	,	,	PUNCT
ital-13279	31	5	they	they	PRON
ital-13279	31	6	created	create	VERB
ital-13279	31	7	a	a	DET
ital-13279	31	8	novel	novel	ADJ
ital-13279	31	9	display	display	NOUN
ital-13279	31	10	method	method	NOUN
ital-13279	31	11	,	,	PUNCT
ital-13279	31	12	and	and	CCONJ
ital-13279	31	13	interdisciplinary	interdisciplinary	ADJ
ital-13279	31	14	data	data	NOUN
ital-13279	31	15	resource	resource	NOUN
ital-13279	31	16	web	web	NOUN
ital-13279	31	17	application	application	NOUN
ital-13279	31	18	to	to	ADP
ital-13279	31	19	access	access	NOUN
ital-13279	31	20	and	and	CCONJ
ital-13279	31	21	research	research	VERB
ital-13279	31	22	the	the	DET
ital-13279	31	23	data.4	data.4	PROPN
ital-13279	31	24	chinese	chinese	PROPN
ital-13279	31	25	scholars	scholar	NOUN
ital-13279	31	26	dong	dong	PROPN
ital-13279	31	27	et	et	PROPN
ital-13279	31	28	al	al	PROPN
ital-13279	31	29	.	.	PROPN
ital-13279	31	30	and	and	CCONJ
ital-13279	31	31	polish	polish	ADJ
ital-13279	31	32	scholars	scholar	NOUN
ital-13279	31	33	kuna	kuna	PROPN
ital-13279	31	34	and	and	CCONJ
ital-13279	31	35	kowalski	kowalski	PROPN
ital-13279	31	36	used	use	VERB
ital-13279	31	37	the	the	DET
ital-13279	31	38	webgis	webgis	NOUN
ital-13279	31	39	technology	technology	NOUN
ital-13279	31	40	to	to	PART
ital-13279	31	41	conduct	conduct	VERB
ital-13279	31	42	efficient	efficient	ADJ
ital-13279	31	43	management	management	NOUN
ital-13279	31	44	and	and	CCONJ
ital-13279	31	45	visualization	visualization	NOUN
ital-13279	31	46	research	research	NOUN
ital-13279	31	47	on	on	ADP
ital-13279	31	48	historical	historical	ADJ
ital-13279	31	49	data	datum	NOUN
ital-13279	31	50	of	of	ADP
ital-13279	31	51	natural	natural	ADJ
ital-13279	31	52	disasters	disaster	NOUN
ital-13279	31	53	in	in	ADP
ital-13279	31	54	ancient	ancient	ADJ
ital-13279	31	55	china	china	PROPN
ital-13279	31	56	and	and	CCONJ
ital-13279	31	57	russia	russia	PROPN
ital-13279	31	58	.	.	PUNCT
ital-13279	32	1	5	5	NUM
ital-13279	32	2	meanwhile	meanwhile	ADV
ital-13279	32	3	,	,	PUNCT
ital-13279	32	4	latvian	latvian	ADJ
ital-13279	32	5	scholars	scholar	NOUN
ital-13279	32	6	ivanovs	ivanovs	PROPN
ital-13279	32	7	and	and	CCONJ
ital-13279	32	8	varfolomeyev	varfolomeyev	PROPN
ital-13279	32	9	and	and	CCONJ
ital-13279	32	10	dutch	dutch	PROPN
ital-13279	32	11	scholars	scholars	PROPN
ital-13279	32	12	schreiber	schreiber	VERB
ital-13279	32	13	et	et	PROPN
ital-13279	33	1	al	al	PROPN
ital-13279	33	2	.	.	PROPN
ital-13279	33	3	used	use	VERB
ital-13279	33	4	web	web	NOUN
ital-13279	33	5	technology	technology	NOUN
ital-13279	33	6	to	to	PART
ital-13279	33	7	develop	develop	VERB
ital-13279	33	8	a	a	DET
ital-13279	33	9	web	web	NOUN
ital-13279	33	10	service	service	NOUN
ital-13279	33	11	platform	platform	NOUN
ital-13279	33	12	and	and	CCONJ
ital-13279	33	13	explored	explore	VERB
ital-13279	33	14	the	the	DET
ital-13279	33	15	intelligent	intelligent	ADJ
ital-13279	33	16	environment	environment	NOUN
ital-13279	33	17	of	of	ADP
ital-13279	33	18	cultural	cultural	ADJ
ital-13279	33	19	heritage	heritage	NOUN
ital-13279	33	20	service	service	NOUN
ital-13279	33	21	utilization.6	utilization.6	PROPN
ital-13279	33	22	korean	korean	ADJ
ital-13279	33	23	scholars	scholar	NOUN
ital-13279	33	24	kim	kim	PROPN
ital-13279	33	25	et	et	PROPN
ital-13279	34	1	al	al	PROPN
ital-13279	34	2	.	.	PROPN
ital-13279	34	3	used	use	VERB
ital-13279	34	4	machine	machine	NOUN
ital-13279	34	5	learning	learning	NOUN
ital-13279	34	6	technology	technology	NOUN
ital-13279	34	7	to	to	PART
ital-13279	34	8	determine	determine	VERB
ital-13279	34	9	the	the	DET
ital-13279	34	10	complex	complex	ADJ
ital-13279	34	11	relationships	relationship	NOUN
ital-13279	34	12	between	between	ADP
ital-13279	34	13	tasks	task	NOUN
ital-13279	34	14	of	of	ADP
ital-13279	34	15	various	various	ADJ
ital-13279	34	16	classes	class	NOUN
ital-13279	34	17	in	in	ADP
ital-13279	34	18	a	a	DET
ital-13279	34	19	specific	specific	ADJ
ital-13279	34	20	historical	historical	ADJ
ital-13279	34	21	period	period	NOUN
ital-13279	34	22	through	through	ADP
ital-13279	34	23	the	the	DET
ital-13279	34	24	network	network	NOUN
ital-13279	34	25	of	of	ADP
ital-13279	34	26	historical	historical	ADJ
ital-13279	34	27	figures.7	figures.7	NOUN
ital-13279	34	28	judging	judge	VERB
ital-13279	34	29	from	from	ADP
ital-13279	34	30	results	result	NOUN
ital-13279	34	31	in	in	ADP
ital-13279	34	32	related	related	ADJ
ital-13279	34	33	fields	field	NOUN
ital-13279	34	34	,	,	PUNCT
ital-13279	34	35	the	the	DET
ital-13279	34	36	semantic	semantic	ADJ
ital-13279	34	37	analysis	analysis	NOUN
ital-13279	34	38	and	and	CCONJ
ital-13279	34	39	visualization	visualization	NOUN
ital-13279	34	40	of	of	ADP
ital-13279	34	41	historical	historical	ADJ
ital-13279	34	42	archives	archive	NOUN
ital-13279	34	43	in	in	ADP
ital-13279	34	44	an	an	DET
ital-13279	34	45	intelligent	intelligent	ADJ
ital-13279	34	46	way	way	NOUN
ital-13279	34	47	are	be	AUX
ital-13279	34	48	gradually	gradually	ADV
ital-13279	34	49	moving	move	VERB
ital-13279	34	50	from	from	ADP
ital-13279	34	51	statistical	statistical	ADJ
ital-13279	34	52	description	description	NOUN
ital-13279	34	53	to	to	PART
ital-13279	34	54	knowledge	knowledge	VERB
ital-13279	34	55	mining	mining	NOUN
ital-13279	34	56	.	.	PUNCT
ital-13279	35	1	these	these	DET
ital-13279	35	2	results	result	NOUN
ital-13279	35	3	provide	provide	VERB
ital-13279	35	4	theoretical	theoretical	ADJ
ital-13279	35	5	feasibility	feasibility	NOUN
ital-13279	35	6	and	and	CCONJ
ital-13279	35	7	practical	practical	ADJ
ital-13279	35	8	technical	technical	ADJ
ital-13279	35	9	experience	experience	NOUN
ital-13279	35	10	for	for	ADP
ital-13279	35	11	this	this	DET
ital-13279	35	12	study	study	NOUN
ital-13279	35	13	.	.	PUNCT
ital-13279	36	1	at	at	ADP
ital-13279	36	2	present	present	NOUN
ital-13279	36	3	,	,	PUNCT
ital-13279	36	4	research	research	NOUN
ital-13279	36	5	on	on	ADP
ital-13279	36	6	historical	historical	ADJ
ital-13279	36	7	documents	document	NOUN
ital-13279	36	8	mainly	mainly	ADV
ital-13279	36	9	focuses	focus	VERB
ital-13279	36	10	on	on	ADP
ital-13279	36	11	the	the	DET
ital-13279	36	12	retrieval	retrieval	NOUN
ital-13279	36	13	and	and	CCONJ
ital-13279	36	14	utilization	utilization	NOUN
ital-13279	36	15	of	of	ADP
ital-13279	36	16	historical	historical	ADJ
ital-13279	36	17	material	material	NOUN
ital-13279	36	18	databases	database	NOUN
ital-13279	36	19	.	.	PUNCT
ital-13279	37	1	since	since	SCONJ
ital-13279	37	2	the	the	DET
ital-13279	37	3	words	word	NOUN
ital-13279	37	4	,	,	PUNCT
ital-13279	37	5	semantics	semantic	NOUN
ital-13279	37	6	,	,	PUNCT
ital-13279	37	7	grammar	grammar	NOUN
ital-13279	37	8	,	,	PUNCT
ital-13279	37	9	and	and	CCONJ
ital-13279	37	10	sentence	sentence	NOUN
ital-13279	37	11	patterns	pattern	NOUN
ital-13279	37	12	recorded	record	VERB
ital-13279	37	13	in	in	ADP
ital-13279	37	14	historical	historical	ADJ
ital-13279	37	15	materials	material	NOUN
ital-13279	37	16	differ	differ	VERB
ital-13279	37	17	from	from	ADP
ital-13279	37	18	modern	modern	ADJ
ital-13279	37	19	texts	text	NOUN
ital-13279	37	20	,	,	PUNCT
ital-13279	37	21	using	use	VERB
ital-13279	37	22	data	data	NOUN
ital-13279	37	23	mining	mining	NOUN
ital-13279	37	24	technologies	technology	NOUN
ital-13279	37	25	such	such	ADJ
ital-13279	37	26	as	as	ADP
ital-13279	37	27	machine	machine	NOUN
ital-13279	37	28	learning	learning	NOUN
ital-13279	37	29	and	and	CCONJ
ital-13279	37	30	nlp	nlp	VERB
ital-13279	37	31	to	to	PART
ital-13279	37	32	intelligently	intelligently	ADV
ital-13279	37	33	identify	identify	VERB
ital-13279	37	34	historical	historical	ADJ
ital-13279	37	35	documents	document	NOUN
ital-13279	37	36	and	and	CCONJ
ital-13279	37	37	organize	organize	VERB
ital-13279	37	38	historical	historical	ADJ
ital-13279	37	39	data	datum	NOUN
ital-13279	37	40	will	will	AUX
ital-13279	37	41	help	help	VERB
ital-13279	37	42	us	we	PRON
ital-13279	37	43	more	more	ADJ
ital-13279	37	44	than	than	ADP
ital-13279	37	45	traditional	traditional	ADJ
ital-13279	37	46	methods	method	NOUN
ital-13279	37	47	.	.	PUNCT
ital-13279	38	1	this	this	PRON
ital-13279	38	2	requires	require	VERB
ital-13279	38	3	the	the	DET
ital-13279	38	4	cooperation	cooperation	NOUN
ital-13279	38	5	of	of	ADP
ital-13279	38	6	artificial	artificial	ADJ
ital-13279	38	7	intelligence	intelligence	NOUN
ital-13279	38	8	and	and	CCONJ
ital-13279	38	9	historical	historical	ADJ
ital-13279	38	10	researchers	researcher	NOUN
ital-13279	38	11	to	to	PART
ital-13279	38	12	establish	establish	VERB
ital-13279	38	13	an	an	DET
ital-13279	38	14	effective	effective	ADJ
ital-13279	38	15	method	method	NOUN
ital-13279	38	16	of	of	ADP
ital-13279	38	17	historical	historical	ADJ
ital-13279	38	18	big	big	ADJ
ital-13279	38	19	data	datum	NOUN
ital-13279	38	20	information	information	NOUN
ital-13279	38	21	technology	technology	NOUN
ital-13279	38	22	and	and	CCONJ
ital-13279	38	23	libraries	library	NOUN
ital-13279	38	24	september	september	PROPN
ital-13279	38	25	2021	2021	NUM
ital-13279	38	26	text	text	NOUN
ital-13279	38	27	analysis	analysis	NOUN
ital-13279	38	28	and	and	CCONJ
ital-13279	38	29	visualization	visualization	NOUN
ital-13279	38	30	research	research	NOUN
ital-13279	38	31	on	on	ADP
ital-13279	38	32	the	the	DET
ital-13279	38	33	hetu	hetu	NOUN
ital-13279	38	34	dangse	dangse	PROPN
ital-13279	38	35	|	|	PROPN
ital-13279	38	36	wang	wang	PROPN
ital-13279	38	37	,	,	PUNCT
ital-13279	38	38	wu	wu	PROPN
ital-13279	38	39	,	,	PUNCT
ital-13279	38	40	yu	yu	PROPN
ital-13279	38	41	,	,	PUNCT
ital-13279	38	42	and	and	CCONJ
ital-13279	38	43	song	song	NOUN
ital-13279	38	44	3	3	NUM
ital-13279	38	45	analysis	analysis	NOUN
ital-13279	38	46	to	to	PART
ital-13279	38	47	achieve	achieve	VERB
ital-13279	38	48	the	the	DET
ital-13279	38	49	transformation	transformation	NOUN
ital-13279	38	50	from	from	ADP
ital-13279	38	51	traditional	traditional	ADJ
ital-13279	38	52	manual	manual	ADJ
ital-13279	38	53	historical	historical	ADJ
ital-13279	38	54	document	document	NOUN
ital-13279	38	55	analysis	analysis	NOUN
ital-13279	38	56	to	to	ADP
ital-13279	38	57	automatic	automatic	ADJ
ital-13279	38	58	artificial	artificial	ADJ
ital-13279	38	59	intelligence	intelligence	NOUN
ital-13279	38	60	analysis	analysis	NOUN
ital-13279	38	61	methods	method	NOUN
ital-13279	38	62	.	.	PUNCT
ital-13279	39	1	in	in	ADP
ital-13279	39	2	this	this	DET
ital-13279	39	3	paper	paper	NOUN
ital-13279	39	4	,	,	PUNCT
ital-13279	39	5	we	we	PRON
ital-13279	39	6	use	use	VERB
ital-13279	39	7	machine	machine	NOUN
ital-13279	39	8	learning	learning	NOUN
ital-13279	39	9	and	and	CCONJ
ital-13279	39	10	data	datum	NOUN
ital-13279	39	11	visualization	visualization	NOUN
ital-13279	39	12	as	as	ADP
ital-13279	39	13	a	a	DET
ital-13279	39	14	tool	tool	NOUN
ital-13279	39	15	to	to	PART
ital-13279	39	16	identify	identify	VERB
ital-13279	39	17	differently	differently	ADV
ital-13279	39	18	the	the	DET
ital-13279	39	19	content	content	NOUN
ital-13279	39	20	of	of	ADP
ital-13279	39	21	the	the	DET
ital-13279	39	22	historical	historical	ADJ
ital-13279	39	23	documents	document	NOUN
ital-13279	39	24	from	from	ADP
ital-13279	39	25	traditional	traditional	ADJ
ital-13279	39	26	literature	literature	NOUN
ital-13279	39	27	reading	reading	NOUN
ital-13279	39	28	,	,	PUNCT
ital-13279	39	29	reveal	reveal	VERB
ital-13279	39	30	valuable	valuable	ADJ
ital-13279	39	31	information	information	NOUN
ital-13279	39	32	in	in	ADP
ital-13279	39	33	the	the	DET
ital-13279	39	34	content	content	NOUN
ital-13279	39	35	of	of	ADP
ital-13279	39	36	historical	historical	ADJ
ital-13279	39	37	documents	document	NOUN
ital-13279	39	38	,	,	PUNCT
ital-13279	39	39	and	and	CCONJ
ital-13279	39	40	promote	promote	VERB
ital-13279	39	41	more	more	ADV
ital-13279	39	42	systematic	systematic	ADJ
ital-13279	39	43	,	,	PUNCT
ital-13279	39	44	efficient	efficient	ADJ
ital-13279	39	45	,	,	PUNCT
ital-13279	39	46	and	and	CCONJ
ital-13279	39	47	detailed	detailed	ADJ
ital-13279	39	48	understanding	understanding	NOUN
ital-13279	39	49	of	of	ADP
ital-13279	39	50	the	the	DET
ital-13279	39	51	literature	literature	NOUN
ital-13279	39	52	.	.	PUNCT
ital-13279	40	1	related	related	ADJ
ital-13279	40	2	technology	technology	NOUN
ital-13279	40	3	definition	definition	NOUN
ital-13279	40	4	to	to	PART
ital-13279	40	5	perform	perform	VERB
ital-13279	40	6	text	text	NOUN
ital-13279	40	7	analysis	analysis	NOUN
ital-13279	40	8	and	and	CCONJ
ital-13279	40	9	visualization	visualization	NOUN
ital-13279	40	10	of	of	ADP
ital-13279	40	11	the	the	DET
ital-13279	40	12	hetu	hetu	NOUN
ital-13279	40	13	dangse	dangse	NOUN
ital-13279	40	14	,	,	PUNCT
ital-13279	40	15	we	we	PRON
ital-13279	40	16	use	use	VERB
ital-13279	40	17	machine	machine	NOUN
ital-13279	40	18	learning	learning	NOUN
ital-13279	40	19	technology	technology	NOUN
ital-13279	40	20	such	such	ADJ
ital-13279	40	21	as	as	ADP
ital-13279	40	22	word	word	NOUN
ital-13279	40	23	vector	vector	NOUN
ital-13279	40	24	processing	processing	NOUN
ital-13279	40	25	,	,	PUNCT
ital-13279	40	26	the	the	DET
ital-13279	40	27	svm	svm	NOUN
ital-13279	40	28	(	(	PUNCT
ital-13279	40	29	support	support	VERB
ital-13279	40	30	vector	vector	NOUN
ital-13279	40	31	machines	machine	NOUN
ital-13279	40	32	)	)	PUNCT
ital-13279	40	33	model	model	NOUN
ital-13279	40	34	and	and	CCONJ
ital-13279	40	35	network	network	NOUN
ital-13279	40	36	analysis	analysis	NOUN
ital-13279	40	37	.	.	PUNCT
ital-13279	41	1	word	word	NOUN
ital-13279	41	2	vector	vector	NOUN
ital-13279	41	3	is	be	AUX
ital-13279	41	4	a	a	DET
ital-13279	41	5	numerical	numerical	ADJ
ital-13279	41	6	vector	vector	NOUN
ital-13279	41	7	representation	representation	NOUN
ital-13279	41	8	of	of	ADP
ital-13279	41	9	a	a	DET
ital-13279	41	10	word	word	NOUN
ital-13279	41	11	’s	’s	NOUN
ital-13279	41	12	literal	literal	ADJ
ital-13279	41	13	and	and	CCONJ
ital-13279	41	14	implicit	implicit	ADJ
ital-13279	41	15	meaning.8	meaning.8	PROPN
ital-13279	41	16	we	we	PRON
ital-13279	41	17	segmented	segment	VERB
ital-13279	41	18	the	the	DET
ital-13279	41	19	hetu	hetu	PROPN
ital-13279	41	20	dangse	dangse	PROPN
ital-13279	41	21	’s	’s	PART
ital-13279	41	22	catalog	catalog	NOUN
ital-13279	41	23	data	datum	NOUN
ital-13279	41	24	and	and	CCONJ
ital-13279	41	25	used	use	VERB
ital-13279	41	26	the	the	DET
ital-13279	41	27	word2vec	word2vec	NUM
ital-13279	41	28	model	model	NOUN
ital-13279	41	29	to	to	PART
ital-13279	41	30	transform	transform	VERB
ital-13279	41	31	the	the	DET
ital-13279	41	32	segmented	segment	VERB
ital-13279	41	33	data	data	PROPN
ital-13279	41	34	’s	’s	PART
ital-13279	41	35	word	word	NOUN
ital-13279	41	36	vector	vector	NOUN
ital-13279	41	37	form	form	NOUN
ital-13279	41	38	into	into	ADP
ital-13279	41	39	a	a	DET
ital-13279	41	40	set	set	NOUN
ital-13279	41	41	of	of	ADP
ital-13279	41	42	50	50	NUM
ital-13279	41	43	-	-	PUNCT
ital-13279	41	44	dimensional	dimensional	ADJ
ital-13279	41	45	numerical	numerical	ADJ
ital-13279	41	46	vectors	vector	NOUN
ital-13279	41	47	representing	represent	VERB
ital-13279	41	48	a	a	DET
ital-13279	41	49	catalog	catalog	NOUN
ital-13279	41	50	’s	’s	PART
ital-13279	41	51	vector	vector	NOUN
ital-13279	41	52	data	datum	NOUN
ital-13279	41	53	set	set	VERB
ital-13279	41	54	.	.	PUNCT
ital-13279	42	1	to	to	PART
ital-13279	42	2	accurately	accurately	ADV
ital-13279	42	3	visualize	visualize	VERB
ital-13279	42	4	historical	historical	ADJ
ital-13279	42	5	document	document	NOUN
ital-13279	42	6	records	record	NOUN
ital-13279	42	7	’	’	PART
ital-13279	42	8	relationship	relationship	NOUN
ital-13279	42	9	features	feature	NOUN
ital-13279	42	10	,	,	PUNCT
ital-13279	42	11	we	we	PRON
ital-13279	42	12	reduced	reduce	VERB
ital-13279	42	13	the	the	DET
ital-13279	42	14	vector	vector	NOUN
ital-13279	42	15	data	datum	NOUN
ital-13279	42	16	set	set	VERB
ital-13279	42	17	’s	’s	NOUN
ital-13279	42	18	dimensionality	dimensionality	NOUN
ital-13279	42	19	.	.	PUNCT
ital-13279	43	1	dimensionality	dimensionality	NOUN
ital-13279	43	2	reduction	reduction	NOUN
ital-13279	43	3	,	,	PUNCT
ital-13279	43	4	or	or	CCONJ
ital-13279	43	5	dimension	dimension	NOUN
ital-13279	43	6	reduction	reduction	NOUN
ital-13279	43	7	,	,	PUNCT
ital-13279	43	8	is	be	AUX
ital-13279	43	9	data	data	NOUN
ital-13279	43	10	’s	’s	PART
ital-13279	43	11	transformation	transformation	NOUN
ital-13279	43	12	from	from	ADP
ital-13279	43	13	a	a	DET
ital-13279	43	14	highinto	highinto	PROPN
ital-13279	43	15	a	a	DET
ital-13279	43	16	low	low	ADJ
ital-13279	43	17	-	-	PUNCT
ital-13279	43	18	dimensional	dimensional	ADJ
ital-13279	43	19	space	space	NOUN
ital-13279	43	20	so	so	SCONJ
ital-13279	43	21	that	that	SCONJ
ital-13279	43	22	the	the	DET
ital-13279	43	23	representation	representation	NOUN
ital-13279	43	24	retains	retain	VERB
ital-13279	43	25	some	some	PRON
ital-13279	43	26	of	of	ADP
ital-13279	43	27	the	the	DET
ital-13279	43	28	original	original	ADJ
ital-13279	43	29	data	datum	NOUN
ital-13279	43	30	’s	’s	PART
ital-13279	43	31	meaningful	meaningful	ADJ
ital-13279	43	32	properties	property	NOUN
ital-13279	43	33	,	,	PUNCT
ital-13279	43	34	ideally	ideally	ADV
ital-13279	43	35	close	close	ADJ
ital-13279	43	36	to	to	ADP
ital-13279	43	37	its	its	PRON
ital-13279	43	38	intrinsic	intrinsic	ADJ
ital-13279	43	39	dimension.9	dimension.9	NOUN
ital-13279	43	40	after	after	ADP
ital-13279	43	41	dimensionality	dimensionality	NOUN
ital-13279	43	42	reduction	reduction	NOUN
ital-13279	43	43	,	,	PUNCT
ital-13279	43	44	each	each	DET
ital-13279	43	45	catalog	catalog	NOUN
ital-13279	43	46	data	datum	NOUN
ital-13279	43	47	in	in	ADP
ital-13279	43	48	the	the	DET
ital-13279	43	49	vector	vector	NOUN
ital-13279	43	50	data	data	NOUN
ital-13279	43	51	set	set	VERB
ital-13279	43	52	is	be	AUX
ital-13279	43	53	reduced	reduce	VERB
ital-13279	43	54	from	from	ADP
ital-13279	43	55	50	50	NUM
ital-13279	43	56	to	to	PART
ital-13279	43	57	2	2	NUM
ital-13279	43	58	dimensions	dimension	NOUN
ital-13279	43	59	to	to	PART
ital-13279	43	60	facilitate	facilitate	VERB
ital-13279	43	61	flat	flat	ADJ
ital-13279	43	62	display	display	NOUN
ital-13279	43	63	.	.	PUNCT
ital-13279	44	1	we	we	PRON
ital-13279	44	2	used	use	VERB
ital-13279	44	3	the	the	DET
ital-13279	44	4	svm	svm	PROPN
ital-13279	44	5	model	model	NOUN
ital-13279	44	6	and	and	CCONJ
ital-13279	44	7	network	network	NOUN
ital-13279	44	8	analysis	analysis	NOUN
ital-13279	44	9	technology	technology	NOUN
ital-13279	44	10	to	to	PART
ital-13279	44	11	analyze	analyze	VERB
ital-13279	44	12	the	the	DET
ital-13279	44	13	vector	vector	NOUN
ital-13279	44	14	data	datum	NOUN
ital-13279	44	15	set	set	VERB
ital-13279	44	16	.	.	PUNCT
ital-13279	45	1	the	the	DET
ital-13279	45	2	svm	svm	PROPN
ital-13279	45	3	model	model	NOUN
ital-13279	45	4	is	be	AUX
ital-13279	45	5	a	a	DET
ital-13279	45	6	set	set	NOUN
ital-13279	45	7	of	of	ADP
ital-13279	45	8	supervised	supervised	ADJ
ital-13279	45	9	learning	learning	NOUN
ital-13279	45	10	methods	method	NOUN
ital-13279	45	11	used	use	VERB
ital-13279	45	12	for	for	ADP
ital-13279	45	13	classification	classification	NOUN
ital-13279	45	14	,	,	PUNCT
ital-13279	45	15	regression	regression	NOUN
ital-13279	45	16	,	,	PUNCT
ital-13279	45	17	and	and	CCONJ
ital-13279	45	18	outlier	outli	ADJ
ital-13279	45	19	detection.10	detection.10	NOUN
ital-13279	45	20	it	it	PRON
ital-13279	45	21	is	be	AUX
ital-13279	45	22	given	give	VERB
ital-13279	45	23	a	a	DET
ital-13279	45	24	vector	vector	NOUN
ital-13279	45	25	data	datum	NOUN
ital-13279	45	26	set	set	VERB
ital-13279	45	27	as	as	ADP
ital-13279	45	28	training	training	NOUN
ital-13279	45	29	to	to	PART
ital-13279	45	30	represent	represent	VERB
ital-13279	45	31	historical	historical	ADJ
ital-13279	45	32	document	document	NOUN
ital-13279	45	33	records	record	NOUN
ital-13279	45	34	as	as	ADP
ital-13279	45	35	points	point	NOUN
ital-13279	45	36	in	in	ADP
ital-13279	45	37	space	space	NOUN
ital-13279	45	38	,	,	PUNCT
ital-13279	45	39	and	and	CCONJ
ital-13279	45	40	learns	learn	VERB
ital-13279	45	41	independently	independently	ADV
ital-13279	45	42	through	through	ADP
ital-13279	45	43	the	the	DET
ital-13279	45	44	kernel	kernel	NOUN
ital-13279	45	45	algorithm	algorithm	PROPN
ital-13279	45	46	.	.	PUNCT
ital-13279	46	1	using	use	VERB
ital-13279	46	2	the	the	DET
ital-13279	46	3	algorithm	algorithm	NOUN
ital-13279	46	4	,	,	PUNCT
ital-13279	46	5	it	it	PRON
ital-13279	46	6	maps	map	VERB
ital-13279	46	7	the	the	DET
ital-13279	46	8	separated	separated	ADJ
ital-13279	46	9	new	new	ADJ
ital-13279	46	10	records	record	NOUN
ital-13279	46	11	to	to	ADP
ital-13279	46	12	the	the	DET
ital-13279	46	13	same	same	ADJ
ital-13279	46	14	space	space	NOUN
ital-13279	46	15	,	,	PUNCT
ital-13279	46	16	and	and	CCONJ
ital-13279	46	17	predicts	predict	VERB
ital-13279	46	18	their	their	PRON
ital-13279	46	19	category	category	NOUN
ital-13279	46	20	based	base	VERB
ital-13279	46	21	on	on	ADP
ital-13279	46	22	which	which	DET
ital-13279	46	23	side	side	NOUN
ital-13279	46	24	of	of	ADP
ital-13279	46	25	the	the	DET
ital-13279	46	26	interval	interval	NOUN
ital-13279	46	27	they	they	PRON
ital-13279	46	28	fall	fall	VERB
ital-13279	46	29	.	.	PUNCT
ital-13279	47	1	network	network	NOUN
ital-13279	47	2	analysis	analysis	NOUN
ital-13279	47	3	techniques	technique	NOUN
ital-13279	47	4	derive	derive	VERB
ital-13279	47	5	from	from	ADP
ital-13279	47	6	network	network	NOUN
ital-13279	47	7	theory	theory	NOUN
ital-13279	47	8	,	,	PUNCT
ital-13279	47	9	a	a	DET
ital-13279	47	10	computer	computer	NOUN
ital-13279	47	11	science	science	NOUN
ital-13279	47	12	system	system	NOUN
ital-13279	47	13	demonstrating	demonstrate	VERB
ital-13279	47	14	social	social	ADJ
ital-13279	47	15	networks	network	NOUN
ital-13279	47	16	’	’	PART
ital-13279	47	17	powerful	powerful	ADJ
ital-13279	47	18	influences	influence	NOUN
ital-13279	47	19	.	.	PUNCT
ital-13279	48	1	network	network	NOUN
ital-13279	48	2	analysis	analysis	NOUN
ital-13279	48	3	technology	technology	NOUN
ital-13279	48	4	’s	’s	PART
ital-13279	48	5	characteristics	characteristic	NOUN
ital-13279	48	6	determine	determine	VERB
ital-13279	48	7	that	that	SCONJ
ital-13279	48	8	it	it	PRON
ital-13279	48	9	is	be	AUX
ital-13279	48	10	suitable	suitable	ADJ
ital-13279	48	11	for	for	ADP
ital-13279	48	12	books	book	NOUN
ital-13279	48	13	and	and	CCONJ
ital-13279	48	14	historical	historical	ADJ
ital-13279	48	15	archives	archive	NOUN
ital-13279	48	16	’	’	PART
ital-13279	48	17	visualization	visualization	NOUN
ital-13279	48	18	in	in	ADP
ital-13279	48	19	the	the	DET
ital-13279	48	20	library	library	NOUN
ital-13279	48	21	and	and	CCONJ
ital-13279	48	22	information	information	NOUN
ital-13279	48	23	science	science	NOUN
ital-13279	48	24	field	field	NOUN
ital-13279	48	25	,	,	PUNCT
ital-13279	48	26	because	because	SCONJ
ital-13279	48	27	the	the	DET
ital-13279	48	28	visualization	visualization	NOUN
ital-13279	48	29	technique	technique	NOUN
ital-13279	48	30	involves	involve	VERB
ital-13279	48	31	mapping	mapping	NOUN
ital-13279	48	32	entities	entity	NOUN
ital-13279	48	33	’	’	PART
ital-13279	48	34	relationships	relationship	NOUN
ital-13279	48	35	based	base	VERB
ital-13279	48	36	on	on	ADP
ital-13279	48	37	the	the	DET
ital-13279	48	38	symmetry	symmetry	NOUN
ital-13279	48	39	or	or	CCONJ
ital-13279	48	40	asymmetry	asymmetry	NOUN
ital-13279	48	41	of	of	ADP
ital-13279	48	42	their	their	PRON
ital-13279	48	43	relative	relative	NOUN
ital-13279	48	44	proximity.11	proximity.11	VERB
ital-13279	48	45	thus	thus	ADV
ital-13279	48	46	,	,	PUNCT
ital-13279	48	47	it	it	PRON
ital-13279	48	48	helps	help	VERB
ital-13279	48	49	to	to	PART
ital-13279	48	50	discover	discover	VERB
ital-13279	48	51	historical	historical	ADJ
ital-13279	48	52	documents	document	NOUN
ital-13279	48	53	’	’	PART
ital-13279	48	54	knowledge	knowledge	NOUN
ital-13279	48	55	relevance	relevance	NOUN
ital-13279	48	56	.	.	PUNCT
ital-13279	49	1	for	for	ADP
ital-13279	49	2	example	example	NOUN
ital-13279	49	3	,	,	PUNCT
ital-13279	49	4	citation	citation	NOUN
ital-13279	49	5	network	network	NOUN
ital-13279	49	6	analysis	analysis	NOUN
ital-13279	49	7	can	can	AUX
ital-13279	49	8	identify	identify	VERB
ital-13279	49	9	emerging	emerge	VERB
ital-13279	49	10	relationships	relationship	NOUN
ital-13279	49	11	in	in	ADP
ital-13279	49	12	healthcare	healthcare	PROPN
ital-13279	49	13	domain	domain	PROPN
ital-13279	49	14	journals.12	journals.12	PROPN
ital-13279	49	15	sample	sample	NOUN
ital-13279	49	16	data	datum	NOUN
ital-13279	49	17	preprocessing	preprocessing	NOUN
ital-13279	49	18	and	and	CCONJ
ital-13279	49	19	classification	classification	NOUN
ital-13279	49	20	this	this	DET
ital-13279	49	21	study	study	NOUN
ital-13279	49	22	uses	use	VERB
ital-13279	49	23	the	the	DET
ital-13279	49	24	catalog	catalog	NOUN
ital-13279	49	25	of	of	ADP
ital-13279	49	26	the	the	DET
ital-13279	49	27	qing	qing	NOUN
ital-13279	49	28	dynasty	dynasty	NOUN
ital-13279	49	29	historical	historical	ADJ
ital-13279	49	30	archives	archive	NOUN
ital-13279	49	31	from	from	ADP
ital-13279	49	32	the	the	DET
ital-13279	49	33	hetu	hetu	NOUN
ital-13279	49	34	dangse	dangse	NOUN
ital-13279	49	35	collected	collect	VERB
ital-13279	49	36	by	by	ADP
ital-13279	49	37	the	the	DET
ital-13279	49	38	liaoning	liaoning	NOUN
ital-13279	49	39	archives	archive	NOUN
ital-13279	49	40	as	as	SCONJ
ital-13279	49	41	the	the	DET
ital-13279	49	42	research	research	NOUN
ital-13279	49	43	sample	sample	NOUN
ital-13279	49	44	to	to	PART
ital-13279	49	45	conduct	conduct	VERB
ital-13279	49	46	text	text	NOUN
ital-13279	49	47	analysis	analysis	NOUN
ital-13279	49	48	and	and	CCONJ
ital-13279	49	49	visualization	visualization	NOUN
ital-13279	49	50	research	research	NOUN
ital-13279	49	51	.	.	PUNCT
ital-13279	50	1	china	china	PROPN
ital-13279	50	2	’s	’s	PART
ital-13279	50	3	hetu	hetu	PROPN
ital-13279	50	4	dangse	dangse	PROPN
ital-13279	50	5	is	be	AUX
ital-13279	50	6	the	the	DET
ital-13279	50	7	largest	large	ADJ
ital-13279	50	8	qing	qing	NOUN
ital-13279	50	9	dynasty	dynasty	NOUN
ital-13279	50	10	thematic	thematic	ADJ
ital-13279	50	11	archive	archive	NOUN
ital-13279	50	12	with	with	ADP
ital-13279	50	13	manchu	manchu	PROPN
ital-13279	50	14	and	and	CCONJ
ital-13279	50	15	chinese	chinese	ADJ
ital-13279	50	16	characters	character	NOUN
ital-13279	50	17	both	both	CCONJ
ital-13279	50	18	in	in	ADP
ital-13279	50	19	domestic	domestic	ADJ
ital-13279	50	20	and	and	CCONJ
ital-13279	50	21	international	international	ADJ
ital-13279	50	22	.	.	PUNCT
ital-13279	51	1	the	the	DET
ital-13279	51	2	hetu	hetu	PROPN
ital-13279	51	3	dangse	dangse	PROPN
ital-13279	51	4	is	be	AUX
ital-13279	51	5	the	the	DET
ital-13279	51	6	official	official	ADJ
ital-13279	51	7	document	document	NOUN
ital-13279	51	8	of	of	ADP
ital-13279	51	9	communication	communication	NOUN
ital-13279	51	10	between	between	ADP
ital-13279	51	11	shengjing	shengje	VERB
ital-13279	51	12	general	general	ADJ
ital-13279	51	13	yamen	yaman	NOUN
ital-13279	51	14	,	,	PUNCT
ital-13279	51	15	the	the	DET
ital-13279	51	16	wubu	wubu	NOUN
ital-13279	51	17	of	of	ADP
ital-13279	51	18	shengjing	shengjing	NOUN
ital-13279	51	19	and	and	CCONJ
ital-13279	51	20	fengtian	fengtian	ADJ
ital-13279	51	21	office	office	NOUN
ital-13279	51	22	,	,	PUNCT
ital-13279	51	23	and	and	CCONJ
ital-13279	51	24	the	the	DET
ital-13279	51	25	document	document	NOUN
ital-13279	51	26	communicated	communicate	VERB
ital-13279	51	27	between	between	ADP
ital-13279	51	28	the	the	DET
ital-13279	51	29	beijing	beijing	PROPN
ital-13279	51	30	internal	internal	PROPN
ital-13279	51	31	affairs	affairs	PROPN
ital-13279	51	32	office	office	NOUN
ital-13279	51	33	in	in	ADP
ital-13279	51	34	charge	charge	NOUN
ital-13279	51	35	and	and	CCONJ
ital-13279	51	36	the	the	DET
ital-13279	51	37	liubu	liubu	NOUN
ital-13279	51	38	of	of	ADP
ital-13279	51	39	beijing	beijing	PROPN
ital-13279	51	40	during	during	ADP
ital-13279	51	41	the	the	DET
ital-13279	51	42	qing	qing	NOUN
ital-13279	51	43	dynasty	dynasty	NOUN
ital-13279	51	44	.	.	PUNCT
ital-13279	52	1	the	the	DET
ital-13279	52	2	hetu	hetu	PROPN
ital-13279	52	3	dangse	dangse	PROPN
ital-13279	52	4	was	be	AUX
ital-13279	52	5	published	publish	VERB
ital-13279	52	6	from	from	ADP
ital-13279	52	7	2015	2015	NUM
ital-13279	52	8	to	to	ADP
ital-13279	52	9	2018	2018	NUM
ital-13279	52	10	,	,	PUNCT
ital-13279	52	11	including	include	VERB
ital-13279	52	12	the	the	DET
ital-13279	52	13	hetu	hetu	NOUN
ital-13279	52	14	dangse·kangxi	dangse·kangxi	NOUN
ital-13279	52	15	period	period	NOUN
ital-13279	52	16	(	(	PUNCT
ital-13279	52	17	56	56	NUM
ital-13279	52	18	volumes	volume	NOUN
ital-13279	52	19	)	)	PUNCT
ital-13279	52	20	,	,	PUNCT
ital-13279	52	21	hetu	hetu	NOUN
ital-13279	52	22	dangse·yongzheng	dangse·yongzheng	PROPN
ital-13279	52	23	period	period	NOUN
ital-13279	52	24	(	(	PUNCT
ital-13279	52	25	30	30	NUM
ital-13279	52	26	volumes	volume	NOUN
ital-13279	52	27	)	)	PUNCT
ital-13279	52	28	,	,	PUNCT
ital-13279	52	29	hetu	hetu	VERB
ital-13279	52	30	dangse·qianlong	dangse·qianlong	PROPN
ital-13279	52	31	period	period	NOUN
ital-13279	52	32	(	(	PUNCT
ital-13279	52	33	24	24	NUM
ital-13279	52	34	volumes	volume	NOUN
ital-13279	52	35	)	)	PUNCT
ital-13279	52	36	,	,	PUNCT
ital-13279	53	1	hetu	hetu	VERB
ital-13279	53	2	dangse·qianlong	dangse·qianlong	PROPN
ital-13279	53	3	period	period	NOUN
ital-13279	53	4	(	(	PUNCT
ital-13279	53	5	17	17	NUM
ital-13279	53	6	volumes	volume	NOUN
ital-13279	53	7	)	)	PUNCT
ital-13279	53	8	,	,	PUNCT
ital-13279	53	9	hetu	hetu	VERB
ital-13279	53	10	dangse·daoguang	dangse·daoguang	PROPN
ital-13279	53	11	period	period	NOUN
ital-13279	53	12	(	(	PUNCT
ital-13279	53	13	52	52	NUM
ital-13279	53	14	volumes	volume	NOUN
ital-13279	53	15	)	)	PUNCT
ital-13279	53	16	,	,	PUNCT
ital-13279	53	17	hetu	hetu	VERB
ital-13279	53	18	dangse·jiaqing	dangse·jiaqing	NOUN
ital-13279	53	19	period	period	NOUN
ital-13279	53	20	(	(	PUNCT
ital-13279	53	21	58	58	NUM
ital-13279	53	22	volumes	volume	NOUN
ital-13279	53	23	)	)	PUNCT
ital-13279	53	24	,	,	PUNCT
ital-13279	53	25	hetu	hetu	VERB
ital-13279	53	26	dangse·qianlong	dangse·qianlong	PROPN
ital-13279	53	27	period	period	NOUN
ital-13279	53	28	official	official	ADJ
ital-13279	53	29	documents	document	NOUN
ital-13279	53	30	(	(	PUNCT
ital-13279	53	31	46	46	NUM
ital-13279	53	32	volumes	volume	NOUN
ital-13279	53	33	)	)	PUNCT
ital-13279	53	34	,	,	PUNCT
ital-13279	54	1	hetu	hetu	VERB
ital-13279	54	2	dangse·qianlong	dangse·qianlong	PROPN
ital-13279	54	3	period	period	NOUN
ital-13279	54	4	official	official	ADJ
ital-13279	54	5	documents	document	NOUN
ital-13279	54	6	(	(	PUNCT
ital-13279	54	7	46	46	NUM
ital-13279	54	8	volumes	volume	NOUN
ital-13279	54	9	)	)	PUNCT
ital-13279	54	10	,	,	PUNCT
ital-13279	54	11	and	and	CCONJ
ital-13279	54	12	hetu	hetu	VERB
ital-13279	54	13	dangse·general	dangse·general	ADJ
ital-13279	54	14	list	list	NOUN
ital-13279	54	15	(	(	PUNCT
ital-13279	54	16	16	16	NUM
ital-13279	54	17	volumes).13	volumes).13	NOUN
ital-13279	54	18	the	the	DET
ital-13279	54	19	hetu	hetu	NOUN
ital-13279	54	20	dangse	dangse	PROPN
ital-13279	54	21	is	be	AUX
ital-13279	54	22	an	an	DET
ital-13279	54	23	information	information	NOUN
ital-13279	54	24	technology	technology	NOUN
ital-13279	54	25	and	and	CCONJ
ital-13279	54	26	libraries	library	NOUN
ital-13279	54	27	september	september	PROPN
ital-13279	54	28	2021	2021	NUM
ital-13279	54	29	text	text	NOUN
ital-13279	54	30	analysis	analysis	NOUN
ital-13279	54	31	and	and	CCONJ
ital-13279	54	32	visualization	visualization	NOUN
ital-13279	54	33	research	research	NOUN
ital-13279	54	34	on	on	ADP
ital-13279	54	35	the	the	DET
ital-13279	54	36	hetu	hetu	NOUN
ital-13279	54	37	dangse	dangse	PROPN
ital-13279	54	38	|	|	PROPN
ital-13279	54	39	wang	wang	PROPN
ital-13279	54	40	,	,	PUNCT
ital-13279	54	41	wu	wu	PROPN
ital-13279	54	42	,	,	PUNCT
ital-13279	54	43	yu	yu	PROPN
ital-13279	54	44	,	,	PUNCT
ital-13279	54	45	and	and	CCONJ
ital-13279	54	46	song	song	VERB
ital-13279	54	47	4	4	NUM
ital-13279	54	48	important	important	ADJ
ital-13279	54	49	document	document	NOUN
ital-13279	54	50	for	for	ADP
ital-13279	54	51	studying	study	VERB
ital-13279	54	52	the	the	DET
ital-13279	54	53	history	history	NOUN
ital-13279	54	54	of	of	ADP
ital-13279	54	55	the	the	DET
ital-13279	54	56	qing	qing	NOUN
ital-13279	54	57	dynasty	dynasty	NOUN
ital-13279	54	58	.	.	PUNCT
ital-13279	55	1	owing	owe	VERB
ital-13279	55	2	to	to	ADP
ital-13279	55	3	the	the	DET
ital-13279	55	4	special	special	ADJ
ital-13279	55	5	status	status	NOUN
ital-13279	55	6	of	of	ADP
ital-13279	55	7	shengjing	shengjing	NOUN
ital-13279	55	8	in	in	ADP
ital-13279	55	9	the	the	DET
ital-13279	55	10	qing	qing	NOUN
ital-13279	55	11	dynasty	dynasty	NOUN
ital-13279	55	12	,	,	PUNCT
ital-13279	55	13	it	it	PRON
ital-13279	55	14	has	have	VERB
ital-13279	55	15	a	a	DET
ital-13279	55	16	unique	unique	ADJ
ital-13279	55	17	historical	historical	ADJ
ital-13279	55	18	significance	significance	NOUN
ital-13279	55	19	as	as	ADP
ital-13279	55	20	the	the	DET
ital-13279	55	21	companion	companion	NOUN
ital-13279	55	22	capital	capital	NOUN
ital-13279	55	23	of	of	ADP
ital-13279	55	24	beijing	beijing	PROPN
ital-13279	55	25	and	and	CCONJ
ital-13279	55	26	the	the	DET
ital-13279	55	27	hometown	hometown	NOUN
ital-13279	55	28	of	of	ADP
ital-13279	55	29	the	the	DET
ital-13279	55	30	qing	qe	VERB
ital-13279	55	31	royal	royal	NOUN
ital-13279	55	32	family	family	NOUN
ital-13279	55	33	.	.	PUNCT
ital-13279	56	1	this	this	PRON
ital-13279	56	2	provides	provide	VERB
ital-13279	56	3	original	original	ADJ
ital-13279	56	4	evidence	evidence	NOUN
ital-13279	56	5	from	from	ADP
ital-13279	56	6	this	this	DET
ital-13279	56	7	time	time	NOUN
ital-13279	56	8	for	for	ADP
ital-13279	56	9	studying	study	VERB
ital-13279	56	10	politics	politic	NOUN
ital-13279	56	11	,	,	PUNCT
ital-13279	56	12	economy	economy	NOUN
ital-13279	56	13	,	,	PUNCT
ital-13279	56	14	culture	culture	NOUN
ital-13279	56	15	,	,	PUNCT
ital-13279	56	16	history	history	NOUN
ital-13279	56	17	,	,	PUNCT
ital-13279	56	18	and	and	CCONJ
ital-13279	56	19	natural	natural	ADJ
ital-13279	56	20	ecology	ecology	NOUN
ital-13279	56	21	in	in	ADP
ital-13279	56	22	northeast	northeast	ADJ
ital-13279	56	23	china	china	PROPN
ital-13279	56	24	.	.	PUNCT
ital-13279	57	1	in	in	ADP
ital-13279	57	2	this	this	DET
ital-13279	57	3	study	study	NOUN
ital-13279	57	4	,	,	PUNCT
ital-13279	57	5	we	we	PRON
ital-13279	57	6	preprocess	preprocess	VERB
ital-13279	57	7	the	the	DET
ital-13279	57	8	catalog	catalog	NOUN
ital-13279	57	9	data	datum	NOUN
ital-13279	57	10	of	of	ADP
ital-13279	57	11	the	the	DET
ital-13279	57	12	hetu	hetu	NOUN
ital-13279	57	13	dangse	dangse	VERB
ital-13279	57	14	by	by	ADP
ital-13279	57	15	performing	perform	VERB
ital-13279	57	16	text	text	NOUN
ital-13279	57	17	segmentation	segmentation	NOUN
ital-13279	57	18	,	,	PUNCT
ital-13279	57	19	creating	create	VERB
ital-13279	57	20	a	a	DET
ital-13279	57	21	corpus	corpus	NOUN
ital-13279	57	22	,	,	PUNCT
ital-13279	57	23	and	and	CCONJ
ital-13279	57	24	labeling	label	VERB
ital-13279	57	25	data	datum	NOUN
ital-13279	57	26	before	before	ADP
ital-13279	57	27	using	use	VERB
ital-13279	57	28	text	text	NOUN
ital-13279	57	29	analysis	analysis	NOUN
ital-13279	57	30	and	and	CCONJ
ital-13279	57	31	visualization	visualization	NOUN
ital-13279	57	32	technology	technology	NOUN
ital-13279	57	33	to	to	PART
ital-13279	57	34	analyze	analyze	VERB
ital-13279	57	35	the	the	DET
ital-13279	57	36	catalog	catalog	NOUN
ital-13279	57	37	data	datum	NOUN
ital-13279	57	38	of	of	ADP
ital-13279	57	39	hetu	hetu	PROPN
ital-13279	57	40	dangse	dangse	PROPN
ital-13279	57	41	.	.	PUNCT
ital-13279	58	1	first	first	ADV
ital-13279	58	2	,	,	PUNCT
ital-13279	58	3	we	we	PRON
ital-13279	58	4	use	use	VERB
ital-13279	58	5	word	word	NOUN
ital-13279	58	6	frequency	frequency	NOUN
ital-13279	58	7	analysis	analysis	NOUN
ital-13279	58	8	and	and	CCONJ
ital-13279	58	9	statistics	statistic	NOUN
ital-13279	58	10	to	to	PART
ital-13279	58	11	study	study	VERB
ital-13279	58	12	the	the	DET
ital-13279	58	13	functions	function	NOUN
ital-13279	58	14	of	of	ADP
ital-13279	58	15	institutions	institution	NOUN
ital-13279	58	16	.	.	PUNCT
ital-13279	59	1	second	second	ADV
ital-13279	59	2	,	,	PUNCT
ital-13279	59	3	we	we	PRON
ital-13279	59	4	use	use	VERB
ital-13279	59	5	the	the	DET
ital-13279	59	6	co	co	NOUN
ital-13279	59	7	-	-	NOUN
ital-13279	59	8	word	word	NOUN
ital-13279	59	9	clustering	cluster	VERB
ital-13279	59	10	algorithm	algorithm	NOUN
ital-13279	59	11	to	to	PART
ital-13279	59	12	quantify	quantify	VERB
ital-13279	59	13	and	and	CCONJ
ital-13279	59	14	visualize	visualize	VERB
ital-13279	59	15	the	the	DET
ital-13279	59	16	institutional	institutional	ADJ
ital-13279	59	17	relationships	relationship	NOUN
ital-13279	59	18	.	.	PUNCT
ital-13279	60	1	finally	finally	ADV
ital-13279	60	2	,	,	PUNCT
ital-13279	60	3	we	we	PRON
ital-13279	60	4	use	use	VERB
ital-13279	60	5	the	the	DET
ital-13279	60	6	svm	svm	PROPN
ital-13279	60	7	model	model	NOUN
ital-13279	60	8	to	to	PART
ital-13279	60	9	automatically	automatically	ADV
ital-13279	60	10	classify	classify	VERB
ital-13279	60	11	and	and	CCONJ
ital-13279	60	12	explore	explore	VERB
ital-13279	60	13	the	the	DET
ital-13279	60	14	catalog	catalog	NOUN
ital-13279	60	15	data	datum	NOUN
ital-13279	60	16	of	of	ADP
ital-13279	60	17	the	the	DET
ital-13279	60	18	hetu	hetu	NOUN
ital-13279	60	19	dangse	dangse	NOUN
ital-13279	60	20	.	.	PUNCT
ital-13279	61	1	figure	figure	VERB
ital-13279	61	2	1	1	NUM
ital-13279	61	3	illustrates	illustrate	VERB
ital-13279	61	4	this	this	DET
ital-13279	61	5	process	process	NOUN
ital-13279	61	6	.	.	PUNCT
ital-13279	62	1	figure	figure	NOUN
ital-13279	62	2	1	1	NUM
ital-13279	62	3	.	.	PUNCT
ital-13279	62	4	text	text	NOUN
ital-13279	62	5	analysis	analysis	NOUN
ital-13279	62	6	flowchart	flowchart	NOUN
ital-13279	62	7	.	.	PUNCT
ital-13279	63	1	data	data	NOUN
ital-13279	63	2	preparation	preparation	NOUN
ital-13279	63	3	and	and	CCONJ
ital-13279	63	4	preprocessing	preprocesse	VERB
ital-13279	63	5	we	we	PRON
ital-13279	63	6	collected	collect	VERB
ital-13279	63	7	95,680	95,680	NUM
ital-13279	63	8	catalog	catalog	NOUN
ital-13279	63	9	data	datum	NOUN
ital-13279	63	10	items	item	NOUN
ital-13279	63	11	in	in	ADP
ital-13279	63	12	the	the	DET
ital-13279	63	13	hetu	hetu	NOUN
ital-13279	63	14	dangse	dangse	NOUN
ital-13279	63	15	of	of	ADP
ital-13279	63	16	the	the	DET
ital-13279	63	17	liaoning	liaoning	NOUN
ital-13279	63	18	archives	archive	NOUN
ital-13279	63	19	,	,	PUNCT
ital-13279	63	20	including	include	VERB
ital-13279	63	21	25,148	25,148	NUM
ital-13279	63	22	items	item	NOUN
ital-13279	63	23	from	from	ADP
ital-13279	63	24	the	the	DET
ital-13279	63	25	kangxi	kangxi	PROPN
ital-13279	63	26	period	period	NOUN
ital-13279	63	27	;	;	PUNCT
ital-13279	63	28	1,096	1,096	NUM
ital-13279	63	29	items	item	NOUN
ital-13279	63	30	from	from	ADP
ital-13279	63	31	the	the	DET
ital-13279	63	32	yongzheng	yongzheng	PROPN
ital-13279	63	33	period	period	NOUN
ital-13279	63	34	;	;	PUNCT
ital-13279	63	35	23,819	23,819	NUM
ital-13279	63	36	items	item	NOUN
ital-13279	63	37	from	from	ADP
ital-13279	63	38	the	the	DET
ital-13279	63	39	qianlong	qianlong	ADJ
ital-13279	63	40	period	period	NOUN
ital-13279	63	41	;	;	PUNCT
ital-13279	63	42	20,730	20,730	NUM
ital-13279	63	43	items	item	NOUN
ital-13279	63	44	from	from	ADP
ital-13279	63	45	the	the	DET
ital-13279	63	46	jiaqing	jiaqe	VERB
ital-13279	63	47	period	period	NOUN
ital-13279	63	48	;	;	PUNCT
ital-13279	63	49	and	and	CCONJ
ital-13279	63	50	15,887	15,887	NUM
ital-13279	63	51	items	item	NOUN
ital-13279	63	52	from	from	ADP
ital-13279	63	53	the	the	DET
ital-13279	63	54	daoguang	daoguang	NOUN
ital-13279	63	55	period	period	NOUN
ital-13279	63	56	.	.	PUNCT
ital-13279	64	1	the	the	DET
ital-13279	64	2	content	content	NOUN
ital-13279	64	3	of	of	ADP
ital-13279	64	4	each	each	DET
ital-13279	64	5	catalog	catalog	NOUN
ital-13279	64	6	data	datum	NOUN
ital-13279	64	7	includes	include	VERB
ital-13279	64	8	three	three	NUM
ital-13279	64	9	parts	part	NOUN
ital-13279	64	10	:	:	PUNCT
ital-13279	64	11	title	title	NOUN
ital-13279	64	12	information	information	NOUN
ital-13279	64	13	,	,	PUNCT
ital-13279	64	14	time	time	NOUN
ital-13279	64	15	of	of	ADP
ital-13279	64	16	publication	publication	NOUN
ital-13279	64	17	(	(	PUNCT
ital-13279	64	18	chinese	chinese	ADJ
ital-13279	64	19	lunar	lunar	ADJ
ital-13279	64	20	calendar	calendar	NOUN
ital-13279	64	21	)	)	PUNCT
ital-13279	64	22	,	,	PUNCT
ital-13279	64	23	and	and	CCONJ
ital-13279	64	24	responsible	responsible	ADJ
ital-13279	64	25	agency	agency	NOUN
ital-13279	64	26	.	.	PUNCT
ital-13279	65	1	the	the	DET
ital-13279	65	2	proportion	proportion	NOUN
ital-13279	65	3	for	for	ADP
ital-13279	65	4	each	each	DET
ital-13279	65	5	period	period	NOUN
ital-13279	65	6	was	be	AUX
ital-13279	65	7	not	not	PART
ital-13279	65	8	evenly	evenly	ADV
ital-13279	65	9	distributed	distribute	VERB
ital-13279	65	10	in	in	ADP
ital-13279	65	11	the	the	DET
ital-13279	65	12	catalog	catalog	NOUN
ital-13279	65	13	data	datum	NOUN
ital-13279	65	14	of	of	ADP
ital-13279	65	15	the	the	DET
ital-13279	65	16	hetu	hetu	NOUN
ital-13279	65	17	dangse	dangse	VERB
ital-13279	65	18	with	with	ADP
ital-13279	65	19	the	the	DET
ital-13279	65	20	kangxi	kangxi	PROPN
ital-13279	65	21	period	period	NOUN
ital-13279	65	22	catalog	catalog	NOUN
ital-13279	65	23	data	datum	NOUN
ital-13279	65	24	having	have	VERB
ital-13279	65	25	the	the	DET
ital-13279	65	26	highest	high	ADJ
ital-13279	65	27	proportion	proportion	NOUN
ital-13279	65	28	(	(	PUNCT
ital-13279	65	29	26.2	26.2	NUM
ital-13279	65	30	%	%	NOUN
ital-13279	65	31	)	)	PUNCT
ital-13279	65	32	.	.	PUNCT
ital-13279	66	1	through	through	ADP
ital-13279	66	2	the	the	DET
ital-13279	66	3	catalog	catalog	NOUN
ital-13279	66	4	data	datum	NOUN
ital-13279	66	5	information	information	NOUN
ital-13279	66	6	,	,	PUNCT
ital-13279	66	7	we	we	PRON
ital-13279	66	8	can	can	AUX
ital-13279	66	9	perform	perform	VERB
ital-13279	66	10	an	an	DET
ital-13279	66	11	in	in	ADP
ital-13279	66	12	-depth	-depth	ADJ
ital-13279	66	13	analysis	analysis	NOUN
ital-13279	66	14	of	of	ADP
ital-13279	66	15	the	the	DET
ital-13279	66	16	content	content	NOUN
ital-13279	66	17	of	of	ADP
ital-13279	66	18	the	the	DET
ital-13279	66	19	hetu	hetu	NOUN
ital-13279	66	20	dangse	dangse	VERB
ital-13279	66	21	from	from	ADP
ital-13279	66	22	the	the	DET
ital-13279	66	23	three	three	NUM
ital-13279	66	24	perspectives	perspective	NOUN
ital-13279	66	25	:	:	PUNCT
ital-13279	66	26	institutional	institutional	ADJ
ital-13279	66	27	functions	function	NOUN
ital-13279	66	28	,	,	PUNCT
ital-13279	66	29	institutional	institutional	ADJ
ital-13279	66	30	relationships	relationship	NOUN
ital-13279	66	31	,	,	PUNCT
ital-13279	66	32	and	and	CCONJ
ital-13279	66	33	topic	topic	NOUN
ital-13279	66	34	classification	classification	NOUN
ital-13279	66	35	.	.	PUNCT
ital-13279	67	1	data	datum	NOUN
ital-13279	67	2	cleaning	clean	VERB
ital-13279	67	3	as	as	ADP
ital-13279	67	4	the	the	DET
ital-13279	67	5	text	text	NOUN
ital-13279	67	6	recorded	record	VERB
ital-13279	67	7	in	in	ADP
ital-13279	67	8	the	the	DET
ital-13279	67	9	archives	archive	NOUN
ital-13279	67	10	of	of	ADP
ital-13279	67	11	the	the	DET
ital-13279	67	12	hetu	hetu	NOUN
ital-13279	67	13	dangse	dangse	PROPN
ital-13279	67	14	are	be	AUX
ital-13279	67	15	manchu	manchu	ADJ
ital-13279	67	16	and	and	CCONJ
ital-13279	67	17	ancient	ancient	ADJ
ital-13279	67	18	chinese	chinese	PROPN
ital-13279	67	19	,	,	PUNCT
ital-13279	67	20	using	use	VERB
ital-13279	67	21	chinese	chinese	ADJ
ital-13279	67	22	word	word	NOUN
ital-13279	67	23	segmentation	segmentation	NOUN
ital-13279	67	24	tools	tool	NOUN
ital-13279	67	25	(	(	PUNCT
ital-13279	67	26	jieba	jieba	PROPN
ital-13279	67	27	,	,	PUNCT
ital-13279	67	28	snownlp	snownlp	PROPN
ital-13279	67	29	,	,	PUNCT
ital-13279	67	30	thulac	thulac	PROPN
ital-13279	67	31	,	,	PUNCT
ital-13279	67	32	etc	etc	X
ital-13279	67	33	.	.	PUNCT
ital-13279	67	34	)	)	PUNCT
ital-13279	67	35	based	base	VERB
ital-13279	67	36	on	on	ADP
ital-13279	67	37	modern	modern	ADJ
ital-13279	67	38	chinese	chinese	PROPN
ital-13279	67	39	will	will	AUX
ital-13279	67	40	cause	cause	VERB
ital-13279	67	41	errors	error	NOUN
ital-13279	67	42	.	.	PUNCT
ital-13279	68	1	therefore	therefore	ADV
ital-13279	68	2	,	,	PUNCT
ital-13279	68	3	it	it	PRON
ital-13279	68	4	is	be	AUX
ital-13279	68	5	necessary	necessary	ADJ
ital-13279	68	6	to	to	PART
ital-13279	68	7	construct	construct	VERB
ital-13279	68	8	a	a	DET
ital-13279	68	9	special	special	ADJ
ital-13279	68	10	text	text	NOUN
ital-13279	68	11	corpus	corpus	NOUN
ital-13279	68	12	for	for	ADP
ital-13279	68	13	word	word	NOUN
ital-13279	68	14	segmentation	segmentation	NOUN
ital-13279	68	15	.	.	PUNCT
ital-13279	69	1	first	first	ADV
ital-13279	69	2	,	,	PUNCT
ital-13279	69	3	we	we	PRON
ital-13279	69	4	construct	construct	VERB
ital-13279	69	5	a	a	DET
ital-13279	69	6	stop	stop	NOUN
ital-13279	69	7	vocabulary	vocabulary	ADJ
ital-13279	69	8	list	list	NOUN
ital-13279	69	9	to	to	PART
ital-13279	69	10	remove	remove	VERB
ital-13279	69	11	words	word	NOUN
ital-13279	69	12	with	with	ADP
ital-13279	69	13	little	little	ADJ
ital-13279	69	14	impact	impact	NOUN
ital-13279	69	15	on	on	ADP
ital-13279	69	16	semantics	semantic	NOUN
ital-13279	69	17	in	in	ADP
ital-13279	69	18	the	the	DET
ital-13279	69	19	hetu	hetu	NOUN
ital-13279	69	20	dangse	dangse	NOUN
ital-13279	69	21	,	,	PUNCT
ital-13279	69	22	such	such	ADJ
ital-13279	69	23	as	as	ADP
ital-13279	69	24	for	for	ADP
ital-13279	69	25	(	(	PUNCT
ital-13279	69	26	为	为	NOUN
ital-13279	69	27	)	)	PUNCT
ital-13279	69	28	,	,	PUNCT
ital-13279	69	29	please	please	INTJ
ital-13279	69	30	(	(	PUNCT
ital-13279	69	31	请	请	X
ital-13279	69	32	)	)	PUNCT
ital-13279	69	33	and	and	CCONJ
ital-13279	69	34	of	of	ADP
ital-13279	69	35	(	(	PUNCT
ital-13279	69	36	之	之	X
ital-13279	69	37	)	)	PUNCT
ital-13279	69	38	.	.	PUNCT
ital-13279	70	1	second	second	ADV
ital-13279	70	2	,	,	PUNCT
ital-13279	70	3	we	we	PRON
ital-13279	70	4	use	use	VERB
ital-13279	70	5	the	the	DET
ital-13279	70	6	word	word	NOUN
ital-13279	70	7	segmentation	segmentation	NOUN
ital-13279	70	8	tools	tool	NOUN
ital-13279	70	9	mentioned	mention	VERB
ital-13279	70	10	above	above	ADV
ital-13279	70	11	for	for	ADP
ital-13279	70	12	preliminary	preliminary	ADJ
ital-13279	70	13	word	word	NOUN
ital-13279	70	14	segmentation	segmentation	NOUN
ital-13279	70	15	and	and	CCONJ
ital-13279	70	16	then	then	ADV
ital-13279	70	17	perform	perform	VERB
ital-13279	70	18	part	part	NOUN
ital-13279	70	19	-	-	PUNCT
ital-13279	70	20	of	of	ADP
ital-13279	70	21	-	-	PUNCT
ital-13279	70	22	speech	speech	NOUN
ital-13279	70	23	tagging	tagging	NOUN
ital-13279	70	24	and	and	CCONJ
ital-13279	70	25	word	word	NOUN
ital-13279	70	26	segmentation	segmentation	NOUN
ital-13279	70	27	corrections	correction	NOUN
ital-13279	70	28	based	base	VERB
ital-13279	70	29	on	on	ADP
ital-13279	70	30	the	the	DET
ital-13279	70	31	word	word	NOUN
ital-13279	70	32	segmentation	segmentation	NOUN
ital-13279	70	33	results	result	NOUN
ital-13279	70	34	.	.	PUNCT
ital-13279	71	1	the	the	DET
ital-13279	71	2	title	title	NOUN
ital-13279	71	3	part	part	NOUN
ital-13279	71	4	of	of	ADP
ital-13279	71	5	the	the	DET
ital-13279	71	6	catalog	catalog	NOUN
ital-13279	71	7	data	datum	NOUN
ital-13279	71	8	of	of	ADP
ital-13279	71	9	the	the	DET
ital-13279	71	10	hetu	hetu	NOUN
ital-13279	71	11	dangse	dangse	PROPN
ital-13279	71	12	mainly	mainly	ADV
ital-13279	71	13	contains	contain	VERB
ital-13279	71	14	three	three	NUM
ital-13279	71	15	dimensions	dimension	NOUN
ital-13279	71	16	of	of	ADP
ital-13279	71	17	information	information	NOUN
ital-13279	71	18	:	:	PUNCT
ital-13279	71	19	the	the	DET
ital-13279	71	20	record	record	NOUN
ital-13279	71	21	title	title	NOUN
ital-13279	71	22	of	of	ADP
ital-13279	71	23	the	the	DET
ital-13279	71	24	catalog	catalog	NOUN
ital-13279	71	25	,	,	PUNCT
ital-13279	71	26	issuing	issue	VERB
ital-13279	71	27	institution	institution	NOUN
ital-13279	71	28	,	,	PUNCT
ital-13279	71	29	and	and	CCONJ
ital-13279	71	30	receiving	receive	VERB
ital-13279	71	31	institution	institution	NOUN
ital-13279	71	32	.	.	PUNCT
ital-13279	72	1	accordingly	accordingly	ADV
ital-13279	72	2	,	,	PUNCT
ital-13279	72	3	we	we	PRON
ital-13279	72	4	set	set	VERB
ital-13279	72	5	a	a	DET
ital-13279	72	6	total	total	NOUN
ital-13279	72	7	of	of	ADP
ital-13279	72	8	four	four	NUM
ital-13279	72	9	types	type	NOUN
ital-13279	72	10	of	of	ADP
ital-13279	72	11	tags	tag	NOUN
ital-13279	72	12	in	in	ADP
ital-13279	72	13	the	the	DET
ital-13279	72	14	text	text	NOUN
ital-13279	72	15	corpus	corpus	NOUN
ital-13279	72	16	:	:	PUNCT
ital-13279	72	17	issuing	issue	VERB
ital-13279	72	18	institution	institution	NOUN
ital-13279	72	19	,	,	PUNCT
ital-13279	72	20	receiving	receive	VERB
ital-13279	72	21	institution	institution	NOUN
ital-13279	72	22	,	,	PUNCT
ital-13279	72	23	record	record	NOUN
ital-13279	72	24	type	type	NOUN
ital-13279	72	25	,	,	PUNCT
ital-13279	72	26	and	and	CCONJ
ital-13279	72	27	keywords	keyword	NOUN
ital-13279	72	28	.	.	PUNCT
ital-13279	73	1	the	the	DET
ital-13279	73	2	receiving	receive	VERB
ital-13279	73	3	institution	institution	NOUN
ital-13279	73	4	and	and	CCONJ
ital-13279	73	5	the	the	DET
ital-13279	73	6	issuing	issue	VERB
ital-13279	73	7	institution	institution	NOUN
ital-13279	73	8	correspond	correspond	VERB
ital-13279	73	9	to	to	ADP
ital-13279	73	10	the	the	DET
ital-13279	73	11	institutions	institution	NOUN
ital-13279	73	12	at	at	ADP
ital-13279	73	13	the	the	DET
ital-13279	73	14	beginning	beginning	NOUN
ital-13279	73	15	and	and	CCONJ
ital-13279	73	16	the	the	DET
ital-13279	73	17	end	end	NOUN
ital-13279	73	18	of	of	ADP
ital-13279	73	19	the	the	DET
ital-13279	73	20	catalog	catalog	NOUN
ital-13279	73	21	,	,	PUNCT
ital-13279	73	22	respectively	respectively	ADV
ital-13279	73	23	,	,	PUNCT
ital-13279	73	24	such	such	ADJ
ital-13279	73	25	as	as	ADP
ital-13279	73	26	the	the	DET
ital-13279	73	27	words	word	NOUN
ital-13279	73	28	shengjing	shengje	VERB
ital-13279	73	29	zhangguan	zhangguan	PROPN
ital-13279	73	30	fang	fang	PROPN
ital-13279	73	31	zuoling	zuoling	PROPN
ital-13279	73	32	,	,	PUNCT
ital-13279	73	33	and	and	CCONJ
ital-13279	73	34	shengjing	shengje	VERB
ital-13279	73	35	ministry	ministry	PROPN
ital-13279	73	36	of	of	ADP
ital-13279	73	37	justice	justice	PROPN
ital-13279	73	38	.	.	PUNCT
ital-13279	74	1	the	the	DET
ital-13279	74	2	record	record	NOUN
ital-13279	74	3	type	type	NOUN
ital-13279	74	4	is	be	AUX
ital-13279	74	5	the	the	DET
ital-13279	74	6	front	front	ADJ
ital-13279	74	7	word	word	NOUN
ital-13279	74	8	of	of	ADP
ital-13279	74	9	the	the	DET
ital-13279	74	10	receiving	receive	VERB
ital-13279	74	11	institution	institution	NOUN
ital-13279	74	12	,	,	PUNCT
ital-13279	74	13	such	such	ADJ
ital-13279	74	14	as	as	ADP
ital-13279	74	15	counseling	counseling	NOUN
ital-13279	74	16	(	(	PUNCT
ital-13279	74	17	咨	咨	X
ital-13279	74	18	)	)	PUNCT
ital-13279	74	19	and	and	CCONJ
ital-13279	74	20	please	please	INTJ
ital-13279	74	21	(	(	PUNCT
ital-13279	74	22	请	请	X
ital-13279	74	23	)	)	PUNCT
ital-13279	74	24	.	.	PUNCT
ital-13279	75	1	the	the	DET
ital-13279	75	2	keywords	keyword	NOUN
ital-13279	75	3	are	be	AUX
ital-13279	75	4	words	word	NOUN
ital-13279	75	5	that	that	PRON
ital-13279	75	6	can	can	AUX
ital-13279	75	7	represent	represent	VERB
ital-13279	75	8	the	the	DET
ital-13279	75	9	overall	overall	ADJ
ital-13279	75	10	semantics	semantic	NOUN
ital-13279	75	11	information	information	NOUN
ital-13279	75	12	technology	technology	NOUN
ital-13279	75	13	and	and	CCONJ
ital-13279	75	14	libraries	library	NOUN
ital-13279	75	15	september	september	PROPN
ital-13279	75	16	2021	2021	NUM
ital-13279	75	17	text	text	NOUN
ital-13279	75	18	analysis	analysis	NOUN
ital-13279	75	19	and	and	CCONJ
ital-13279	75	20	visualization	visualization	NOUN
ital-13279	75	21	research	research	NOUN
ital-13279	75	22	on	on	ADP
ital-13279	75	23	the	the	DET
ital-13279	75	24	hetu	hetu	NOUN
ital-13279	75	25	dangse	dangse	PROPN
ital-13279	75	26	|	|	PROPN
ital-13279	75	27	wang	wang	PROPN
ital-13279	75	28	,	,	PUNCT
ital-13279	75	29	wu	wu	PROPN
ital-13279	75	30	,	,	PUNCT
ital-13279	75	31	yu	yu	PROPN
ital-13279	75	32	,	,	PUNCT
ital-13279	75	33	and	and	CCONJ
ital-13279	75	34	song	song	NOUN
ital-13279	75	35	5	5	NUM
ital-13279	75	36	in	in	ADP
ital-13279	75	37	the	the	DET
ital-13279	75	38	record	record	NOUN
ital-13279	75	39	title	title	NOUN
ital-13279	75	40	of	of	ADP
ital-13279	75	41	the	the	DET
ital-13279	75	42	catalog	catalog	NOUN
ital-13279	75	43	,	,	PUNCT
ital-13279	75	44	such	such	ADJ
ital-13279	75	45	as	as	ADP
ital-13279	75	46	arrest	arrest	NOUN
ital-13279	75	47	(	(	PUNCT
ital-13279	75	48	缉拿	缉拿	INTJ
ital-13279	75	49	)	)	PUNCT
ital-13279	75	50	and	and	CCONJ
ital-13279	75	51	advance	advance	NOUN
ital-13279	75	52	(	(	PUNCT
ital-13279	75	53	进送	进送	ADV
ital-13279	75	54	)	)	PUNCT
ital-13279	75	55	.	.	PUNCT
ital-13279	76	1	table	table	NOUN
ital-13279	76	2	1	1	NUM
ital-13279	76	3	presents	present	VERB
ital-13279	76	4	the	the	DET
ital-13279	76	5	corpus	corpus	NOUN
ital-13279	76	6	we	we	PRON
ital-13279	76	7	developed	develop	VERB
ital-13279	76	8	.	.	PUNCT
ital-13279	77	1	table	table	NOUN
ital-13279	77	2	1	1	NUM
ital-13279	77	3	.	.	X
ital-13279	78	1	hetu	hetu	PROPN
ital-13279	78	2	dangse	dangse	PROPN
ital-13279	78	3	corpus	corpus	PROPN
ital-13279	78	4	num	num	PROPN
ital-13279	78	5	word	word	NOUN
ital-13279	78	6	property1	property1	NOUN
ital-13279	78	7	property	property	NOUN
ital-13279	78	8	2	2	NUM
ital-13279	78	9	1	1	NUM
ital-13279	78	10	盛京掌关防佐领	盛京掌关防佐领	PROPN
ital-13279	78	11	organization	organization	NOUN
ital-13279	78	12	noun	noun	PROPN
ital-13279	78	13	2	2	NUM
ital-13279	78	14	为	为	NOUN
ital-13279	78	15	stop_words	stop_word	VERB
ital-13279	78	16	preposition	preposition	NOUN
ital-13279	78	17	3	3	NUM
ital-13279	78	18	缉拿	缉拿	PROPN
ital-13279	78	19	keywords	keyword	VERB
ital-13279	78	20	verb	verb	NOUN
ital-13279	78	21	4	4	NUM
ital-13279	78	22	逃人	逃人	NOUN
ital-13279	78	23	keywords	keyword	VERB
ital-13279	78	24	noun	noun	PROPN
ital-13279	78	25	5	5	NUM
ital-13279	78	26	舒廷	舒廷	PROPN
ital-13279	78	27	name	name	PROPN
ital-13279	78	28	noun	noun	PROPN
ital-13279	78	29	6	6	NUM
ital-13279	78	30	官事	官事	PROPN
ital-13279	78	31	stop_words	stop_words	PROPN
ital-13279	78	32	noun	noun	PROPN
ital-13279	78	33	7	7	NUM
ital-13279	78	34	咨	咨	PROPN
ital-13279	78	35	keywords	keyword	NOUN
ital-13279	78	36	verb	verb	VERB
ital-13279	78	37	8	8	NUM
ital-13279	78	38	盛京刑部	盛京刑部	PROPN
ital-13279	78	39	organization	organization	NOUN
ital-13279	78	40	noun	noun	PROPN
ital-13279	78	41	9	9	NUM
ital-13279	78	42	正白旗佐领	正白旗佐领	NOUN
ital-13279	78	43	organization	organization	NOUN
ital-13279	78	44	noun	noun	PROPN
ital-13279	78	45	10	10	NUM
ital-13279	78	46	兆麟	兆麟	PROPN
ital-13279	78	47	name	name	NOUN
ital-13279	78	48	noun	noun	PROPN
ital-13279	78	49	11	11	NUM
ital-13279	78	50	呈	呈	PROPN
ital-13279	78	51	stop_words	stop_word	NOUN
ital-13279	78	52	preposition	preposition	NOUN
ital-13279	78	53	12	12	NUM
ital-13279	78	54	为	为	NOUN
ital-13279	78	55	stop_words	stop_word	VERB
ital-13279	78	56	preposition	preposition	NOUN
ital-13279	78	57	13	13	NUM
ital-13279	78	58	交纳	交纳	PROPN
ital-13279	78	59	keywords	keyword	NOUN
ital-13279	78	60	verb	verb	VERB
ital-13279	78	61	14	14	NUM
ital-13279	78	62	壮丁	壮丁	NOUN
ital-13279	78	63	keywords	keyword	VERB
ital-13279	78	64	noun	noun	PROPN
ital-13279	78	65	15	15	NUM
ital-13279	78	66	银两事	银两事	NOUN
ital-13279	78	67	keywords	keyword	VERB
ital-13279	78	68	noun	noun	PROPN
ital-13279	78	69	┋	┋	NUM
ital-13279	78	70	┋	┋	NUM
ital-13279	78	71	┋	┋	NUM
ital-13279	78	72	┋	┋	NUM
ital-13279	78	73	61047	61047	NUM
ital-13279	78	74	收讫事	收讫事	NOUN
ital-13279	78	75	keywords	keyword	VERB
ital-13279	78	76	noun	noun	PROPN
ital-13279	78	77	61048	61048	NUM
ital-13279	78	78	盛京佐领	盛京佐领	PROPN
ital-13279	78	79	organization	organization	PROPN
ital-13279	78	80	noun	noun	PROPN
ital-13279	78	81	label	label	PROPN
ital-13279	78	82	data	datum	NOUN
ital-13279	78	83	to	to	PART
ital-13279	78	84	improve	improve	VERB
ital-13279	78	85	the	the	DET
ital-13279	78	86	utilization	utilization	NOUN
ital-13279	78	87	efficiency	efficiency	NOUN
ital-13279	78	88	of	of	ADP
ital-13279	78	89	the	the	DET
ital-13279	78	90	hetu	hetu	NOUN
ital-13279	78	91	dangse	dangse	NOUN
ital-13279	78	92	and	and	CCONJ
ital-13279	78	93	show	show	VERB
ital-13279	78	94	the	the	DET
ital-13279	78	95	document	document	NOUN
ital-13279	78	96	content	content	NOUN
ital-13279	78	97	information	information	NOUN
ital-13279	78	98	from	from	ADP
ital-13279	78	99	multiple	multiple	ADJ
ital-13279	78	100	angles	angle	NOUN
ital-13279	78	101	,	,	PUNCT
ital-13279	78	102	we	we	PRON
ital-13279	78	103	use	use	VERB
ital-13279	78	104	a	a	DET
ital-13279	78	105	supervised	supervised	ADJ
ital-13279	78	106	machine	machine	NOUN
ital-13279	78	107	learning	learning	NOUN
ital-13279	78	108	method	method	NOUN
ital-13279	78	109	to	to	PART
ital-13279	78	110	automatically	automatically	ADV
ital-13279	78	111	classify	classify	VERB
ital-13279	78	112	the	the	DET
ital-13279	78	113	catalog	catalog	NOUN
ital-13279	78	114	data	datum	NOUN
ital-13279	78	115	of	of	ADP
ital-13279	78	116	the	the	DET
ital-13279	78	117	hetu	hetu	NOUN
ital-13279	78	118	dangse	dangse	NOUN
ital-13279	78	119	.	.	PUNCT
ital-13279	79	1	therefore	therefore	ADV
ital-13279	79	2	,	,	PUNCT
ital-13279	79	3	the	the	DET
ital-13279	79	4	original	original	ADJ
ital-13279	79	5	catalog	catalog	NOUN
ital-13279	79	6	data	datum	NOUN
ital-13279	79	7	set	set	VERB
ital-13279	79	8	must	must	AUX
ital-13279	79	9	be	be	AUX
ital-13279	79	10	labeled	label	VERB
ital-13279	79	11	.	.	PUNCT
ital-13279	80	1	we	we	PRON
ital-13279	80	2	determine	determine	VERB
ital-13279	80	3	the	the	DET
ital-13279	80	4	classification	classification	NOUN
ital-13279	80	5	and	and	CCONJ
ital-13279	80	6	label	label	NOUN
ital-13279	80	7	of	of	ADP
ital-13279	80	8	the	the	DET
ital-13279	80	9	hetu	hetu	NOUN
ital-13279	80	10	dangse	dangse	ADJ
ital-13279	80	11	catalog	catalog	NOUN
ital-13279	80	12	according	accord	VERB
ital-13279	80	13	to	to	ADP
ital-13279	80	14	the	the	DET
ital-13279	80	15	chinese	chinese	ADJ
ital-13279	80	16	archives	archive	NOUN
ital-13279	80	17	classification	classification	NOUN
ital-13279	80	18	law	law	NOUN
ital-13279	80	19	,	,	PUNCT
ital-13279	80	20	chapter	chapter	NOUN
ital-13279	80	21	12	12	NUM
ital-13279	80	22	.	.	PUNCT
ital-13279	81	1	table	table	NOUN
ital-13279	81	2	2	2	NUM
ital-13279	81	3	presents	present	VERB
ital-13279	81	4	the	the	DET
ital-13279	81	5	11	11	NUM
ital-13279	81	6	categories	category	NOUN
ital-13279	81	7	of	of	ADP
ital-13279	81	8	the	the	DET
ital-13279	81	9	catalog	catalog	NOUN
ital-13279	81	10	.	.	PUNCT
ital-13279	82	1	with	with	ADP
ital-13279	82	2	this	this	PRON
ital-13279	82	3	,	,	PUNCT
ital-13279	82	4	we	we	PRON
ital-13279	82	5	complete	complete	VERB
ital-13279	82	6	the	the	DET
ital-13279	82	7	hetu	hetu	NOUN
ital-13279	82	8	dangse	dangse	ADJ
ital-13279	82	9	catalog	catalog	NOUN
ital-13279	82	10	sampling	sample	VERB
ital-13279	82	11	classification	classification	NOUN
ital-13279	82	12	and	and	CCONJ
ital-13279	82	13	labeling	labeling	NOUN
ital-13279	82	14	laying	lay	VERB
ital-13279	82	15	the	the	DET
ital-13279	82	16	foundation	foundation	NOUN
ital-13279	82	17	for	for	ADP
ital-13279	82	18	automatic	automatic	ADJ
ital-13279	82	19	catalog	catalog	NOUN
ital-13279	82	20	classification	classification	NOUN
ital-13279	82	21	.	.	PUNCT
ital-13279	83	1	the	the	DET
ital-13279	83	2	hetu	hetu	PROPN
ital-13279	83	3	dangse	dangse	PROPN
ital-13279	83	4	has	have	VERB
ital-13279	83	5	a	a	DET
ital-13279	83	6	total	total	NOUN
ital-13279	83	7	of	of	ADP
ital-13279	83	8	95,680	95,680	NUM
ital-13279	83	9	catalog	catalog	NOUN
ital-13279	83	10	records	record	NOUN
ital-13279	83	11	involving	involve	VERB
ital-13279	83	12	five	five	NUM
ital-13279	83	13	periods	period	NOUN
ital-13279	83	14	:	:	PUNCT
ital-13279	83	15	kangxi	kangxi	PROPN
ital-13279	83	16	,	,	PUNCT
ital-13279	83	17	yongzheng	yongzheng	PROPN
ital-13279	83	18	,	,	PUNCT
ital-13279	83	19	qianlong	qianlong	PROPN
ital-13279	83	20	,	,	PUNCT
ital-13279	83	21	jiaqing	jiaqing	NOUN
ital-13279	83	22	,	,	PUNCT
ital-13279	83	23	and	and	CCONJ
ital-13279	83	24	daoguang	daoguang	PROPN
ital-13279	83	25	.	.	PUNCT
ital-13279	84	1	we	we	PRON
ital-13279	84	2	randomly	randomly	ADV
ital-13279	84	3	select	select	VERB
ital-13279	84	4	500	500	NUM
ital-13279	84	5	records	record	NOUN
ital-13279	84	6	from	from	ADP
ital-13279	84	7	each	each	DET
ital-13279	84	8	period	period	NOUN
ital-13279	84	9	and	and	CCONJ
ital-13279	84	10	manually	manually	ADV
ital-13279	84	11	label	label	VERB
ital-13279	84	12	these	these	DET
ital-13279	84	13	2,500	2,500	NUM
ital-13279	84	14	records	record	NOUN
ital-13279	84	15	as	as	SCONJ
ital-13279	84	16	the	the	DET
ital-13279	84	17	sample	sample	NOUN
ital-13279	84	18	data	datum	NOUN
ital-13279	84	19	set	set	VERB
ital-13279	84	20	.	.	PUNCT
ital-13279	85	1	the	the	DET
ital-13279	85	2	data	data	NOUN
ital-13279	85	3	classification	classification	NOUN
ital-13279	85	4	after	after	SCONJ
ital-13279	85	5	manual	manual	ADJ
ital-13279	85	6	labeling	labeling	NOUN
ital-13279	85	7	is	be	AUX
ital-13279	85	8	shown	show	VERB
ital-13279	85	9	in	in	ADP
ital-13279	85	10	figure	figure	NOUN
ital-13279	85	11	2	2	NUM
ital-13279	85	12	.	.	PUNCT
ital-13279	86	1	the	the	DET
ital-13279	86	2	overall	overall	ADJ
ital-13279	86	3	distribution	distribution	NOUN
ital-13279	86	4	is	be	AUX
ital-13279	86	5	relatively	relatively	ADV
ital-13279	86	6	even	even	ADV
ital-13279	86	7	,	,	PUNCT
ital-13279	86	8	making	make	VERB
ital-13279	86	9	it	it	PRON
ital-13279	86	10	suitable	suitable	ADJ
ital-13279	86	11	for	for	ADP
ital-13279	86	12	machine	machine	NOUN
ital-13279	86	13	learning	learning	NOUN
ital-13279	86	14	processing	processing	NOUN
ital-13279	86	15	.	.	PUNCT
ital-13279	87	1	information	information	NOUN
ital-13279	87	2	technology	technology	NOUN
ital-13279	87	3	and	and	CCONJ
ital-13279	87	4	libraries	library	NOUN
ital-13279	87	5	september	september	PROPN
ital-13279	87	6	2021	2021	NUM
ital-13279	87	7	text	text	NOUN
ital-13279	87	8	analysis	analysis	NOUN
ital-13279	87	9	and	and	CCONJ
ital-13279	87	10	visualization	visualization	NOUN
ital-13279	87	11	research	research	NOUN
ital-13279	87	12	on	on	ADP
ital-13279	87	13	the	the	DET
ital-13279	87	14	hetu	hetu	NOUN
ital-13279	87	15	dangse	dangse	PROPN
ital-13279	87	16	|	|	PROPN
ital-13279	87	17	wang	wang	PROPN
ital-13279	87	18	,	,	PUNCT
ital-13279	87	19	wu	wu	PROPN
ital-13279	87	20	,	,	PUNCT
ital-13279	87	21	yu	yu	PROPN
ital-13279	87	22	,	,	PUNCT
ital-13279	87	23	and	and	CCONJ
ital-13279	87	24	song	song	NOUN
ital-13279	87	25	6	6	NUM
ital-13279	87	26	table	table	NOUN
ital-13279	87	27	2	2	NUM
ital-13279	87	28	.	.	X
ital-13279	88	1	data	datum	NOUN
ital-13279	88	2	labels	label	VERB
ital-13279	88	3	num	num	ADJ
ital-13279	88	4	category	category	NOUN
ital-13279	88	5	1	1	NUM
ital-13279	88	6	type	type	NOUN
ital-13279	88	7	of	of	ADP
ital-13279	88	8	official	official	ADJ
ital-13279	88	9	documents	document	NOUN
ital-13279	88	10	（	（	PUNCT
ital-13279	88	11	政务种类	政务种类	NOUN
ital-13279	88	12	）	）	PUNCT
ital-13279	88	13	2	2	NUM
ital-13279	88	14	palace	palace	NOUN
ital-13279	88	15	,	,	PUNCT
ital-13279	88	16	royal	royal	ADJ
ital-13279	88	17	family	family	NOUN
ital-13279	88	18	and	and	CCONJ
ital-13279	88	19	eight	eight	NUM
ital-13279	88	20	banners	banner	NOUN
ital-13279	88	21	affairs（宫	affairs（宫	PROPN
ital-13279	88	22	廷、皇族及八旗事务	廷、皇族及八旗事务	SPACE
ital-13279	88	23	）	）	PUNCT
ital-13279	88	24	3	3	NUM
ital-13279	88	25	bureaucracy	bureaucracy	NOUN
ital-13279	88	26	,	,	PUNCT
ital-13279	88	27	officials（职官、吏役	officials（职官、吏役	NOUN
ital-13279	88	28	）	）	PROPN
ital-13279	88	29	4	4	NUM
ital-13279	88	30	military（军事	military（军事	PROPN
ital-13279	88	31	）	）	PUNCT
ital-13279	88	32	5	5	NUM
ital-13279	88	33	politics	politic	NOUN
ital-13279	88	34	and	and	CCONJ
ital-13279	88	35	law（政法	law（政法	NOUN
ital-13279	88	36	）	）	PUNCT
ital-13279	88	37	6	6	NUM
ital-13279	88	38	sino	sino	ADJ
ital-13279	88	39	-	-	PUNCT
ital-13279	88	40	foreign	foreign	ADJ
ital-13279	88	41	relations（中外关系	relations（中外关系	NOUN
ital-13279	88	42	）	）	PUNCT
ital-13279	88	43	7	7	NUM
ital-13279	88	44	culture	culture	NOUN
ital-13279	88	45	,	,	PUNCT
ital-13279	88	46	education	education	NOUN
ital-13279	88	47	,	,	PUNCT
ital-13279	88	48	health	health	NOUN
ital-13279	88	49	and	and	CCONJ
ital-13279	88	50	scientific	scientific	ADJ
ital-13279	88	51	cultural	cultural	ADJ
ital-13279	88	52	study（文化、教育、卫生及科学文化研究	study（文化、教育、卫生及科学文化研究	PUNCT
ital-13279	88	53	）	）	PUNCT
ital-13279	88	54	8	8	NUM
ital-13279	88	55	finance（财政	finance（财政	NOUN
ital-13279	88	56	）	）	PUNCT
ital-13279	88	57	9	9	NUM
ital-13279	88	58	agriculture	agriculture	NOUN
ital-13279	88	59	,	,	PUNCT
ital-13279	88	60	water	water	NOUN
ital-13279	88	61	conservancy	conservancy	NOUN
ital-13279	88	62	,	,	PUNCT
ital-13279	88	63	animal	animal	NOUN
ital-13279	88	64	husbandry	husbandry	NOUN
ital-13279	88	65	（	（	PUNCT
ital-13279	88	66	农业、水利、畜牧业	农业、水利、畜牧业	PROPN
ital-13279	88	67	）	）	PUNCT
ital-13279	88	68	10	10	NUM
ital-13279	88	69	building（建筑	building（建筑	PROPN
ital-13279	88	70	）	）	PUNCT
ital-13279	88	71	11	11	NUM
ital-13279	88	72	transportation	transportation	NOUN
ital-13279	88	73	,	,	PUNCT
ital-13279	88	74	post	post	NOUN
ital-13279	88	75	and	and	CCONJ
ital-13279	88	76	telecommunication（交	telecommunication（交	VERB
ital-13279	88	77	通、邮电	通、邮电	PROPN
ital-13279	88	78	）	）	PUNCT
ital-13279	88	79	figure	figure	NOUN
ital-13279	88	80	2	2	NUM
ital-13279	88	81	.	.	PUNCT
ital-13279	88	82	percentage	percentage	NOUN
ital-13279	88	83	of	of	ADP
ital-13279	88	84	the	the	DET
ital-13279	88	85	hetu	hetu	NOUN
ital-13279	88	86	dangse	dangse	PROPN
ital-13279	88	87	catalog	catalog	PROPN
ital-13279	88	88	data	data	PROPN
ital-13279	88	89	label	label	NOUN
ital-13279	88	90	chart	chart	NOUN
ital-13279	88	91	.	.	PUNCT
ital-13279	89	1	results	result	NOUN
ital-13279	89	2	in	in	ADP
ital-13279	89	3	this	this	DET
ital-13279	89	4	study	study	NOUN
ital-13279	89	5	,	,	PUNCT
ital-13279	89	6	we	we	PRON
ital-13279	89	7	used	use	VERB
ital-13279	89	8	the	the	DET
ital-13279	89	9	catalog	catalog	NOUN
ital-13279	89	10	data	datum	NOUN
ital-13279	89	11	of	of	ADP
ital-13279	89	12	the	the	DET
ital-13279	89	13	hetu	hetu	NOUN
ital-13279	89	14	dangse	dangse	VERB
ital-13279	89	15	as	as	ADP
ital-13279	89	16	a	a	DET
ital-13279	89	17	sample	sample	NOUN
ital-13279	89	18	to	to	PART
ital-13279	89	19	analyze	analyze	VERB
ital-13279	89	20	and	and	CCONJ
ital-13279	89	21	reveal	reveal	VERB
ital-13279	89	22	the	the	DET
ital-13279	89	23	hetu	hetu	NOUN
ital-13279	89	24	dangse	dangse	ADJ
ital-13279	89	25	catalog	catalog	NOUN
ital-13279	89	26	data	datum	NOUN
ital-13279	89	27	from	from	ADP
ital-13279	89	28	three	three	NUM
ital-13279	89	29	perspectives	perspective	NOUN
ital-13279	89	30	:	:	PUNCT
ital-13279	89	31	institutional	institutional	ADJ
ital-13279	89	32	function	function	NOUN
ital-13279	89	33	,	,	PUNCT
ital-13279	89	34	institutional	institutional	ADJ
ital-13279	89	35	relationship	relationship	NOUN
ital-13279	89	36	,	,	PUNCT
ital-13279	89	37	and	and	CCONJ
ital-13279	89	38	automatic	automatic	ADJ
ital-13279	89	39	classification	classification	NOUN
ital-13279	89	40	.	.	PUNCT
ital-13279	90	1	this	this	PRON
ital-13279	90	2	will	will	AUX
ital-13279	90	3	improve	improve	VERB
ital-13279	90	4	usage	usage	NOUN
ital-13279	90	5	efficiency	efficiency	NOUN
ital-13279	90	6	of	of	ADP
ital-13279	90	7	the	the	DET
ital-13279	90	8	hetu	hetu	NOUN
ital-13279	90	9	dangse	dangse	NOUN
ital-13279	90	10	,	,	PUNCT
ital-13279	90	11	thus	thus	ADV
ital-13279	90	12	improving	improve	VERB
ital-13279	90	13	information	information	NOUN
ital-13279	90	14	technology	technology	NOUN
ital-13279	90	15	and	and	CCONJ
ital-13279	90	16	libraries	library	NOUN
ital-13279	90	17	september	september	PROPN
ital-13279	90	18	2021	2021	NUM
ital-13279	90	19	text	text	NOUN
ital-13279	90	20	analysis	analysis	NOUN
ital-13279	90	21	and	and	CCONJ
ital-13279	90	22	visualization	visualization	NOUN
ital-13279	90	23	research	research	NOUN
ital-13279	90	24	on	on	ADP
ital-13279	90	25	the	the	DET
ital-13279	90	26	hetu	hetu	NOUN
ital-13279	90	27	dangse	dangse	PROPN
ital-13279	90	28	|	|	PROPN
ital-13279	90	29	wang	wang	PROPN
ital-13279	90	30	,	,	PUNCT
ital-13279	90	31	wu	wu	PROPN
ital-13279	90	32	,	,	PUNCT
ital-13279	90	33	yu	yu	PROPN
ital-13279	90	34	,	,	PUNCT
ital-13279	90	35	and	and	CCONJ
ital-13279	90	36	song	song	VERB
ital-13279	90	37	7	7	NUM
ital-13279	90	38	researchers	researcher	NOUN
ital-13279	90	39	’	’	PART
ital-13279	90	40	mastery	mastery	NOUN
ital-13279	90	41	of	of	ADP
ital-13279	90	42	relevant	relevant	ADJ
ital-13279	90	43	information	information	NOUN
ital-13279	90	44	about	about	ADP
ital-13279	90	45	the	the	DET
ital-13279	90	46	document	document	NOUN
ital-13279	90	47	.	.	PUNCT
ital-13279	91	1	to	to	PART
ital-13279	91	2	achieve	achieve	VERB
ital-13279	91	3	the	the	DET
ital-13279	91	4	functional	functional	ADJ
ital-13279	91	5	requirements	requirement	NOUN
ital-13279	91	6	of	of	ADP
ital-13279	91	7	text	text	NOUN
ital-13279	91	8	analysis	analysis	NOUN
ital-13279	91	9	,	,	PUNCT
ital-13279	91	10	we	we	PRON
ital-13279	91	11	adopted	adopt	VERB
ital-13279	91	12	four	four	NUM
ital-13279	91	13	methods	method	NOUN
ital-13279	91	14	:	:	PUNCT
ital-13279	91	15	word	word	NOUN
ital-13279	91	16	vector	vector	NOUN
ital-13279	91	17	conversion	conversion	PROPN
ital-13279	91	18	,	,	PUNCT
ital-13279	91	19	word	word	NOUN
ital-13279	91	20	frequency	frequency	NOUN
ital-13279	91	21	analysis	analysis	NOUN
ital-13279	91	22	,	,	PUNCT
ital-13279	91	23	co	co	NOUN
ital-13279	91	24	-	-	NOUN
ital-13279	91	25	word	word	NOUN
ital-13279	91	26	clustering	clustering	NOUN
ital-13279	91	27	,	,	PUNCT
ital-13279	91	28	and	and	CCONJ
ital-13279	91	29	the	the	DET
ital-13279	91	30	svm	svm	PROPN
ital-13279	91	31	model	model	PROPN
ital-13279	91	32	.	.	PUNCT
ital-13279	92	1	word	word	PROPN
ital-13279	92	2	vector	vector	NOUN
ital-13279	92	3	conversion	conversion	NOUN
ital-13279	92	4	of	of	ADP
ital-13279	92	5	text	text	NOUN
ital-13279	92	6	catalog	catalog	NOUN
ital-13279	92	7	data	datum	NOUN
ital-13279	92	8	the	the	DET
ital-13279	92	9	automatic	automatic	ADJ
ital-13279	92	10	classification	classification	NOUN
ital-13279	92	11	of	of	ADP
ital-13279	92	12	machine	machine	NOUN
ital-13279	92	13	-	-	PUNCT
ital-13279	92	14	learning	learn	VERB
ital-13279	92	15	technology	technology	NOUN
ital-13279	92	16	is	be	AUX
ital-13279	92	17	based	base	VERB
ital-13279	92	18	on	on	ADP
ital-13279	92	19	vector	vector	NOUN
ital-13279	92	20	data	datum	NOUN
ital-13279	92	21	sets	set	NOUN
ital-13279	92	22	.	.	PUNCT
ital-13279	93	1	thus	thus	ADV
ital-13279	93	2	,	,	PUNCT
ital-13279	93	3	the	the	DET
ital-13279	93	4	hetu	hetu	NOUN
ital-13279	93	5	dangse	dangse	PROPN
ital-13279	93	6	text	text	NOUN
ital-13279	93	7	catalog	catalog	NOUN
ital-13279	93	8	data	datum	NOUN
ital-13279	93	9	set	set	VERB
ital-13279	93	10	must	must	AUX
ital-13279	93	11	be	be	AUX
ital-13279	93	12	vectorized	vectorize	VERB
ital-13279	93	13	before	before	ADP
ital-13279	93	14	automatic	automatic	ADJ
ital-13279	93	15	classification	classification	NOUN
ital-13279	93	16	.	.	PUNCT
ital-13279	94	1	currently	currently	ADV
ital-13279	94	2	,	,	PUNCT
ital-13279	94	3	word	word	NOUN
ital-13279	94	4	vector	vector	NOUN
ital-13279	94	5	conversion	conversion	NOUN
ital-13279	94	6	technology	technology	NOUN
ital-13279	94	7	mainly	mainly	ADV
ital-13279	94	8	includes	include	VERB
ital-13279	94	9	methods	method	NOUN
ital-13279	94	10	such	such	ADJ
ital-13279	94	11	as	as	ADP
ital-13279	94	12	one	one	NUM
ital-13279	94	13	-	-	PUNCT
ital-13279	94	14	hot	hot	ADJ
ital-13279	94	15	,	,	PUNCT
ital-13279	94	16	word2vec	word2vec	NUM
ital-13279	94	17	,	,	PUNCT
ital-13279	94	18	and	and	CCONJ
ital-13279	94	19	glove	glove	NOUN
ital-13279	94	20	.	.	PUNCT
ital-13279	95	1	hetu	hetu	PROPN
ital-13279	95	2	dangse	dangse	PROPN
ital-13279	95	3	records	record	VERB
ital-13279	95	4	the	the	DET
ital-13279	95	5	history	history	NOUN
ital-13279	95	6	of	of	ADP
ital-13279	95	7	the	the	DET
ital-13279	95	8	qing	qing	NOUN
ital-13279	95	9	dynasty	dynasty	NOUN
ital-13279	95	10	for	for	ADP
ital-13279	95	11	more	more	ADJ
ital-13279	95	12	than	than	ADP
ital-13279	95	13	200	200	NUM
ital-13279	95	14	years	year	NOUN
ital-13279	95	15	.	.	PUNCT
ital-13279	96	1	there	there	PRON
ital-13279	96	2	are	be	VERB
ital-13279	96	3	inevitable	inevitable	ADJ
ital-13279	96	4	relationships	relationship	NOUN
ital-13279	96	5	among	among	ADP
ital-13279	96	6	the	the	DET
ital-13279	96	7	contents	content	NOUN
ital-13279	96	8	recorded	record	VERB
ital-13279	96	9	in	in	ADP
ital-13279	96	10	the	the	DET
ital-13279	96	11	documents	document	NOUN
ital-13279	96	12	,	,	PUNCT
ital-13279	96	13	indicating	indicate	VERB
ital-13279	96	14	that	that	SCONJ
ital-13279	96	15	they	they	PRON
ital-13279	96	16	are	be	AUX
ital-13279	96	17	not	not	PART
ital-13279	96	18	isolated	isolate	VERB
ital-13279	96	19	from	from	ADP
ital-13279	96	20	each	each	DET
ital-13279	96	21	other	other	ADJ
ital-13279	96	22	.	.	PUNCT
ital-13279	97	1	the	the	DET
ital-13279	97	2	word2vec	word2vec	NUM
ital-13279	97	3	model	model	NOUN
ital-13279	97	4	provides	provide	VERB
ital-13279	97	5	an	an	DET
ital-13279	97	6	efficient	efficient	ADJ
ital-13279	97	7	implementation	implementation	NOUN
ital-13279	97	8	of	of	ADP
ital-13279	97	9	cbow	cbow	NOUN
ital-13279	97	10	and	and	CCONJ
ital-13279	97	11	skip	skip	ADJ
ital-13279	97	12	-	-	PUNCT
ital-13279	97	13	gram	gram	NOUN
ital-13279	97	14	architectures	architecture	NOUN
ital-13279	97	15	for	for	ADP
ital-13279	97	16	computing	compute	VERB
ital-13279	97	17	vector	vector	NOUN
ital-13279	97	18	representations	representation	NOUN
ital-13279	97	19	of	of	ADP
ital-13279	97	20	words	word	NOUN
ital-13279	97	21	,	,	PUNCT
ital-13279	97	22	both	both	PRON
ital-13279	97	23	of	of	ADP
ital-13279	97	24	which	which	PRON
ital-13279	97	25	are	be	AUX
ital-13279	97	26	simple	simple	ADJ
ital-13279	97	27	neural	neural	ADJ
ital-13279	97	28	network	network	NOUN
ital-13279	97	29	models	model	NOUN
ital-13279	97	30	with	with	ADP
ital-13279	97	31	one	one	NUM
ital-13279	97	32	hidden	hide	VERB
ital-13279	97	33	layer	layer	NOUN
ital-13279	97	34	.	.	PUNCT
ital-13279	98	1	the	the	DET
ital-13279	98	2	word2vec	word2vec	PUNCT
ital-13279	98	3	model	model	NOUN
ital-13279	98	4	produces	produce	VERB
ital-13279	98	5	word	word	NOUN
ital-13279	98	6	vectors	vector	NOUN
ital-13279	98	7	as	as	ADP
ital-13279	98	8	outputs	output	NOUN
ital-13279	98	9	from	from	ADP
ital-13279	98	10	inputting	inputte	VERB
ital-13279	98	11	the	the	DET
ital-13279	98	12	text	text	NOUN
ital-13279	98	13	corpus	corpus	NOUN
ital-13279	98	14	.	.	PUNCT
ital-13279	99	1	this	this	DET
ital-13279	99	2	method	method	NOUN
ital-13279	99	3	generates	generate	VERB
ital-13279	99	4	a	a	DET
ital-13279	99	5	vocabulary	vocabulary	NOUN
ital-13279	99	6	from	from	ADP
ital-13279	99	7	the	the	DET
ital-13279	99	8	input	input	NOUN
ital-13279	99	9	words	word	NOUN
ital-13279	99	10	and	and	CCONJ
ital-13279	99	11	then	then	ADV
ital-13279	99	12	learns	learn	VERB
ital-13279	99	13	the	the	DET
ital-13279	99	14	word	word	NOUN
ital-13279	99	15	vectors	vector	NOUN
ital-13279	99	16	via	via	ADP
ital-13279	99	17	backpropagation	backpropagation	NOUN
ital-13279	99	18	and	and	CCONJ
ital-13279	99	19	stochastic	stochastic	ADJ
ital-13279	99	20	gradient	gradient	ADJ
ital-13279	99	21	descent.14	descent.14	NOUN
ital-13279	99	22	this	this	PRON
ital-13279	99	23	makes	make	VERB
ital-13279	99	24	the	the	DET
ital-13279	99	25	word2vec	word2vec	ADJ
ital-13279	99	26	model	model	NOUN
ital-13279	99	27	more	more	ADV
ital-13279	99	28	suitable	suitable	ADJ
ital-13279	99	29	for	for	ADP
ital-13279	99	30	catalog	catalog	NOUN
ital-13279	99	31	data	datum	NOUN
ital-13279	99	32	from	from	ADP
ital-13279	99	33	hetu	hetu	PROPN
ital-13279	99	34	dangse	dangse	PROPN
ital-13279	99	35	.	.	PUNCT
ital-13279	100	1	word2vec	word2vec	PUNCT
ital-13279	100	2	includes	include	VERB
ital-13279	100	3	the	the	DET
ital-13279	100	4	cbow	cbow	NOUN
ital-13279	100	5	model	model	NOUN
ital-13279	100	6	and	and	CCONJ
ital-13279	100	7	the	the	DET
ital-13279	100	8	skip	skip	ADJ
ital-13279	100	9	-	-	PUNCT
ital-13279	100	10	gram	gram	NOUN
ital-13279	100	11	model	model	NOUN
ital-13279	100	12	,	,	PUNCT
ital-13279	100	13	which	which	PRON
ital-13279	100	14	can	can	AUX
ital-13279	100	15	enrich	enrich	VERB
ital-13279	100	16	the	the	DET
ital-13279	100	17	semantic	semantic	ADJ
ital-13279	100	18	relevance	relevance	NOUN
ital-13279	100	19	depending	depend	VERB
ital-13279	100	20	on	on	ADP
ital-13279	100	21	the	the	DET
ital-13279	100	22	context	context	NOUN
ital-13279	100	23	,	,	PUNCT
ital-13279	100	24	and	and	CCONJ
ital-13279	100	25	it	it	PRON
ital-13279	100	26	is	be	AUX
ital-13279	100	27	more	more	ADV
ital-13279	100	28	suitable	suitable	ADJ
ital-13279	100	29	for	for	ADP
ital-13279	100	30	the	the	DET
ital-13279	100	31	semantic	semantic	ADJ
ital-13279	100	32	relevance	relevance	NOUN
ital-13279	100	33	of	of	ADP
ital-13279	100	34	historical	historical	ADJ
ital-13279	100	35	documents	document	NOUN
ital-13279	100	36	such	such	ADJ
ital-13279	100	37	as	as	ADP
ital-13279	100	38	the	the	DET
ital-13279	100	39	hetu	hetu	PROPN
ital-13279	100	40	dangse	dangse	NOUN
ital-13279	100	41	.	.	PUNCT
ital-13279	101	1	therefore	therefore	ADV
ital-13279	101	2	,	,	PUNCT
ital-13279	101	3	we	we	PRON
ital-13279	101	4	adopt	adopt	VERB
ital-13279	101	5	the	the	DET
ital-13279	101	6	skip	skip	ADJ
ital-13279	101	7	-	-	PUNCT
ital-13279	101	8	gram	gram	NOUN
ital-13279	101	9	model	model	NOUN
ital-13279	101	10	to	to	PART
ital-13279	101	11	analyze	analyze	VERB
ital-13279	101	12	the	the	DET
ital-13279	101	13	catalog	catalog	NOUN
ital-13279	101	14	data	datum	NOUN
ital-13279	101	15	of	of	ADP
ital-13279	101	16	hetu	hetu	PROPN
ital-13279	101	17	dangse	dangse	PROPN
ital-13279	101	18	.	.	PUNCT
ital-13279	102	1	we	we	PRON
ital-13279	102	2	extracted	extract	VERB
ital-13279	102	3	the	the	DET
ital-13279	102	4	features	feature	NOUN
ital-13279	102	5	of	of	ADP
ital-13279	102	6	word	word	NOUN
ital-13279	102	7	vectors	vector	NOUN
ital-13279	102	8	in	in	ADP
ital-13279	102	9	catalog	catalog	NOUN
ital-13279	102	10	data	datum	NOUN
ital-13279	102	11	from	from	ADP
ital-13279	102	12	the	the	DET
ital-13279	102	13	corpus	corpus	NOUN
ital-13279	102	14	,	,	PUNCT
ital-13279	102	15	input	input	VERB
ital-13279	102	16	them	they	PRON
ital-13279	102	17	into	into	ADP
ital-13279	102	18	the	the	DET
ital-13279	102	19	word2vec	word2vec	NUM
ital-13279	102	20	model	model	NOUN
ital-13279	102	21	,	,	PUNCT
ital-13279	102	22	imported	import	VERB
ital-13279	102	23	the	the	DET
ital-13279	102	24	gensim	gensim	NOUN
ital-13279	102	25	library	library	NOUN
ital-13279	102	26	in	in	ADP
ital-13279	102	27	python	python	PROPN
ital-13279	102	28	,	,	PUNCT
ital-13279	102	29	trained	train	VERB
ital-13279	102	30	the	the	DET
ital-13279	102	31	vector	vector	NOUN
ital-13279	102	32	embeddings	embedding	NOUN
ital-13279	102	33	,	,	PUNCT
ital-13279	102	34	and	and	CCONJ
ital-13279	102	35	obtained	obtain	VERB
ital-13279	102	36	the	the	DET
ital-13279	102	37	htd.model.bin	htd.model.bin	NOUN
ital-13279	102	38	vector	vector	NOUN
ital-13279	102	39	file	file	NOUN
ital-13279	102	40	and	and	CCONJ
ital-13279	102	41	htd.text.model	htd.text.model	NOUN
ital-13279	102	42	model	model	NOUN
ital-13279	102	43	file	file	NOUN
ital-13279	102	44	.	.	PUNCT
ital-13279	103	1	the	the	DET
ital-13279	103	2	correlation	correlation	NOUN
ital-13279	103	3	between	between	ADP
ital-13279	103	4	each	each	DET
ital-13279	103	5	word	word	NOUN
ital-13279	103	6	in	in	ADP
ital-13279	103	7	the	the	DET
ital-13279	103	8	hetu	hetu	NOUN
ital-13279	103	9	dangse	dangse	PROPN
ital-13279	103	10	catalog	catalog	NOUN
ital-13279	103	11	can	can	AUX
ital-13279	103	12	be	be	AUX
ital-13279	103	13	found	find	VERB
ital-13279	103	14	by	by	ADP
ital-13279	103	15	implementing	implement	VERB
ital-13279	103	16	the	the	DET
ital-13279	103	17	model	model	NOUN
ital-13279	103	18	.	.	PUNCT
ital-13279	104	1	for	for	ADP
ital-13279	104	2	example	example	NOUN
ital-13279	104	3	,	,	PUNCT
ital-13279	104	4	if	if	SCONJ
ital-13279	104	5	the	the	DET
ital-13279	104	6	word	word	NOUN
ital-13279	104	7	bannerman	bannerman	NOUN
ital-13279	104	8	(	(	PUNCT
ital-13279	104	9	旗人	旗人	INTJ
ital-13279	104	10	)	)	PUNCT
ital-13279	104	11	is	be	AUX
ital-13279	104	12	input	input	NOUN
ital-13279	104	13	into	into	ADP
ital-13279	104	14	the	the	DET
ital-13279	104	15	model	model	NOUN
ital-13279	104	16	,	,	PUNCT
ital-13279	104	17	the	the	DET
ital-13279	104	18	most	most	ADV
ital-13279	104	19	relevant	relevant	ADJ
ital-13279	104	20	words	word	NOUN
ital-13279	104	21	are	be	AUX
ital-13279	104	22	minren	minren	NOUN
ital-13279	104	23	(	(	PUNCT
ital-13279	104	24	民人	民人	PROPN
ital-13279	104	25	,	,	PUNCT
ital-13279	104	26	with	with	ADP
ital-13279	104	27	0.84726	0.84726	NUM
ital-13279	104	28	relevance	relevance	NOUN
ital-13279	104	29	)	)	PUNCT
ital-13279	104	30	,	,	PUNCT
ital-13279	104	31	accused	accuse	VERB
ital-13279	104	32	(	(	PUNCT
ital-13279	104	33	被控	被控	X
ital-13279	104	34	,	,	PUNCT
ital-13279	104	35	with	with	ADP
ital-13279	104	36	0.812017	0.812017	NUM
ital-13279	104	37	)	)	PUNCT
ital-13279	104	38	,	,	PUNCT
ital-13279	104	39	and	and	CCONJ
ital-13279	104	40	robbery	robbery	NOUN
ital-13279	104	41	(	(	PUNCT
ital-13279	104	42	抢	抢	PROPN
ital-13279	104	43	劫	劫	X
ital-13279	104	44	,	,	PUNCT
ital-13279	104	45	with	with	ADP
ital-13279	104	46	0.795359	0.795359	NUM
ital-13279	104	47	)	)	PUNCT
ital-13279	104	48	.	.	PUNCT
ital-13279	105	1	to	to	PART
ital-13279	105	2	visualize	visualize	VERB
ital-13279	105	3	the	the	DET
ital-13279	105	4	ethnic	ethnic	ADJ
ital-13279	105	5	relationships	relationship	NOUN
ital-13279	105	6	recorded	record	VERB
ital-13279	105	7	in	in	ADP
ital-13279	105	8	the	the	DET
ital-13279	105	9	hetu	hetu	NOUN
ital-13279	105	10	dangse	dangse	PROPN
ital-13279	105	11	catalog	catalog	NOUN
ital-13279	105	12	,	,	PUNCT
ital-13279	105	13	we	we	PRON
ital-13279	105	14	input	input	VERB
ital-13279	105	15	the	the	DET
ital-13279	105	16	first	first	ADJ
ital-13279	105	17	300	300	NUM
ital-13279	105	18	words	word	NOUN
ital-13279	105	19	of	of	ADP
ital-13279	105	20	the	the	DET
ital-13279	105	21	word	word	NOUN
ital-13279	105	22	vector	vector	NOUN
ital-13279	105	23	into	into	ADP
ital-13279	105	24	the	the	DET
ital-13279	105	25	trained	train	VERB
ital-13279	105	26	word2vec	word2vec	NOUN
ital-13279	105	27	model	model	NOUN
ital-13279	105	28	and	and	CCONJ
ital-13279	105	29	performed	perform	VERB
ital-13279	105	30	dimensionality	dimensionality	NOUN
ital-13279	105	31	reduction	reduction	NOUN
ital-13279	105	32	to	to	PART
ital-13279	105	33	realize	realize	VERB
ital-13279	105	34	a	a	DET
ital-13279	105	35	planar	planar	ADJ
ital-13279	105	36	graph	graph	NOUN
ital-13279	105	37	.	.	PUNCT
ital-13279	106	1	to	to	PART
ital-13279	106	2	understand	understand	VERB
ital-13279	106	3	the	the	DET
ital-13279	106	4	structure	structure	NOUN
ital-13279	106	5	of	of	ADP
ital-13279	106	6	the	the	DET
ital-13279	106	7	data	datum	NOUN
ital-13279	106	8	intuitively	intuitively	ADV
ital-13279	106	9	,	,	PUNCT
ital-13279	106	10	we	we	PRON
ital-13279	106	11	used	use	VERB
ital-13279	106	12	the	the	DET
ital-13279	106	13	t	t	NOUN
ital-13279	106	14	-	-	PUNCT
ital-13279	106	15	sne	sne	NOUN
ital-13279	106	16	algorithm	algorithm	NOUN
ital-13279	106	17	to	to	PART
ital-13279	106	18	reduce	reduce	VERB
ital-13279	106	19	the	the	DET
ital-13279	106	20	dimensions	dimension	NOUN
ital-13279	106	21	of	of	ADP
ital-13279	106	22	the	the	DET
ital-13279	106	23	word	word	NOUN
ital-13279	106	24	vector	vector	NOUN
ital-13279	106	25	.	.	PUNCT
ital-13279	107	1	the	the	DET
ital-13279	107	2	t	t	NOUN
ital-13279	107	3	-	-	PUNCT
ital-13279	107	4	sne	sne	NOUN
ital-13279	107	5	is	be	AUX
ital-13279	107	6	a	a	DET
ital-13279	107	7	type	type	NOUN
ital-13279	107	8	of	of	ADP
ital-13279	107	9	nonlinear	nonlinear	ADJ
ital-13279	107	10	dimensionality	dimensionality	NOUN
ital-13279	107	11	reduction	reduction	NOUN
ital-13279	107	12	used	use	VERB
ital-13279	107	13	to	to	PART
ital-13279	107	14	ensure	ensure	VERB
ital-13279	107	15	that	that	SCONJ
ital-13279	107	16	similar	similar	ADJ
ital-13279	107	17	data	datum	NOUN
ital-13279	107	18	points	point	NOUN
ital-13279	107	19	in	in	ADP
ital-13279	107	20	high	high	ADJ
ital-13279	107	21	-	-	PUNCT
ital-13279	107	22	dimensional	dimensional	ADJ
ital-13279	107	23	space	space	NOUN
ital-13279	107	24	are	be	AUX
ital-13279	107	25	as	as	ADV
ital-13279	107	26	close	close	ADJ
ital-13279	107	27	as	as	ADP
ital-13279	107	28	possible	possible	ADJ
ital-13279	107	29	in	in	ADP
ital-13279	107	30	low	low	ADJ
ital-13279	107	31	-	-	PUNCT
ital-13279	107	32	dimensional	dimensional	ADJ
ital-13279	107	33	space	space	NOUN
ital-13279	107	34	.	.	PUNCT
ital-13279	108	1	we	we	PRON
ital-13279	108	2	set	set	VERB
ital-13279	108	3	the	the	DET
ital-13279	108	4	embedded	embed	VERB
ital-13279	108	5	space	space	NOUN
ital-13279	108	6	dimension	dimension	NOUN
ital-13279	108	7	parameter	parameter	NOUN
ital-13279	108	8	of	of	ADP
ital-13279	108	9	tsne	tsne	NOUN
ital-13279	108	10	to	to	ADP
ital-13279	108	11	2	2	NUM
ital-13279	108	12	and	and	CCONJ
ital-13279	108	13	the	the	DET
ital-13279	108	14	initialization	initialization	NOUN
ital-13279	108	15	parameter	parameter	NOUN
ital-13279	108	16	as	as	SCONJ
ital-13279	108	17	pca	pca	ADV
ital-13279	108	18	.	.	PUNCT
ital-13279	109	1	this	this	PRON
ital-13279	109	2	makes	make	VERB
ital-13279	109	3	it	it	PRON
ital-13279	109	4	more	more	ADV
ital-13279	109	5	globally	globally	ADV
ital-13279	109	6	stable	stable	ADJ
ital-13279	109	7	than	than	ADP
ital-13279	109	8	random	random	ADJ
ital-13279	109	9	initialization	initialization	NOUN
ital-13279	109	10	.	.	PUNCT
ital-13279	110	1	the	the	DET
ital-13279	110	2	maximum	maximum	ADJ
ital-13279	110	3	number	number	NOUN
ital-13279	110	4	of	of	ADP
ital-13279	110	5	optimization	optimization	NOUN
ital-13279	110	6	iterations	iteration	NOUN
ital-13279	110	7	is	be	AUX
ital-13279	110	8	5,000	5,000	NUM
ital-13279	110	9	.	.	PUNCT
ital-13279	111	1	figure	figure	VERB
ital-13279	111	2	3	3	NUM
ital-13279	111	3	presents	present	VERB
ital-13279	111	4	the	the	DET
ital-13279	111	5	results	result	NOUN
ital-13279	111	6	.	.	PUNCT
ital-13279	112	1	in	in	ADP
ital-13279	112	2	figure	figure	NOUN
ital-13279	112	3	3	3	NUM
ital-13279	112	4	,	,	PUNCT
ital-13279	112	5	the	the	DET
ital-13279	112	6	terms	term	NOUN
ital-13279	112	7	sanling	sanle	VERB
ital-13279	112	8	,	,	PUNCT
ital-13279	112	9	yongling	yongling	NOUN
ital-13279	112	10	,	,	PUNCT
ital-13279	112	11	zhaoling	zhaoling	NOUN
ital-13279	112	12	,	,	PUNCT
ital-13279	112	13	prime	prime	ADJ
ital-13279	112	14	minister	minister	NOUN
ital-13279	112	15	,	,	PUNCT
ital-13279	112	16	and	and	CCONJ
ital-13279	112	17	fuling	fule	VERB
ital-13279	112	18	form	form	NOUN
ital-13279	112	19	clusters	cluster	NOUN
ital-13279	112	20	.	.	PUNCT
ital-13279	113	1	in	in	ADP
ital-13279	113	2	shengjing	shengjing	NOUN
ital-13279	113	3	,	,	PUNCT
ital-13279	113	4	the	the	DET
ital-13279	113	5	qing	qing	NOUN
ital-13279	113	6	set	set	VERB
ital-13279	113	7	up	up	ADP
ital-13279	113	8	the	the	DET
ital-13279	113	9	sanling	sanle	VERB
ital-13279	113	10	prime	prime	NOUN
ital-13279	113	11	minister	minister	NOUN
ital-13279	113	12	's	's	PART
ital-13279	113	13	office	office	NOUN
ital-13279	113	14	,	,	PUNCT
ital-13279	113	15	and	and	CCONJ
ital-13279	113	16	the	the	DET
ital-13279	113	17	prime	prime	ADJ
ital-13279	113	18	minister	minister	NOUN
ital-13279	113	19	's	's	PART
ital-13279	113	20	mausoleum	mausoleum	NOUN
ital-13279	113	21	affairs	affair	NOUN
ital-13279	113	22	minister	minister	PROPN
ital-13279	113	23	was	be	AUX
ital-13279	113	24	appointed	appoint	VERB
ital-13279	113	25	concurrently	concurrently	ADV
ital-13279	113	26	by	by	ADP
ital-13279	113	27	general	general	ADJ
ital-13279	113	28	shengjing	shengjing	NOUN
ital-13279	113	29	.	.	PUNCT
ital-13279	114	1	near	near	ADP
ital-13279	114	2	fujinmen	fujinmen	PROPN
ital-13279	114	3	,	,	PUNCT
ital-13279	114	4	the	the	DET
ital-13279	114	5	sanling	sanle	VERB
ital-13279	114	6	prime	prime	NOUN
ital-13279	114	7	minister	minister	NOUN
ital-13279	114	8	's	's	PART
ital-13279	114	9	office	office	NOUN
ital-13279	114	10	was	be	AUX
ital-13279	114	11	established	establish	VERB
ital-13279	114	12	.	.	PUNCT
ital-13279	115	1	in	in	ADP
ital-13279	115	2	the	the	DET
ital-13279	115	3	30th	30th	ADJ
ital-13279	115	4	year	year	NOUN
ital-13279	115	5	of	of	ADP
ital-13279	115	6	guangxu	guangxu	NOUN
ital-13279	115	7	,	,	PUNCT
ital-13279	115	8	the	the	DET
ital-13279	115	9	government	government	NOUN
ital-13279	115	10	office	office	NOUN
ital-13279	115	11	was	be	AUX
ital-13279	115	12	changed	change	VERB
ital-13279	115	13	to	to	ADP
ital-13279	115	14	the	the	DET
ital-13279	115	15	prime	prime	ADJ
ital-13279	115	16	minister	minister	NOUN
ital-13279	115	17	's	's	PART
ital-13279	115	18	office	office	NOUN
ital-13279	115	19	of	of	ADP
ital-13279	115	20	shengjing	shengje	VERB
ital-13279	115	21	mausoleum	mausoleum	NOUN
ital-13279	115	22	affairs	affair	NOUN
ital-13279	115	23	,	,	PUNCT
ital-13279	115	24	and	and	CCONJ
ital-13279	115	25	the	the	DET
ital-13279	115	26	governor	governor	NOUN
ital-13279	115	27	of	of	ADP
ital-13279	115	28	the	the	DET
ital-13279	115	29	three	three	NUM
ital-13279	115	30	provinces	province	NOUN
ital-13279	115	31	concurrently	concurrently	ADV
ital-13279	115	32	served	serve	VERB
ital-13279	115	33	.	.	PUNCT
ital-13279	116	1	under	under	ADP
ital-13279	116	2	the	the	DET
ital-13279	116	3	sanling	sanle	VERB
ital-13279	116	4	prime	prime	NOUN
ital-13279	116	5	minister	minister	PROPN
ital-13279	116	6	’s	’s	PART
ital-13279	116	7	office	office	NOUN
ital-13279	116	8	,	,	PUNCT
ital-13279	116	9	the	the	DET
ital-13279	116	10	sanling	sanle	VERB
ital-13279	116	11	office	office	NOUN
ital-13279	116	12	was	be	AUX
ital-13279	116	13	set	set	VERB
ital-13279	116	14	up	up	ADP
ital-13279	116	15	to	to	PART
ital-13279	116	16	undertake	undertake	VERB
ital-13279	116	17	the	the	DET
ital-13279	116	18	sacrifice	sacrifice	NOUN
ital-13279	116	19	and	and	CCONJ
ital-13279	116	20	repair	repair	NOUN
ital-13279	116	21	affairs	affair	NOUN
ital-13279	116	22	of	of	ADP
ital-13279	116	23	the	the	DET
ital-13279	116	24	three	three	NUM
ital-13279	116	25	tombs	tomb	NOUN
ital-13279	116	26	(	(	PUNCT
ital-13279	116	27	xinbin	xinbin	PROPN
ital-13279	116	28	yongling	yongling	PROPN
ital-13279	116	29	,	,	PUNCT
ital-13279	116	30	shenyang	shenyang	PROPN
ital-13279	116	31	fuling	fuling	PROPN
ital-13279	116	32	,	,	PUNCT
ital-13279	116	33	and	and	CCONJ
ital-13279	116	34	zhaoling).15	zhaoling).15	PROPN
ital-13279	116	35	therefore	therefore	ADV
ital-13279	116	36	,	,	PUNCT
ital-13279	116	37	the	the	DET
ital-13279	116	38	clustering	clustering	NOUN
ital-13279	116	39	in	in	ADP
ital-13279	116	40	figure	figure	NOUN
ital-13279	116	41	3	3	NUM
ital-13279	116	42	verifies	verifie	NOUN
ital-13279	116	43	the	the	DET
ital-13279	116	44	close	close	ADJ
ital-13279	116	45	relationship	relationship	NOUN
ital-13279	116	46	between	between	ADP
ital-13279	116	47	the	the	DET
ital-13279	116	48	sanling	sanle	VERB
ital-13279	116	49	prime	prime	NOUN
ital-13279	116	50	minister	minister	NOUN
ital-13279	116	51	's	's	PART
ital-13279	116	52	office	office	NOUN
ital-13279	116	53	and	and	CCONJ
ital-13279	116	54	the	the	DET
ital-13279	116	55	tombs	tomb	NOUN
ital-13279	116	56	.	.	PUNCT
ital-13279	117	1	information	information	NOUN
ital-13279	117	2	technology	technology	NOUN
ital-13279	117	3	and	and	CCONJ
ital-13279	117	4	libraries	library	NOUN
ital-13279	117	5	september	september	PROPN
ital-13279	117	6	2021	2021	NUM
ital-13279	117	7	text	text	NOUN
ital-13279	117	8	analysis	analysis	NOUN
ital-13279	117	9	and	and	CCONJ
ital-13279	117	10	visualization	visualization	NOUN
ital-13279	117	11	research	research	NOUN
ital-13279	117	12	on	on	ADP
ital-13279	117	13	the	the	DET
ital-13279	117	14	hetu	hetu	NOUN
ital-13279	117	15	dangse	dangse	PROPN
ital-13279	117	16	|	|	PROPN
ital-13279	117	17	wang	wang	PROPN
ital-13279	117	18	,	,	PUNCT
ital-13279	117	19	wu	wu	PROPN
ital-13279	117	20	,	,	PUNCT
ital-13279	117	21	yu	yu	PROPN
ital-13279	117	22	,	,	PUNCT
ital-13279	117	23	and	and	CCONJ
ital-13279	117	24	song	song	NOUN
ital-13279	117	25	8	8	NUM
ital-13279	117	26	figure	figure	NOUN
ital-13279	117	27	3	3	NUM
ital-13279	117	28	.	.	X
ital-13279	117	29	2d	2d	NUM
ital-13279	117	30	tsne	tsne	ADJ
ital-13279	117	31	visualization	visualization	NOUN
ital-13279	117	32	of	of	ADP
ital-13279	117	33	word2vec	word2vec	NUM
ital-13279	117	34	vectors	vector	NOUN
ital-13279	117	35	.	.	PUNCT
ital-13279	118	1	analysis	analysis	NOUN
ital-13279	118	2	of	of	ADP
ital-13279	118	3	the	the	DET
ital-13279	118	4	relationship	relationship	NOUN
ital-13279	118	5	between	between	ADP
ital-13279	118	6	the	the	DET
ital-13279	118	7	documents	document	NOUN
ital-13279	118	8	received	receive	VERB
ital-13279	118	9	and	and	CCONJ
ital-13279	118	10	sent	send	VERB
ital-13279	118	11	of	of	ADP
ital-13279	118	12	the	the	DET
ital-13279	118	13	institution	institution	NOUN
ital-13279	118	14	with	with	ADP
ital-13279	118	15	the	the	DET
ital-13279	118	16	statistics	statistic	NOUN
ital-13279	118	17	of	of	ADP
ital-13279	118	18	the	the	DET
ital-13279	118	19	text	text	NOUN
ital-13279	118	20	data	datum	NOUN
ital-13279	118	21	obtained	obtain	VERB
ital-13279	118	22	after	after	ADP
ital-13279	118	23	word	word	NOUN
ital-13279	118	24	segmentation	segmentation	NOUN
ital-13279	118	25	,	,	PUNCT
ital-13279	118	26	we	we	PRON
ital-13279	118	27	can	can	AUX
ital-13279	118	28	find	find	VERB
ital-13279	118	29	the	the	DET
ital-13279	118	30	quantitative	quantitative	ADJ
ital-13279	118	31	relationship	relationship	NOUN
ital-13279	118	32	between	between	ADP
ital-13279	118	33	the	the	DET
ital-13279	118	34	documents	document	NOUN
ital-13279	118	35	received	receive	VERB
ital-13279	118	36	and	and	CCONJ
ital-13279	118	37	sent	send	VERB
ital-13279	118	38	by	by	ADP
ital-13279	118	39	the	the	DET
ital-13279	118	40	institution	institution	NOUN
ital-13279	118	41	,	,	PUNCT
ital-13279	118	42	using	use	VERB
ital-13279	118	43	the	the	DET
ital-13279	118	44	pearson	pearson	NOUN
ital-13279	118	45	correlation	correlation	NOUN
ital-13279	118	46	coefficient	coefficient	VERB
ital-13279	118	47	to	to	PART
ital-13279	118	48	judge	judge	VERB
ital-13279	118	49	whether	whether	SCONJ
ital-13279	118	50	there	there	PRON
ital-13279	118	51	is	be	VERB
ital-13279	118	52	a	a	DET
ital-13279	118	53	correlation	correlation	NOUN
ital-13279	118	54	between	between	ADP
ital-13279	118	55	the	the	DET
ital-13279	118	56	number	number	NOUN
ital-13279	118	57	of	of	ADP
ital-13279	118	58	documents	document	NOUN
ital-13279	118	59	received	receive	VERB
ital-13279	118	60	and	and	CCONJ
ital-13279	118	61	the	the	DET
ital-13279	118	62	number	number	NOUN
ital-13279	118	63	of	of	ADP
ital-13279	118	64	documents	document	NOUN
ital-13279	118	65	sent	send	VERB
ital-13279	118	66	by	by	ADP
ital-13279	118	67	the	the	DET
ital-13279	118	68	same	same	ADJ
ital-13279	118	69	institution	institution	NOUN
ital-13279	118	70	.	.	PUNCT
ital-13279	119	1	𝜌(𝑟,𝑠	𝜌(𝑟,𝑠	X
ital-13279	119	2	)	)	PUNCT
ital-13279	120	1	=	=	X
ital-13279	120	2	𝑐𝑜𝑣(𝑅,𝑆	𝑐𝑜𝑣(𝑅,𝑆	SPACE
ital-13279	120	3	)	)	PUNCT
ital-13279	121	1	𝜎𝑟	𝜎𝑟	PROPN
ital-13279	121	2	𝜎𝑠	𝜎𝑠	PROPN
ital-13279	121	3	(	(	PUNCT
ital-13279	121	4	3.1	3.1	NUM
ital-13279	121	5	)	)	PUNCT
ital-13279	121	6	we	we	PRON
ital-13279	121	7	suppose	suppose	VERB
ital-13279	121	8	that	that	SCONJ
ital-13279	121	9	the	the	DET
ital-13279	121	10	pearson	pearson	NOUN
ital-13279	121	11	correlation	correlation	NOUN
ital-13279	121	12	coefficient	coefficient	VERB
ital-13279	121	13	between	between	ADP
ital-13279	121	14	the	the	DET
ital-13279	121	15	number	number	NOUN
ital-13279	121	16	of	of	ADP
ital-13279	121	17	documents	document	NOUN
ital-13279	121	18	received	receive	VERB
ital-13279	121	19	and	and	CCONJ
ital-13279	121	20	the	the	DET
ital-13279	121	21	number	number	NOUN
ital-13279	121	22	of	of	ADP
ital-13279	121	23	documents	document	NOUN
ital-13279	121	24	sent	send	VERB
ital-13279	121	25	is	be	AUX
ital-13279	121	26	ρ(r	ρ(r	PROPN
ital-13279	121	27	,	,	PUNCT
ital-13279	121	28	s	s	X
ital-13279	121	29	)	)	PUNCT
ital-13279	121	30	,	,	PUNCT
ital-13279	121	31	r=	r=	NOUN
ital-13279	121	32	{	{	PUNCT
ital-13279	121	33	r1	r1	PROPN
ital-13279	121	34	,	,	PUNCT
ital-13279	121	35	r2	r2	NOUN
ital-13279	121	36	,	,	PUNCT
ital-13279	121	37	r3	r3	PROPN
ital-13279	121	38	...	...	PUNCT
ital-13279	121	39	r11	r11	PROPN
ital-13279	121	40	}	}	PUNCT
ital-13279	121	41	.	.	PUNCT
ital-13279	122	1	here	here	ADV
ital-13279	122	2	,	,	PUNCT
ital-13279	122	3	r	r	NOUN
ital-13279	122	4	is	be	AUX
ital-13279	122	5	the	the	DET
ital-13279	122	6	variable	variable	ADJ
ital-13279	122	7	set	set	NOUN
ital-13279	122	8	of	of	ADP
ital-13279	122	9	documents	document	NOUN
ital-13279	122	10	received	receive	VERB
ital-13279	122	11	from	from	ADP
ital-13279	122	12	the	the	DET
ital-13279	122	13	institutional	institutional	ADJ
ital-13279	122	14	sample	sample	NOUN
ital-13279	122	15	.	.	PUNCT
ital-13279	123	1	set	set	PROPN
ital-13279	123	2	s=	s=	PROPN
ital-13279	123	3	{	{	PUNCT
ital-13279	123	4	s1	s1	NOUN
ital-13279	123	5	,	,	PUNCT
ital-13279	123	6	s2	s2	PROPN
ital-13279	123	7	,	,	PUNCT
ital-13279	123	8	s3	s3	PROPN
ital-13279	123	9	…	…	SYM
ital-13279	123	10	s11	s11	NOUN
ital-13279	123	11	}	}	PUNCT
ital-13279	123	12	is	be	AUX
ital-13279	123	13	the	the	DET
ital-13279	123	14	variable	variable	ADJ
ital-13279	123	15	set	set	NOUN
ital-13279	123	16	of	of	ADP
ital-13279	123	17	documents	document	NOUN
ital-13279	123	18	sent	send	VERB
ital-13279	123	19	by	by	ADP
ital-13279	123	20	the	the	DET
ital-13279	123	21	institutional	institutional	ADJ
ital-13279	123	22	sample	sample	NOUN
ital-13279	123	23	.	.	PUNCT
ital-13279	124	1	by	by	ADP
ital-13279	124	2	dividing	divide	VERB
ital-13279	124	3	the	the	DET
ital-13279	124	4	covariance	covariance	NOUN
ital-13279	124	5	of	of	ADP
ital-13279	124	6	r	r	NOUN
ital-13279	124	7	and	and	CCONJ
ital-13279	124	8	s	s	NOUN
ital-13279	124	9	by	by	ADP
ital-13279	124	10	the	the	DET
ital-13279	124	11	product	product	NOUN
ital-13279	124	12	of	of	ADP
ital-13279	124	13	their	their	PRON
ital-13279	124	14	respective	respective	ADJ
ital-13279	124	15	standard	standard	ADJ
ital-13279	124	16	deviations	deviation	NOUN
ital-13279	124	17	,	,	PUNCT
ital-13279	124	18	we	we	PRON
ital-13279	124	19	can	can	AUX
ital-13279	124	20	obtain	obtain	VERB
ital-13279	124	21	the	the	DET
ital-13279	124	22	value	value	NOUN
ital-13279	124	23	of	of	ADP
ital-13279	124	24	the	the	DET
ital-13279	124	25	correlation	correlation	NOUN
ital-13279	124	26	coefficient	coefficient	NOUN
ital-13279	124	27	of	of	ADP
ital-13279	124	28	the	the	DET
ital-13279	124	29	documents	document	NOUN
ital-13279	124	30	sent	send	VERB
ital-13279	124	31	and	and	CCONJ
ital-13279	124	32	received	receive	VERB
ital-13279	124	33	by	by	ADP
ital-13279	124	34	the	the	DET
ital-13279	124	35	same	same	ADJ
ital-13279	124	36	institution	institution	NOUN
ital-13279	124	37	.	.	PUNCT
ital-13279	125	1	mining	mine	VERB
ital-13279	125	2	the	the	DET
ital-13279	125	3	relationship	relationship	NOUN
ital-13279	125	4	between	between	ADP
ital-13279	125	5	institutions	institution	NOUN
ital-13279	125	6	’	'	PUNCT
ital-13279	125	7	sending	send	VERB
ital-13279	125	8	and	and	CCONJ
ital-13279	125	9	receiving	receive	VERB
ital-13279	125	10	documents	document	NOUN
ital-13279	125	11	based	base	VERB
ital-13279	125	12	on	on	ADP
ital-13279	125	13	co	co	NOUN
ital-13279	125	14	-	-	NOUN
ital-13279	125	15	word	word	NOUN
ital-13279	125	16	clustering	cluster	VERB
ital-13279	125	17	to	to	PART
ital-13279	125	18	mine	mine	VERB
ital-13279	125	19	the	the	DET
ital-13279	125	20	relationship	relationship	NOUN
ital-13279	125	21	between	between	ADP
ital-13279	125	22	the	the	DET
ital-13279	125	23	institutions	institution	NOUN
ital-13279	125	24	’	'	PUNCT
ital-13279	125	25	sending	send	VERB
ital-13279	125	26	and	and	CCONJ
ital-13279	125	27	receiving	receive	VERB
ital-13279	125	28	documents	document	NOUN
ital-13279	125	29	,	,	PUNCT
ital-13279	125	30	we	we	PRON
ital-13279	125	31	adopt	adopt	VERB
ital-13279	125	32	a	a	DET
ital-13279	125	33	co	co	NOUN
ital-13279	125	34	-	-	NOUN
ital-13279	125	35	word	word	NOUN
ital-13279	125	36	clustering	cluster	VERB
ital-13279	125	37	algorithm	algorithm	NOUN
ital-13279	125	38	to	to	PART
ital-13279	125	39	generate	generate	VERB
ital-13279	125	40	a	a	DET
ital-13279	125	41	visualized	visualized	ADJ
ital-13279	125	42	network	network	NOUN
ital-13279	125	43	map	map	NOUN
ital-13279	125	44	of	of	ADP
ital-13279	125	45	institutional	institutional	ADJ
ital-13279	125	46	relationships	relationship	NOUN
ital-13279	125	47	.	.	PUNCT
ital-13279	126	1	the	the	DET
ital-13279	126	2	global	global	PROPN
ital-13279	126	3	co	co	ADJ
ital-13279	126	4	-	-	ADJ
ital-13279	126	5	occurrence	occurrence	ADJ
ital-13279	126	6	rate	rate	NOUN
ital-13279	126	7	represents	represent	VERB
ital-13279	126	8	the	the	DET
ital-13279	126	9	probability	probability	NOUN
ital-13279	126	10	of	of	ADP
ital-13279	126	11	two	two	NUM
ital-13279	126	12	words	word	NOUN
ital-13279	126	13	appearing	appear	VERB
ital-13279	126	14	together	together	ADV
ital-13279	126	15	in	in	ADP
ital-13279	126	16	all	all	DET
ital-13279	126	17	the	the	DET
ital-13279	126	18	data	datum	NOUN
ital-13279	126	19	sets	set	NOUN
ital-13279	126	20	.	.	PUNCT
ital-13279	127	1	in	in	ADP
ital-13279	127	2	large	large	ADJ
ital-13279	127	3	-	-	PUNCT
ital-13279	127	4	scale	scale	NOUN
ital-13279	127	5	data	datum	NOUN
ital-13279	127	6	sets	set	NOUN
ital-13279	127	7	,	,	PUNCT
ital-13279	127	8	if	if	SCONJ
ital-13279	127	9	two	two	NUM
ital-13279	127	10	words	word	NOUN
ital-13279	127	11	often	often	ADV
ital-13279	127	12	appear	appear	VERB
ital-13279	127	13	together	together	ADV
ital-13279	127	14	in	in	ADP
ital-13279	127	15	the	the	DET
ital-13279	127	16	text	text	NOUN
ital-13279	127	17	,	,	PUNCT
ital-13279	127	18	these	these	DET
ital-13279	127	19	two	two	NUM
ital-13279	127	20	words	word	NOUN
ital-13279	127	21	are	be	AUX
ital-13279	127	22	considered	consider	VERB
ital-13279	127	23	to	to	PART
ital-13279	127	24	be	be	AUX
ital-13279	127	25	strongly	strongly	ADV
ital-13279	127	26	related	relate	VERB
ital-13279	127	27	to	to	ADP
ital-13279	127	28	the	the	DET
ital-13279	127	29	semantics.16	semantics.16	PROPN
ital-13279	127	30	clustering	cluster	VERB
ital-13279	127	31	is	be	AUX
ital-13279	127	32	a	a	DET
ital-13279	127	33	method	method	NOUN
ital-13279	127	34	that	that	PRON
ital-13279	127	35	places	place	VERB
ital-13279	127	36	objects	object	VERB
ital-13279	127	37	into	into	ADP
ital-13279	127	38	a	a	DET
ital-13279	127	39	group	group	NOUN
ital-13279	127	40	by	by	ADP
ital-13279	127	41	similarity	similarity	NOUN
ital-13279	127	42	or	or	CCONJ
ital-13279	127	43	dissimilarity	dissimilarity	NOUN
ital-13279	127	44	.	.	PUNCT
ital-13279	128	1	thus	thus	ADV
ital-13279	128	2	,	,	PUNCT
ital-13279	128	3	keywords	keyword	NOUN
ital-13279	128	4	with	with	ADP
ital-13279	128	5	high	high	ADJ
ital-13279	128	6	correlation	correlation	NOUN
ital-13279	128	7	to	to	ADP
ital-13279	128	8	each	each	DET
ital-13279	128	9	other	other	ADJ
ital-13279	128	10	tend	tend	VERB
ital-13279	128	11	to	to	PART
ital-13279	128	12	be	be	AUX
ital-13279	128	13	placed	place	VERB
ital-13279	128	14	in	in	ADP
ital-13279	128	15	the	the	DET
ital-13279	128	16	same	same	ADJ
ital-13279	128	17	cluster	cluster	NOUN
ital-13279	128	18	.	.	PUNCT
ital-13279	129	1	social	social	ADJ
ital-13279	129	2	network	network	NOUN
ital-13279	129	3	analysis	analysis	NOUN
ital-13279	129	4	,	,	PUNCT
ital-13279	129	5	which	which	PRON
ital-13279	129	6	evaluates	evaluate	VERB
ital-13279	129	7	the	the	DET
ital-13279	129	8	unique	unique	ADJ
ital-13279	129	9	structure	structure	NOUN
ital-13279	129	10	of	of	ADP
ital-13279	129	11	interrelationships	interrelationship	NOUN
ital-13279	129	12	among	among	ADP
ital-13279	129	13	individuals	individual	NOUN
ital-13279	129	14	,	,	PUNCT
ital-13279	129	15	has	have	AUX
ital-13279	129	16	been	be	AUX
ital-13279	129	17	extensively	extensively	ADV
ital-13279	129	18	used	use	VERB
ital-13279	129	19	in	in	ADP
ital-13279	129	20	social	social	ADJ
ital-13279	129	21	science	science	NOUN
ital-13279	129	22	,	,	PUNCT
ital-13279	129	23	psychological	psychological	ADJ
ital-13279	129	24	science	science	NOUN
ital-13279	129	25	,	,	PUNCT
ital-13279	129	26	management	management	NOUN
ital-13279	129	27	science	science	NOUN
ital-13279	129	28	,	,	PUNCT
ital-13279	129	29	and	and	CCONJ
ital-13279	129	30	scientometrics	scientometric	NOUN
ital-13279	129	31	.	.	PUNCT
ital-13279	130	1	17	17	NUM
ital-13279	130	2	we	we	PRON
ital-13279	130	3	can	can	AUX
ital-13279	130	4	obtain	obtain	VERB
ital-13279	130	5	a	a	DET
ital-13279	130	6	sociogram	sociogram	NOUN
ital-13279	130	7	from	from	ADP
ital-13279	130	8	the	the	DET
ital-13279	130	9	institutional	institutional	ADJ
ital-13279	130	10	function	function	NOUN
ital-13279	130	11	analysis	analysis	NOUN
ital-13279	130	12	.	.	PUNCT
ital-13279	131	1	the	the	DET
ital-13279	131	2	main	main	ADJ
ital-13279	131	3	purpose	purpose	NOUN
ital-13279	131	4	of	of	ADP
ital-13279	131	5	the	the	DET
ital-13279	131	6	sociogram	sociogram	NOUN
ital-13279	131	7	is	be	AUX
ital-13279	131	8	to	to	PART
ital-13279	131	9	provide	provide	VERB
ital-13279	131	10	information	information	NOUN
ital-13279	131	11	information	information	NOUN
ital-13279	131	12	technology	technology	NOUN
ital-13279	131	13	and	and	CCONJ
ital-13279	131	14	libraries	library	NOUN
ital-13279	131	15	september	september	PROPN
ital-13279	131	16	2021	2021	NUM
ital-13279	131	17	text	text	NOUN
ital-13279	131	18	analysis	analysis	NOUN
ital-13279	131	19	and	and	CCONJ
ital-13279	131	20	visualization	visualization	NOUN
ital-13279	131	21	research	research	NOUN
ital-13279	131	22	on	on	ADP
ital-13279	131	23	the	the	DET
ital-13279	131	24	hetu	hetu	NOUN
ital-13279	131	25	dangse	dangse	PROPN
ital-13279	131	26	|	|	PROPN
ital-13279	131	27	wang	wang	PROPN
ital-13279	131	28	,	,	PUNCT
ital-13279	131	29	wu	wu	PROPN
ital-13279	131	30	,	,	PUNCT
ital-13279	131	31	yu	yu	PROPN
ital-13279	131	32	,	,	PUNCT
ital-13279	131	33	and	and	CCONJ
ital-13279	131	34	song	song	NOUN
ital-13279	131	35	9	9	NUM
ital-13279	131	36	about	about	ADP
ital-13279	131	37	the	the	DET
ital-13279	131	38	relationship	relationship	NOUN
ital-13279	131	39	between	between	ADP
ital-13279	131	40	institutions	institution	NOUN
ital-13279	131	41	’	'	PUNCT
ital-13279	131	42	sending	send	VERB
ital-13279	131	43	and	and	CCONJ
ital-13279	131	44	receiving	receive	VERB
ital-13279	131	45	documents	document	NOUN
ital-13279	131	46	.	.	PUNCT
ital-13279	132	1	in	in	ADP
ital-13279	132	2	the	the	DET
ital-13279	132	3	sociogram	sociogram	NOUN
ital-13279	132	4	,	,	PUNCT
ital-13279	132	5	each	each	DET
ital-13279	132	6	member	member	NOUN
ital-13279	132	7	of	of	ADP
ital-13279	132	8	a	a	DET
ital-13279	132	9	network	network	NOUN
ital-13279	132	10	is	be	AUX
ital-13279	132	11	described	describe	VERB
ital-13279	132	12	by	by	ADP
ital-13279	132	13	a	a	DET
ital-13279	132	14	“	"	PUNCT
ital-13279	132	15	vertex	vertex	NOUN
ital-13279	132	16	”	"	PUNCT
ital-13279	132	17	or	or	CCONJ
ital-13279	132	18	“	"	PUNCT
ital-13279	132	19	node	node	PROPN
ital-13279	132	20	.	.	PUNCT
ital-13279	132	21	”	"	PUNCT
ital-13279	133	1	vertices	vertex	NOUN
ital-13279	133	2	represent	represent	VERB
ital-13279	133	3	high	high	ADJ
ital-13279	133	4	-	-	PUNCT
ital-13279	133	5	frequency	frequency	NOUN
ital-13279	133	6	words	word	NOUN
ital-13279	133	7	,	,	PUNCT
ital-13279	133	8	and	and	CCONJ
ital-13279	133	9	the	the	DET
ital-13279	133	10	sizes	size	NOUN
ital-13279	133	11	of	of	ADP
ital-13279	133	12	the	the	DET
ital-13279	133	13	nodes	node	NOUN
ital-13279	133	14	indicate	indicate	VERB
ital-13279	133	15	the	the	DET
ital-13279	133	16	occurrence	occurrence	NOUN
ital-13279	133	17	frequency	frequency	NOUN
ital-13279	133	18	.	.	PUNCT
ital-13279	134	1	the	the	DET
ital-13279	134	2	smaller	small	ADJ
ital-13279	134	3	the	the	DET
ital-13279	134	4	size	size	NOUN
ital-13279	134	5	of	of	ADP
ital-13279	134	6	a	a	DET
ital-13279	134	7	node	node	NOUN
ital-13279	134	8	,	,	PUNCT
ital-13279	134	9	the	the	PRON
ital-13279	134	10	lower	low	ADJ
ital-13279	134	11	the	the	DET
ital-13279	134	12	occurrence	occurrence	NOUN
ital-13279	134	13	frequency	frequency	NOUN
ital-13279	134	14	.	.	PUNCT
ital-13279	135	1	lines	line	NOUN
ital-13279	135	2	depict	depict	VERB
ital-13279	135	3	the	the	DET
ital-13279	135	4	relationships	relationship	NOUN
ital-13279	135	5	between	between	ADP
ital-13279	135	6	two	two	NUM
ital-13279	135	7	institutions	institution	NOUN
ital-13279	135	8	.	.	PUNCT
ital-13279	136	1	they	they	PRON
ital-13279	136	2	exist	exist	VERB
ital-13279	136	3	between	between	ADP
ital-13279	136	4	two	two	NUM
ital-13279	136	5	keywords	keyword	NOUN
ital-13279	136	6	,	,	PUNCT
ital-13279	136	7	indicating	indicate	VERB
ital-13279	136	8	that	that	SCONJ
ital-13279	136	9	they	they	PRON
ital-13279	136	10	received	receive	VERB
ital-13279	136	11	or	or	CCONJ
ital-13279	136	12	sent	send	VERB
ital-13279	136	13	documents	document	NOUN
ital-13279	136	14	to	to	ADP
ital-13279	136	15	each	each	DET
ital-13279	136	16	other	other	ADJ
ital-13279	136	17	.	.	PUNCT
ital-13279	137	1	the	the	DET
ital-13279	137	2	thickness	thickness	NOUN
ital-13279	137	3	is	be	AUX
ital-13279	137	4	proportional	proportional	ADJ
ital-13279	137	5	to	to	ADP
ital-13279	137	6	the	the	DET
ital-13279	137	7	correlation	correlation	NOUN
ital-13279	137	8	between	between	ADP
ital-13279	137	9	the	the	DET
ital-13279	137	10	keywords	keyword	NOUN
ital-13279	137	11	.	.	PUNCT
ital-13279	138	1	the	the	PRON
ital-13279	138	2	thicker	thick	ADJ
ital-13279	138	3	the	the	DET
ital-13279	138	4	line	line	NOUN
ital-13279	138	5	between	between	ADP
ital-13279	138	6	the	the	DET
ital-13279	138	7	two	two	NUM
ital-13279	138	8	keywords	keyword	NOUN
ital-13279	138	9	,	,	PUNCT
ital-13279	138	10	the	the	PRON
ital-13279	138	11	stronger	strong	ADJ
ital-13279	138	12	the	the	DET
ital-13279	138	13	connection	connection	NOUN
ital-13279	138	14	.	.	PUNCT
ital-13279	139	1	using	use	VERB
ital-13279	139	2	this	this	DET
ital-13279	139	3	rationale	rationale	NOUN
ital-13279	139	4	,	,	PUNCT
ital-13279	139	5	the	the	DET
ital-13279	139	6	map	map	NOUN
ital-13279	139	7	visualization	visualization	NOUN
ital-13279	139	8	and	and	CCONJ
ital-13279	139	9	network	network	NOUN
ital-13279	139	10	characteristics	characteristic	NOUN
ital-13279	139	11	(	(	PUNCT
ital-13279	139	12	centrality	centrality	NOUN
ital-13279	139	13	,	,	PUNCT
ital-13279	139	14	density	density	NOUN
ital-13279	139	15	,	,	PUNCT
ital-13279	139	16	core	core	NOUN
ital-13279	139	17	-	-	PUNCT
ital-13279	139	18	periphery	periphery	NOUN
ital-13279	139	19	structure	structure	NOUN
ital-13279	139	20	,	,	PUNCT
ital-13279	139	21	strategic	strategic	ADJ
ital-13279	139	22	diagram	diagram	NOUN
ital-13279	139	23	,	,	PUNCT
ital-13279	139	24	and	and	CCONJ
ital-13279	139	25	network	network	NOUN
ital-13279	139	26	chart	chart	NOUN
ital-13279	139	27	)	)	PUNCT
ital-13279	139	28	were	be	AUX
ital-13279	139	29	obtained	obtain	VERB
ital-13279	139	30	by	by	ADP
ital-13279	139	31	analyzing	analyze	VERB
ital-13279	139	32	pearson	pearson	PROPN
ital-13279	139	33	’s	’s	PART
ital-13279	139	34	correlation	correlation	NOUN
ital-13279	139	35	matrix	matrix	NOUN
ital-13279	139	36	or	or	CCONJ
ital-13279	139	37	other	other	ADJ
ital-13279	139	38	similarity	similarity	NOUN
ital-13279	139	39	matrices.18	matrices.18	NOUN
ital-13279	139	40	in	in	ADP
ital-13279	139	41	this	this	DET
ital-13279	139	42	study	study	NOUN
ital-13279	139	43	,	,	PUNCT
ital-13279	139	44	we	we	PRON
ital-13279	139	45	conducted	conduct	VERB
ital-13279	139	46	network	network	NOUN
ital-13279	139	47	analysis	analysis	NOUN
ital-13279	139	48	on	on	ADP
ital-13279	139	49	a	a	DET
ital-13279	139	50	binary	binary	ADJ
ital-13279	139	51	matrix	matrix	NOUN
ital-13279	139	52	to	to	PART
ital-13279	139	53	display	display	VERB
ital-13279	139	54	the	the	DET
ital-13279	139	55	relationships	relationship	NOUN
ital-13279	139	56	between	between	ADP
ital-13279	139	57	the	the	DET
ital-13279	139	58	documents	document	NOUN
ital-13279	139	59	sent	send	VERB
ital-13279	139	60	and	and	CCONJ
ital-13279	139	61	received	receive	VERB
ital-13279	139	62	by	by	ADP
ital-13279	139	63	the	the	DET
ital-13279	139	64	institutions	institution	NOUN
ital-13279	139	65	in	in	ADP
ital-13279	139	66	the	the	DET
ital-13279	139	67	shengjing	shengjing	NOUN
ital-13279	139	68	area	area	NOUN
ital-13279	139	69	during	during	ADP
ital-13279	139	70	the	the	DET
ital-13279	139	71	qing	qing	NOUN
ital-13279	139	72	dynasty	dynasty	NOUN
ital-13279	139	73	recorded	record	VERB
ital-13279	139	74	in	in	ADP
ital-13279	139	75	the	the	DET
ital-13279	139	76	hetu	hetu	NOUN
ital-13279	139	77	dangse	dangse	NOUN
ital-13279	139	78	.	.	PUNCT
ital-13279	140	1	further	far	ADV
ital-13279	140	2	,	,	PUNCT
ital-13279	140	3	we	we	PRON
ital-13279	140	4	extracted	extract	VERB
ital-13279	140	5	the	the	DET
ital-13279	140	6	receiving	receive	VERB
ital-13279	140	7	institution	institution	NOUN
ital-13279	140	8	and	and	CCONJ
ital-13279	140	9	issuing	issue	VERB
ital-13279	140	10	institution	institution	NOUN
ital-13279	140	11	from	from	ADP
ital-13279	140	12	each	each	DET
ital-13279	140	13	record	record	NOUN
ital-13279	140	14	of	of	ADP
ital-13279	140	15	catalog	catalog	NOUN
ital-13279	140	16	data	datum	NOUN
ital-13279	140	17	in	in	ADP
ital-13279	140	18	the	the	DET
ital-13279	140	19	hetu	hetu	NOUN
ital-13279	140	20	dangse	dangse	NOUN
ital-13279	140	21	,	,	PUNCT
ital-13279	140	22	and	and	CCONJ
ital-13279	140	23	then	then	ADV
ital-13279	140	24	we	we	PRON
ital-13279	140	25	composed	compose	VERB
ital-13279	140	26	a	a	DET
ital-13279	140	27	new	new	ADJ
ital-13279	140	28	data	datum	NOUN
ital-13279	140	29	set	set	VERB
ital-13279	140	30	with	with	ADP
ital-13279	140	31	the	the	DET
ital-13279	140	32	following	follow	VERB
ital-13279	140	33	data	datum	NOUN
ital-13279	140	34	from	from	ADP
ital-13279	140	35	the	the	DET
ital-13279	140	36	receiving	receive	VERB
ital-13279	140	37	institution	institution	NOUN
ital-13279	140	38	:	:	PUNCT
ital-13279	140	39	issuing	issue	VERB
ital-13279	140	40	institution	institution	NOUN
ital-13279	140	41	and	and	CCONJ
ital-13279	140	42	title	title	NOUN
ital-13279	140	43	content	content	NOUN
ital-13279	140	44	.	.	PUNCT
ital-13279	141	1	we	we	PRON
ital-13279	141	2	used	use	VERB
ital-13279	141	3	python	python	NOUN
ital-13279	141	4	to	to	PART
ital-13279	141	5	convert	convert	VERB
ital-13279	141	6	the	the	DET
ital-13279	141	7	new	new	ADJ
ital-13279	141	8	data	datum	NOUN
ital-13279	141	9	set	set	VERB
ital-13279	141	10	to	to	PART
ital-13279	141	11	endnote	endnote	VERB
ital-13279	141	12	format	format	NOUN
ital-13279	141	13	and	and	CCONJ
ital-13279	141	14	import	import	VERB
ital-13279	141	15	it	it	PRON
ital-13279	141	16	into	into	ADP
ital-13279	141	17	vosviewer1.6.15	vosviewer1.6.15	NOUN
ital-13279	141	18	to	to	PART
ital-13279	141	19	calculate	calculate	VERB
ital-13279	141	20	and	and	CCONJ
ital-13279	141	21	draw	draw	VERB
ital-13279	141	22	a	a	DET
ital-13279	141	23	visual	visual	ADJ
ital-13279	141	24	map	map	NOUN
ital-13279	141	25	of	of	ADP
ital-13279	141	26	the	the	DET
ital-13279	141	27	new	new	ADJ
ital-13279	141	28	data	datum	NOUN
ital-13279	141	29	set	set	VERB
ital-13279	141	30	.	.	PUNCT
ital-13279	142	1	van	van	NOUN
ital-13279	142	2	eck	eck	NOUN
ital-13279	142	3	and	and	CCONJ
ital-13279	142	4	waltman	waltman	NOUN
ital-13279	142	5	of	of	ADP
ital-13279	142	6	the	the	DET
ital-13279	142	7	netherlands	netherlands	PROPN
ital-13279	142	8	’	'	PUNCT
ital-13279	142	9	leiden	leiden	PROPN
ital-13279	142	10	university	university	PROPN
ital-13279	142	11	developed	develop	VERB
ital-13279	142	12	vosviewer	vosviewer	NOUN
ital-13279	142	13	,	,	PUNCT
ital-13279	142	14	a	a	DET
ital-13279	142	15	metrological	metrological	ADJ
ital-13279	142	16	analysis	analysis	NOUN
ital-13279	142	17	software	software	NOUN
ital-13279	142	18	used	use	VERB
ital-13279	142	19	for	for	ADP
ital-13279	142	20	constructing	construct	VERB
ital-13279	142	21	and	and	CCONJ
ital-13279	142	22	visualizing	visualize	VERB
ital-13279	142	23	network	network	NOUN
ital-13279	142	24	graphs.19	graphs.19	NOUN
ital-13279	142	25	although	although	SCONJ
ital-13279	142	26	the	the	DET
ital-13279	142	27	software	software	NOUN
ital-13279	142	28	’s	’s	PART
ital-13279	142	29	development	development	NOUN
ital-13279	142	30	principle	principle	NOUN
ital-13279	142	31	is	be	AUX
ital-13279	142	32	based	base	VERB
ital-13279	142	33	on	on	ADP
ital-13279	142	34	documents	document	NOUN
ital-13279	142	35	’	’	PART
ital-13279	142	36	co	co	NOUN
ital-13279	142	37	-	-	NOUN
ital-13279	142	38	citation	citation	NOUN
ital-13279	142	39	principles	principle	NOUN
ital-13279	142	40	,	,	PUNCT
ital-13279	142	41	it	it	PRON
ital-13279	142	42	can	can	AUX
ital-13279	142	43	be	be	AUX
ital-13279	142	44	applied	apply	VERB
ital-13279	142	45	to	to	ADP
ital-13279	142	46	the	the	DET
ital-13279	142	47	construction	construction	NOUN
ital-13279	142	48	of	of	ADP
ital-13279	142	49	data	data	NOUN
ital-13279	142	50	network	network	NOUN
ital-13279	142	51	knowledge	knowledge	NOUN
ital-13279	142	52	graphs	graph	NOUN
ital-13279	142	53	in	in	ADP
ital-13279	142	54	various	various	ADJ
ital-13279	142	55	fields	field	NOUN
ital-13279	142	56	.	.	PUNCT
ital-13279	143	1	combined	combine	VERB
ital-13279	143	2	with	with	ADP
ital-13279	143	3	the	the	DET
ital-13279	143	4	co	co	PROPN
ital-13279	143	5	-word	-word	PROPN
ital-13279	143	6	clustering	cluster	VERB
ital-13279	143	7	algorithm	algorithm	NOUN
ital-13279	143	8	,	,	PUNCT
ital-13279	143	9	we	we	PRON
ital-13279	143	10	can	can	AUX
ital-13279	143	11	create	create	VERB
ital-13279	143	12	an	an	DET
ital-13279	143	13	entity	entity	NOUN
ital-13279	143	14	connection	connection	NOUN
ital-13279	143	15	network	network	NOUN
ital-13279	143	16	map	map	NOUN
ital-13279	143	17	for	for	ADP
ital-13279	143	18	historical	historical	ADJ
ital-13279	143	19	documents	document	NOUN
ital-13279	143	20	through	through	ADP
ital-13279	143	21	vosviewer	vosviewer	NOUN
ital-13279	143	22	software	software	NOUN
ital-13279	143	23	to	to	PART
ital-13279	143	24	reflect	reflect	VERB
ital-13279	143	25	the	the	DET
ital-13279	143	26	recorded	record	VERB
ital-13279	143	27	content	content	NOUN
ital-13279	143	28	.	.	PUNCT
ital-13279	144	1	automatic	automatic	ADJ
ital-13279	144	2	classification	classification	NOUN
ital-13279	144	3	method	method	NOUN
ital-13279	144	4	of	of	ADP
ital-13279	144	5	historical	historical	ADJ
ital-13279	144	6	archives	archive	NOUN
ital-13279	144	7	catalog	catalog	NOUN
ital-13279	144	8	based	base	VERB
ital-13279	144	9	on	on	ADP
ital-13279	144	10	the	the	DET
ital-13279	144	11	svm	svm	NOUN
ital-13279	144	12	model	model	NOUN
ital-13279	144	13	we	we	PRON
ital-13279	144	14	used	use	VERB
ital-13279	144	15	the	the	DET
ital-13279	144	16	svm	svm	PROPN
ital-13279	144	17	model	model	NOUN
ital-13279	144	18	in	in	ADP
ital-13279	144	19	machine	machine	NOUN
ital-13279	144	20	learning	learning	NOUN
ital-13279	144	21	for	for	ADP
ital-13279	144	22	automatic	automatic	ADJ
ital-13279	144	23	classification	classification	NOUN
ital-13279	144	24	.	.	PUNCT
ital-13279	145	1	the	the	DET
ital-13279	145	2	svm	svm	PROPN
ital-13279	145	3	model	model	NOUN
ital-13279	145	4	has	have	VERB
ital-13279	145	5	the	the	DET
ital-13279	145	6	advantages	advantage	NOUN
ital-13279	145	7	of	of	ADP
ital-13279	145	8	strong	strong	ADJ
ital-13279	145	9	generalization	generalization	NOUN
ital-13279	145	10	,	,	PUNCT
ital-13279	145	11	low	low	ADJ
ital-13279	145	12	error	error	NOUN
ital-13279	145	13	rate	rate	NOUN
ital-13279	145	14	,	,	PUNCT
ital-13279	145	15	strong	strong	ADJ
ital-13279	145	16	learning	learning	NOUN
ital-13279	145	17	ability	ability	NOUN
ital-13279	145	18	,	,	PUNCT
ital-13279	145	19	and	and	CCONJ
ital-13279	145	20	support	support	NOUN
ital-13279	145	21	for	for	ADP
ital-13279	145	22	small	small	ADJ
ital-13279	145	23	sample	sample	NOUN
ital-13279	145	24	data	datum	NOUN
ital-13279	145	25	sets	set	NOUN
ital-13279	145	26	,	,	PUNCT
ital-13279	145	27	making	make	VERB
ital-13279	145	28	it	it	PRON
ital-13279	145	29	suitable	suitable	ADJ
ital-13279	145	30	for	for	ADP
ital-13279	145	31	historical	historical	ADJ
ital-13279	145	32	archive	archive	NOUN
ital-13279	145	33	catalog	catalog	NOUN
ital-13279	145	34	data	datum	NOUN
ital-13279	145	35	samples	sample	NOUN
ital-13279	145	36	with	with	ADP
ital-13279	145	37	small	small	ADJ
ital-13279	145	38	sample	sample	NOUN
ital-13279	145	39	characteristics	characteristic	NOUN
ital-13279	145	40	.	.	PUNCT
ital-13279	146	1	therefore	therefore	ADV
ital-13279	146	2	,	,	PUNCT
ital-13279	146	3	we	we	PRON
ital-13279	146	4	attempted	attempt	VERB
ital-13279	146	5	to	to	PART
ital-13279	146	6	classify	classify	VERB
ital-13279	146	7	the	the	DET
ital-13279	146	8	catalog	catalog	NOUN
ital-13279	146	9	data	datum	NOUN
ital-13279	146	10	set	set	VERB
ital-13279	146	11	of	of	ADP
ital-13279	146	12	hetu	hetu	NOUN
ital-13279	146	13	dangse	dangse	VERB
ital-13279	146	14	using	use	VERB
ital-13279	146	15	the	the	DET
ital-13279	146	16	svm	svm	PROPN
ital-13279	146	17	model	model	PROPN
ital-13279	146	18	.	.	PUNCT
ital-13279	147	1	first	first	ADV
ital-13279	147	2	,	,	PUNCT
ital-13279	147	3	we	we	PRON
ital-13279	147	4	divided	divide	VERB
ital-13279	147	5	the	the	DET
ital-13279	147	6	vectorized	vectorized	ADJ
ital-13279	147	7	labeled	label	VERB
ital-13279	147	8	data	datum	NOUN
ital-13279	147	9	set	set	VERB
ital-13279	147	10	into	into	ADP
ital-13279	147	11	a	a	DET
ital-13279	147	12	training	training	NOUN
ital-13279	147	13	set	set	NOUN
ital-13279	147	14	and	and	CCONJ
ital-13279	147	15	a	a	DET
ital-13279	147	16	testing	testing	NOUN
ital-13279	147	17	set	set	NOUN
ital-13279	147	18	.	.	PUNCT
ital-13279	148	1	the	the	DET
ital-13279	148	2	training	training	NOUN
ital-13279	148	3	set	set	NOUN
ital-13279	148	4	accounts	account	VERB
ital-13279	148	5	for	for	ADP
ital-13279	148	6	70	70	NUM
ital-13279	148	7	%	%	NOUN
ital-13279	148	8	of	of	ADP
ital-13279	148	9	the	the	DET
ital-13279	148	10	data	datum	NOUN
ital-13279	148	11	,	,	PUNCT
ital-13279	148	12	and	and	CCONJ
ital-13279	148	13	the	the	DET
ital-13279	148	14	testing	testing	NOUN
ital-13279	148	15	set	set	VERB
ital-13279	148	16	accounts	account	NOUN
ital-13279	148	17	for	for	ADP
ital-13279	148	18	30	30	NUM
ital-13279	148	19	%	%	NOUN
ital-13279	148	20	.	.	PUNCT
ital-13279	149	1	to	to	PART
ital-13279	149	2	ensure	ensure	VERB
ital-13279	149	3	the	the	DET
ital-13279	149	4	accuracy	accuracy	NOUN
ital-13279	149	5	of	of	ADP
ital-13279	149	6	the	the	DET
ital-13279	149	7	model	model	NOUN
ital-13279	149	8	prediction	prediction	NOUN
ital-13279	149	9	,	,	PUNCT
ital-13279	149	10	we	we	PRON
ital-13279	149	11	adopted	adopt	VERB
ital-13279	149	12	a	a	DET
ital-13279	149	13	random	random	ADJ
ital-13279	149	14	division	division	NOUN
ital-13279	149	15	method	method	NOUN
ital-13279	149	16	to	to	PART
ital-13279	149	17	avoid	avoid	VERB
ital-13279	149	18	overfitting	overfitte	VERB
ital-13279	149	19	.	.	PUNCT
ital-13279	150	1	second	second	ADJ
ital-13279	150	2	,	,	PUNCT
ital-13279	150	3	we	we	PRON
ital-13279	150	4	used	use	VERB
ital-13279	150	5	a	a	DET
ital-13279	150	6	linear	linear	ADJ
ital-13279	150	7	kernel	kernel	NOUN
ital-13279	150	8	in	in	ADP
ital-13279	150	9	the	the	DET
ital-13279	150	10	svm	svm	PROPN
ital-13279	150	11	model	model	NOUN
ital-13279	150	12	and	and	CCONJ
ital-13279	150	13	grid	grid	NOUN
ital-13279	150	14	search	search	NOUN
ital-13279	150	15	to	to	PART
ital-13279	150	16	find	find	VERB
ital-13279	150	17	the	the	DET
ital-13279	150	18	best	good	ADJ
ital-13279	150	19	parameter	parameter	NOUN
ital-13279	150	20	.	.	PUNCT
ital-13279	151	1	various	various	ADJ
ital-13279	151	2	combinations	combination	NOUN
ital-13279	151	3	of	of	ADP
ital-13279	151	4	the	the	DET
ital-13279	151	5	penalty	penalty	NOUN
ital-13279	151	6	coefficient	coefficient	NOUN
ital-13279	151	7	(	(	PUNCT
ital-13279	151	8	c	c	NOUN
ital-13279	151	9	)	)	PUNCT
ital-13279	151	10	and	and	CCONJ
ital-13279	151	11	gamma	gamma	NOUN
ital-13279	151	12	parameter	parameter	NOUN
ital-13279	151	13	in	in	ADP
ital-13279	151	14	the	the	DET
ital-13279	151	15	svm	svm	PROPN
ital-13279	151	16	model	model	NOUN
ital-13279	151	17	were	be	AUX
ital-13279	151	18	tested	test	VERB
ital-13279	151	19	based	base	VERB
ital-13279	151	20	on	on	ADP
ital-13279	151	21	their	their	PRON
ital-13279	151	22	accuracy	accuracy	NOUN
ital-13279	151	23	ranked	rank	VERB
ital-13279	151	24	from	from	ADP
ital-13279	151	25	high	high	ADJ
ital-13279	151	26	to	to	AUX
ital-13279	151	27	low	low	ADJ
ital-13279	151	28	.	.	PUNCT
ital-13279	152	1	we	we	PRON
ital-13279	152	2	then	then	ADV
ital-13279	152	3	determined	determine	VERB
ital-13279	152	4	the	the	DET
ital-13279	152	5	best	good	ADJ
ital-13279	152	6	parameter	parameter	NOUN
ital-13279	152	7	combination	combination	NOUN
ital-13279	152	8	.	.	PUNCT
ital-13279	153	1	after	after	SCONJ
ital-13279	153	2	the	the	DET
ital-13279	153	3	model	model	NOUN
ital-13279	153	4	was	be	AUX
ital-13279	153	5	established	establish	VERB
ital-13279	153	6	,	,	PUNCT
ital-13279	153	7	we	we	PRON
ital-13279	153	8	validated	validate	VERB
ital-13279	153	9	the	the	DET
ital-13279	153	10	predictive	predictive	ADJ
ital-13279	153	11	performance	performance	NOUN
ital-13279	153	12	of	of	ADP
ital-13279	153	13	the	the	DET
ital-13279	153	14	model	model	NOUN
ital-13279	153	15	from	from	ADP
ital-13279	153	16	multiple	multiple	ADJ
ital-13279	153	17	perspectives	perspective	NOUN
ital-13279	153	18	such	such	ADJ
ital-13279	153	19	as	as	ADP
ital-13279	153	20	precision	precision	NOUN
ital-13279	153	21	,	,	PUNCT
ital-13279	153	22	recall	recall	NOUN
ital-13279	153	23	,	,	PUNCT
ital-13279	153	24	and	and	CCONJ
ital-13279	153	25	f1	f1	PROPN
ital-13279	153	26	score	score	NOUN
ital-13279	153	27	to	to	PART
ital-13279	153	28	ensure	ensure	VERB
ital-13279	153	29	the	the	DET
ital-13279	153	30	generalization	generalization	NOUN
ital-13279	153	31	ability	ability	NOUN
ital-13279	153	32	and	and	CCONJ
ital-13279	153	33	availability	availability	NOUN
ital-13279	153	34	of	of	ADP
ital-13279	153	35	the	the	DET
ital-13279	153	36	model	model	NOUN
ital-13279	153	37	.	.	PUNCT
ital-13279	154	1	we	we	PRON
ital-13279	154	2	set	set	VERB
ital-13279	154	3	the	the	DET
ital-13279	154	4	penalty	penalty	NOUN
ital-13279	154	5	coefficients	coefficient	NOUN
ital-13279	154	6	to	to	ADP
ital-13279	154	7	10	10	NUM
ital-13279	154	8	,	,	PUNCT
ital-13279	154	9	100	100	NUM
ital-13279	154	10	,	,	PUNCT
ital-13279	154	11	200	200	NUM
ital-13279	154	12	,	,	PUNCT
ital-13279	154	13	and	and	CCONJ
ital-13279	154	14	300	300	NUM
ital-13279	154	15	,	,	PUNCT
ital-13279	154	16	while	while	SCONJ
ital-13279	154	17	the	the	DET
ital-13279	154	18	gamma	gamma	NOUN
ital-13279	154	19	parameters	parameter	NOUN
ital-13279	154	20	are	be	AUX
ital-13279	154	21	set	set	VERB
ital-13279	154	22	to	to	ADP
ital-13279	154	23	0.1	0.1	NUM
ital-13279	154	24	,	,	PUNCT
ital-13279	154	25	0.25	0.25	NUM
ital-13279	154	26	,	,	PUNCT
ital-13279	154	27	0.5	0.5	NUM
ital-13279	154	28	,	,	PUNCT
ital-13279	154	29	and	and	CCONJ
ital-13279	154	30	0.75	0.75	NUM
ital-13279	154	31	.	.	PUNCT
ital-13279	155	1	we	we	PRON
ital-13279	155	2	used	use	VERB
ital-13279	155	3	the	the	DET
ital-13279	155	4	precision	precision	NOUN
ital-13279	155	5	evaluation	evaluation	NOUN
ital-13279	155	6	criteria	criterion	NOUN
ital-13279	155	7	to	to	PART
ital-13279	155	8	find	find	VERB
ital-13279	155	9	the	the	DET
ital-13279	155	10	optimal	optimal	ADJ
ital-13279	155	11	parameter	parameter	NOUN
ital-13279	155	12	combination	combination	NOUN
ital-13279	155	13	of	of	ADP
ital-13279	155	14	the	the	DET
ital-13279	155	15	model	model	NOUN
ital-13279	155	16	and	and	CCONJ
ital-13279	155	17	then	then	ADV
ital-13279	155	18	imported	import	VERB
ital-13279	155	19	them	they	PRON
ital-13279	155	20	.	.	PUNCT
ital-13279	156	1	the	the	DET
ital-13279	156	2	penalty	penalty	NOUN
ital-13279	156	3	coefficient	coefficient	NOUN
ital-13279	156	4	is	be	AUX
ital-13279	156	5	set	set	VERB
ital-13279	156	6	to	to	ADP
ital-13279	156	7	the	the	DET
ital-13279	156	8	x	x	NOUN
ital-13279	156	9	-	-	NOUN
ital-13279	156	10	axis	axis	NOUN
ital-13279	156	11	,	,	PUNCT
ital-13279	156	12	the	the	DET
ital-13279	156	13	gamma	gamma	NOUN
ital-13279	156	14	parameter	parameter	NOUN
ital-13279	156	15	set	set	VERB
ital-13279	156	16	to	to	ADP
ital-13279	156	17	the	the	DET
ital-13279	156	18	y	y	PROPN
ital-13279	156	19	-	-	PUNCT
ital-13279	156	20	axis	axis	NOUN
ital-13279	156	21	,	,	PUNCT
ital-13279	156	22	and	and	CCONJ
ital-13279	156	23	the	the	DET
ital-13279	156	24	precision	precision	NOUN
ital-13279	156	25	set	set	VERB
ital-13279	156	26	to	to	ADP
ital-13279	156	27	the	the	DET
ital-13279	156	28	z	z	NOUN
ital-13279	156	29	-	-	PUNCT
ital-13279	156	30	axis	axis	NOUN
ital-13279	156	31	.	.	PUNCT
ital-13279	157	1	we	we	PRON
ital-13279	157	2	implemented	implement	VERB
ital-13279	157	3	the	the	DET
ital-13279	157	4	model	model	NOUN
ital-13279	157	5	to	to	PART
ital-13279	157	6	obtain	obtain	VERB
ital-13279	157	7	the	the	DET
ital-13279	157	8	visualization	visualization	NOUN
ital-13279	157	9	that	that	PRON
ital-13279	157	10	is	be	AUX
ital-13279	157	11	shown	show	VERB
ital-13279	157	12	in	in	ADP
ital-13279	157	13	figure	figure	NOUN
ital-13279	157	14	4	4	NUM
ital-13279	157	15	.	.	PUNCT
ital-13279	158	1	clearly	clearly	ADV
ital-13279	158	2	,	,	PUNCT
ital-13279	158	3	the	the	DET
ital-13279	158	4	optimal	optimal	ADJ
ital-13279	158	5	parameter	parameter	NOUN
ital-13279	158	6	combination	combination	NOUN
ital-13279	158	7	is	be	AUX
ital-13279	158	8	a	a	DET
ital-13279	158	9	penalty	penalty	NOUN
ital-13279	158	10	coefficient	coefficient	NOUN
ital-13279	158	11	of	of	ADP
ital-13279	158	12	10	10	NUM
ital-13279	158	13	and	and	CCONJ
ital-13279	158	14	a	a	DET
ital-13279	158	15	gamma	gamma	NOUN
ital-13279	158	16	parameter	parameter	NOUN
ital-13279	158	17	of	of	ADP
ital-13279	158	18	0.075	0.075	NUM
ital-13279	158	19	.	.	PUNCT
ital-13279	159	1	information	information	NOUN
ital-13279	159	2	technology	technology	NOUN
ital-13279	159	3	and	and	CCONJ
ital-13279	159	4	libraries	library	NOUN
ital-13279	159	5	september	september	PROPN
ital-13279	159	6	2021	2021	NUM
ital-13279	159	7	text	text	NOUN
ital-13279	159	8	analysis	analysis	NOUN
ital-13279	159	9	and	and	CCONJ
ital-13279	159	10	visualization	visualization	NOUN
ital-13279	159	11	research	research	NOUN
ital-13279	159	12	on	on	ADP
ital-13279	159	13	the	the	DET
ital-13279	159	14	hetu	hetu	NOUN
ital-13279	159	15	dangse	dangse	PROPN
ital-13279	159	16	|	|	PROPN
ital-13279	159	17	wang	wang	PROPN
ital-13279	159	18	,	,	PUNCT
ital-13279	159	19	wu	wu	PROPN
ital-13279	159	20	,	,	PUNCT
ital-13279	159	21	yu	yu	PROPN
ital-13279	159	22	,	,	PUNCT
ital-13279	159	23	and	and	CCONJ
ital-13279	159	24	song	song	NOUN
ital-13279	159	25	10	10	NUM
ital-13279	159	26	figure	figure	NOUN
ital-13279	159	27	4	4	NUM
ital-13279	159	28	.	.	PUNCT
ital-13279	160	1	svm	svm	PROPN
ital-13279	160	2	grid	grid	NOUN
ital-13279	160	3	search	search	NOUN
ital-13279	160	4	parameter	parameter	NOUN
ital-13279	160	5	tuning	tuning	NOUN
ital-13279	160	6	diagram	diagram	NOUN
ital-13279	160	7	.	.	PUNCT
ital-13279	161	1	discussion	discussion	NOUN
ital-13279	161	2	the	the	DET
ital-13279	161	3	history	history	NOUN
ital-13279	161	4	of	of	ADP
ital-13279	161	5	a	a	DET
ital-13279	161	6	nation	nation	NOUN
ital-13279	161	7	is	be	AUX
ital-13279	161	8	the	the	DET
ital-13279	161	9	foundation	foundation	NOUN
ital-13279	161	10	on	on	ADP
ital-13279	161	11	which	which	PRON
ital-13279	161	12	it	it	PRON
ital-13279	161	13	is	be	AUX
ital-13279	161	14	built	build	VERB
ital-13279	161	15	.	.	PUNCT
ital-13279	162	1	historical	historical	ADJ
ital-13279	162	2	documents	document	NOUN
ital-13279	162	3	are	be	AUX
ital-13279	162	4	the	the	DET
ital-13279	162	5	witnesses	witness	NOUN
ital-13279	162	6	and	and	CCONJ
ital-13279	162	7	recorders	recorder	NOUN
ital-13279	162	8	of	of	ADP
ital-13279	162	9	history	history	NOUN
ital-13279	162	10	.	.	PUNCT
ital-13279	163	1	through	through	ADP
ital-13279	163	2	the	the	DET
ital-13279	163	3	study	study	NOUN
ital-13279	163	4	of	of	ADP
ital-13279	163	5	historical	historical	ADJ
ital-13279	163	6	documents	document	NOUN
ital-13279	163	7	,	,	PUNCT
ital-13279	163	8	we	we	PRON
ital-13279	163	9	can	can	AUX
ital-13279	163	10	go	go	VERB
ital-13279	163	11	back	back	ADV
ital-13279	163	12	to	to	ADP
ital-13279	163	13	the	the	DET
ital-13279	163	14	past	past	NOUN
ital-13279	163	15	,	,	PUNCT
ital-13279	163	16	cherish	cherish	VERB
ital-13279	163	17	the	the	DET
ital-13279	163	18	present	present	NOUN
ital-13279	163	19	,	,	PUNCT
ital-13279	163	20	and	and	CCONJ
ital-13279	163	21	look	look	VERB
ital-13279	163	22	forward	forward	ADV
ital-13279	163	23	to	to	ADP
ital-13279	163	24	the	the	DET
ital-13279	163	25	future	future	NOUN
ital-13279	163	26	.	.	PUNCT
ital-13279	164	1	an	an	DET
ital-13279	164	2	increasing	increase	VERB
ital-13279	164	3	number	number	NOUN
ital-13279	164	4	of	of	ADP
ital-13279	164	5	scholars	scholar	NOUN
ital-13279	164	6	have	have	AUX
ital-13279	164	7	studied	study	VERB
ital-13279	164	8	these	these	DET
ital-13279	164	9	documents	document	NOUN
ital-13279	164	10	in	in	ADP
ital-13279	164	11	recent	recent	ADJ
ital-13279	164	12	years	year	NOUN
ital-13279	164	13	due	due	ADP
ital-13279	164	14	to	to	ADP
ital-13279	164	15	their	their	PRON
ital-13279	164	16	importance	importance	NOUN
ital-13279	164	17	.	.	PUNCT
ital-13279	165	1	the	the	DET
ital-13279	165	2	hetu	hetu	PROPN
ital-13279	165	3	dangse	dangse	PROPN
ital-13279	165	4	records	record	VERB
ital-13279	165	5	the	the	DET
ital-13279	165	6	document	document	NOUN
ital-13279	165	7	communications	communication	NOUN
ital-13279	165	8	between	between	ADP
ital-13279	165	9	institutions	institution	NOUN
ital-13279	165	10	in	in	ADP
ital-13279	165	11	shengjing	shengjing	NOUN
ital-13279	165	12	(	(	PUNCT
ital-13279	165	13	now	now	ADV
ital-13279	165	14	shenyang	shenyang	PROPN
ital-13279	165	15	)	)	PUNCT
ital-13279	165	16	and	and	CCONJ
ital-13279	165	17	beijing	beijing	PROPN
ital-13279	165	18	during	during	ADP
ital-13279	165	19	the	the	DET
ital-13279	165	20	qing	qing	NOUN
ital-13279	165	21	dynasty	dynasty	NOUN
ital-13279	165	22	.	.	PUNCT
ital-13279	166	1	it	it	PRON
ital-13279	166	2	is	be	AUX
ital-13279	166	3	an	an	DET
ital-13279	166	4	important	important	ADJ
ital-13279	166	5	historical	historical	ADJ
ital-13279	166	6	document	document	NOUN
ital-13279	166	7	that	that	PRON
ital-13279	166	8	can	can	AUX
ital-13279	166	9	not	not	PART
ital-13279	166	10	be	be	AUX
ital-13279	166	11	ignored	ignore	VERB
ital-13279	166	12	when	when	SCONJ
ital-13279	166	13	information	information	NOUN
ital-13279	166	14	technology	technology	NOUN
ital-13279	166	15	and	and	CCONJ
ital-13279	166	16	libraries	library	NOUN
ital-13279	166	17	september	september	PROPN
ital-13279	166	18	2021	2021	NUM
ital-13279	166	19	text	text	NOUN
ital-13279	166	20	analysis	analysis	NOUN
ital-13279	166	21	and	and	CCONJ
ital-13279	166	22	visualization	visualization	NOUN
ital-13279	166	23	research	research	NOUN
ital-13279	166	24	on	on	ADP
ital-13279	166	25	the	the	DET
ital-13279	166	26	hetu	hetu	NOUN
ital-13279	166	27	dangse	dangse	PROPN
ital-13279	166	28	|	|	PROPN
ital-13279	166	29	wang	wang	PROPN
ital-13279	166	30	,	,	PUNCT
ital-13279	166	31	wu	wu	PROPN
ital-13279	166	32	,	,	PUNCT
ital-13279	166	33	yu	yu	PROPN
ital-13279	166	34	,	,	PUNCT
ital-13279	166	35	and	and	CCONJ
ital-13279	166	36	song	song	NOUN
ital-13279	166	37	11	11	NUM
ital-13279	166	38	studying	study	VERB
ital-13279	166	39	the	the	DET
ital-13279	166	40	history	history	NOUN
ital-13279	166	41	of	of	ADP
ital-13279	166	42	northeast	northeast	ADJ
ital-13279	166	43	china	china	PROPN
ital-13279	166	44	during	during	ADP
ital-13279	166	45	the	the	DET
ital-13279	166	46	qing	qing	NOUN
ital-13279	166	47	dynasty	dynasty	NOUN
ital-13279	166	48	.	.	PUNCT
ital-13279	167	1	here	here	ADV
ital-13279	167	2	,	,	PUNCT
ital-13279	167	3	we	we	PRON
ital-13279	167	4	use	use	VERB
ital-13279	167	5	the	the	DET
ital-13279	167	6	catalog	catalog	NOUN
ital-13279	167	7	data	datum	NOUN
ital-13279	167	8	of	of	ADP
ital-13279	167	9	the	the	DET
ital-13279	167	10	hetu	hetu	NOUN
ital-13279	167	11	dangse	dangse	VERB
ital-13279	167	12	as	as	ADP
ital-13279	167	13	the	the	DET
ital-13279	167	14	sample	sample	NOUN
ital-13279	167	15	data	datum	NOUN
ital-13279	167	16	to	to	PART
ital-13279	167	17	test	test	VERB
ital-13279	167	18	the	the	DET
ital-13279	167	19	machine	machine	NOUN
ital-13279	167	20	learning	learning	NOUN
ital-13279	167	21	methods	method	NOUN
ital-13279	167	22	previously	previously	ADV
ital-13279	167	23	mentioned	mention	VERB
ital-13279	167	24	.	.	PUNCT
ital-13279	168	1	we	we	PRON
ital-13279	168	2	explore	explore	VERB
ital-13279	168	3	the	the	DET
ital-13279	168	4	results	result	NOUN
ital-13279	168	5	from	from	ADP
ital-13279	168	6	the	the	DET
ital-13279	168	7	perspectives	perspective	NOUN
ital-13279	168	8	of	of	ADP
ital-13279	168	9	institutional	institutional	ADJ
ital-13279	168	10	function	function	NOUN
ital-13279	168	11	,	,	PUNCT
ital-13279	168	12	institutional	institutional	ADJ
ital-13279	168	13	relationship	relationship	NOUN
ital-13279	168	14	,	,	PUNCT
ital-13279	168	15	and	and	CCONJ
ital-13279	168	16	automatic	automatic	ADJ
ital-13279	168	17	classification	classification	NOUN
ital-13279	168	18	to	to	PART
ital-13279	168	19	determine	determine	VERB
ital-13279	168	20	the	the	DET
ital-13279	168	21	feasibility	feasibility	NOUN
ital-13279	168	22	of	of	ADP
ital-13279	168	23	our	our	PRON
ital-13279	168	24	methods	method	NOUN
ital-13279	168	25	.	.	PUNCT
ital-13279	169	1	functions	function	NOUN
ital-13279	169	2	of	of	ADP
ital-13279	169	3	institutions	institution	NOUN
ital-13279	169	4	the	the	DET
ital-13279	169	5	number	number	NOUN
ital-13279	169	6	of	of	ADP
ital-13279	169	7	institutions	institution	NOUN
ital-13279	169	8	involved	involve	VERB
ital-13279	169	9	in	in	ADP
ital-13279	169	10	the	the	DET
ital-13279	169	11	hetu	hetu	NOUN
ital-13279	169	12	dangse	dangse	PROPN
ital-13279	169	13	is	be	AUX
ital-13279	169	14	over	over	ADP
ital-13279	169	15	150	150	NUM
ital-13279	169	16	.	.	PUNCT
ital-13279	170	1	these	these	DET
ital-13279	170	2	functional	functional	ADJ
ital-13279	170	3	departments	department	NOUN
ital-13279	170	4	formed	form	VERB
ital-13279	170	5	the	the	DET
ital-13279	170	6	governance	governance	NOUN
ital-13279	170	7	system	system	NOUN
ital-13279	170	8	of	of	ADP
ital-13279	170	9	the	the	DET
ital-13279	170	10	shengjing	shengjing	NOUN
ital-13279	170	11	area	area	NOUN
ital-13279	170	12	during	during	ADP
ital-13279	170	13	the	the	DET
ital-13279	170	14	qing	qing	NOUN
ital-13279	170	15	dynasty	dynasty	NOUN
ital-13279	170	16	.	.	PUNCT
ital-13279	171	1	to	to	PART
ital-13279	171	2	gain	gain	VERB
ital-13279	171	3	a	a	DET
ital-13279	171	4	deeper	deep	ADJ
ital-13279	171	5	understanding	understanding	NOUN
ital-13279	171	6	of	of	ADP
ital-13279	171	7	the	the	DET
ital-13279	171	8	qing	qing	NOUN
ital-13279	171	9	dynasty	dynasty	NOUN
ital-13279	171	10	’s	’s	PART
ital-13279	171	11	ruling	rule	VERB
ital-13279	171	12	system	system	NOUN
ital-13279	171	13	in	in	ADP
ital-13279	171	14	the	the	DET
ital-13279	171	15	shengjing	shengjing	NOUN
ital-13279	171	16	area	area	NOUN
ital-13279	171	17	,	,	PUNCT
ital-13279	171	18	the	the	DET
ital-13279	171	19	functions	function	NOUN
ital-13279	171	20	of	of	ADP
ital-13279	171	21	these	these	DET
ital-13279	171	22	institutions	institution	NOUN
ital-13279	171	23	should	should	AUX
ital-13279	171	24	be	be	AUX
ital-13279	171	25	examined	examine	VERB
ital-13279	171	26	.	.	PUNCT
ital-13279	172	1	this	this	DET
ital-13279	172	2	study	study	NOUN
ital-13279	172	3	analyzes	analyze	NOUN
ital-13279	172	4	and	and	CCONJ
ital-13279	172	5	studies	study	NOUN
ital-13279	172	6	the	the	DET
ital-13279	172	7	functions	function	NOUN
ital-13279	172	8	of	of	ADP
ital-13279	172	9	the	the	DET
ital-13279	172	10	institutions	institution	NOUN
ital-13279	172	11	in	in	ADP
ital-13279	172	12	the	the	DET
ital-13279	172	13	shengjing	shengjing	NOUN
ital-13279	172	14	area	area	NOUN
ital-13279	172	15	through	through	ADP
ital-13279	172	16	the	the	DET
ital-13279	172	17	number	number	NOUN
ital-13279	172	18	of	of	ADP
ital-13279	172	19	documents	document	NOUN
ital-13279	172	20	and	and	CCONJ
ital-13279	172	21	the	the	DET
ital-13279	172	22	frequency	frequency	NOUN
ital-13279	172	23	of	of	ADP
ital-13279	172	24	content	content	NOUN
ital-13279	172	25	of	of	ADP
ital-13279	172	26	the	the	DET
ital-13279	172	27	sending	send	VERB
ital-13279	172	28	and	and	CCONJ
ital-13279	172	29	receiving	receive	VERB
ital-13279	172	30	institutions	institution	NOUN
ital-13279	172	31	.	.	PUNCT
ital-13279	173	1	analysis	analysis	NOUN
ital-13279	173	2	of	of	ADP
ital-13279	173	3	the	the	DET
ital-13279	173	4	number	number	NOUN
ital-13279	173	5	of	of	ADP
ital-13279	173	6	documents	document	NOUN
ital-13279	173	7	received	receive	VERB
ital-13279	173	8	and	and	CCONJ
ital-13279	173	9	sent	send	VERB
ital-13279	173	10	by	by	ADP
ital-13279	173	11	institutions	institution	NOUN
ital-13279	173	12	by	by	ADP
ital-13279	173	13	sorting	sort	VERB
ital-13279	173	14	and	and	CCONJ
ital-13279	173	15	statistically	statistically	ADV
ital-13279	173	16	analyzing	analyze	VERB
ital-13279	173	17	the	the	DET
ital-13279	173	18	catalog	catalog	NOUN
ital-13279	173	19	data	datum	NOUN
ital-13279	173	20	of	of	ADP
ital-13279	173	21	hetu	hetu	PROPN
ital-13279	173	22	dangse	dangse	PROPN
ital-13279	173	23	,	,	PUNCT
ital-13279	173	24	we	we	PRON
ital-13279	173	25	obtained	obtain	VERB
ital-13279	173	26	data	datum	NOUN
ital-13279	173	27	on	on	ADP
ital-13279	173	28	the	the	DET
ital-13279	173	29	number	number	NOUN
ital-13279	173	30	of	of	ADP
ital-13279	173	31	documents	document	NOUN
ital-13279	173	32	received	receive	VERB
ital-13279	173	33	and	and	CCONJ
ital-13279	173	34	sent	send	VERB
ital-13279	173	35	by	by	ADP
ital-13279	173	36	institutions	institution	NOUN
ital-13279	173	37	in	in	ADP
ital-13279	173	38	the	the	DET
ital-13279	173	39	shengjing	shengjing	NOUN
ital-13279	173	40	area	area	NOUN
ital-13279	173	41	recorded	record	VERB
ital-13279	173	42	in	in	ADP
ital-13279	173	43	the	the	DET
ital-13279	173	44	hetu	hetu	NOUN
ital-13279	173	45	dangse	dangse	NOUN
ital-13279	173	46	.	.	PUNCT
ital-13279	174	1	we	we	PRON
ital-13279	174	2	set	set	VERB
ital-13279	174	3	the	the	DET
ital-13279	174	4	vertical	vertical	ADJ
ital-13279	174	5	axis	axis	NOUN
ital-13279	174	6	as	as	ADP
ital-13279	174	7	the	the	DET
ital-13279	174	8	total	total	ADJ
ital-13279	174	9	number	number	NOUN
ital-13279	174	10	of	of	ADP
ital-13279	174	11	communicated	communicate	VERB
ital-13279	174	12	documents	document	NOUN
ital-13279	174	13	,	,	PUNCT
ital-13279	174	14	number	number	NOUN
ital-13279	174	15	of	of	ADP
ital-13279	174	16	issued	issue	VERB
ital-13279	174	17	documents	document	NOUN
ital-13279	174	18	,	,	PUNCT
ital-13279	174	19	and	and	CCONJ
ital-13279	174	20	number	number	NOUN
ital-13279	174	21	of	of	ADP
ital-13279	174	22	received	receive	VERB
ital-13279	174	23	documents	document	NOUN
ital-13279	174	24	.	.	PUNCT
ital-13279	175	1	we	we	PRON
ital-13279	175	2	set	set	VERB
ital-13279	175	3	the	the	DET
ital-13279	175	4	horizontal	horizontal	ADJ
ital-13279	175	5	axis	axis	NOUN
ital-13279	175	6	as	as	ADP
ital-13279	175	7	the	the	DET
ital-13279	175	8	names	name	NOUN
ital-13279	175	9	of	of	ADP
ital-13279	175	10	the	the	DET
ital-13279	175	11	institutions	institution	NOUN
ital-13279	175	12	and	and	CCONJ
ital-13279	175	13	then	then	ADV
ital-13279	175	14	drew	draw	VERB
ital-13279	175	15	a	a	DET
ital-13279	175	16	histogram	histogram	NOUN
ital-13279	175	17	.	.	PUNCT
ital-13279	176	1	this	this	DET
ital-13279	176	2	study	study	NOUN
ital-13279	176	3	analyzes	analyze	VERB
ital-13279	176	4	the	the	DET
ital-13279	176	5	number	number	NOUN
ital-13279	176	6	of	of	ADP
ital-13279	176	7	institutional	institutional	ADJ
ital-13279	176	8	archives	archive	NOUN
ital-13279	176	9	of	of	ADP
ital-13279	176	10	the	the	DET
ital-13279	176	11	hetu	hetu	NOUN
ital-13279	176	12	dangse	dangse	PROPN
ital-13279	176	13	catalog	catalog	NOUN
ital-13279	176	14	from	from	ADP
ital-13279	176	15	three	three	NUM
ital-13279	176	16	perspectives	perspective	NOUN
ital-13279	176	17	:	:	PUNCT
ital-13279	176	18	total	total	ADJ
ital-13279	176	19	number	number	NOUN
ital-13279	176	20	of	of	ADP
ital-13279	176	21	sent	send	VERB
ital-13279	176	22	and	and	CCONJ
ital-13279	176	23	received	receive	VERB
ital-13279	176	24	documents	document	NOUN
ital-13279	176	25	,	,	PUNCT
ital-13279	176	26	number	number	NOUN
ital-13279	176	27	of	of	ADP
ital-13279	176	28	received	receive	VERB
ital-13279	176	29	documents	document	NOUN
ital-13279	176	30	,	,	PUNCT
ital-13279	176	31	and	and	CCONJ
ital-13279	176	32	number	number	NOUN
ital-13279	176	33	of	of	ADP
ital-13279	176	34	issued	issue	VERB
ital-13279	176	35	documents	document	NOUN
ital-13279	176	36	to	to	PART
ital-13279	176	37	find	find	VERB
ital-13279	176	38	the	the	DET
ital-13279	176	39	institutions	institution	NOUN
ital-13279	176	40	with	with	ADP
ital-13279	176	41	the	the	DET
ital-13279	176	42	highest	high	ADJ
ital-13279	176	43	research	research	NOUN
ital-13279	176	44	value	value	NOUN
ital-13279	176	45	in	in	ADP
ital-13279	176	46	the	the	DET
ital-13279	176	47	shengjing	shengjing	NOUN
ital-13279	176	48	area	area	NOUN
ital-13279	176	49	.	.	PUNCT
ital-13279	177	1	in	in	ADP
ital-13279	177	2	the	the	DET
ital-13279	177	3	histogram	histogram	NOUN
ital-13279	177	4	shown	show	VERB
ital-13279	177	5	in	in	ADP
ital-13279	177	6	figure	figure	NOUN
ital-13279	177	7	5(a	5(a	NUM
ital-13279	177	8	)	)	PUNCT
ital-13279	177	9	,	,	PUNCT
ital-13279	177	10	the	the	DET
ital-13279	177	11	top	top	ADJ
ital-13279	177	12	three	three	NUM
ital-13279	177	13	institutions	institution	NOUN
ital-13279	177	14	in	in	ADP
ital-13279	177	15	total	total	ADJ
ital-13279	177	16	number	number	NOUN
ital-13279	177	17	of	of	ADP
ital-13279	177	18	communicated	communicate	VERB
ital-13279	177	19	documents	document	NOUN
ital-13279	177	20	are	be	AUX
ital-13279	177	21	shengjing	shengje	VERB
ital-13279	177	22	internal	internal	ADJ
ital-13279	177	23	affairs	affairs	PROPN
ital-13279	177	24	office	office	NOUN
ital-13279	177	25	,	,	PUNCT
ital-13279	177	26	shengjing	shengje	VERB
ital-13279	177	27	zuoling	zuoling	NOUN
ital-13279	177	28	,	,	PUNCT
ital-13279	177	29	and	and	CCONJ
ital-13279	177	30	shengjing	shengje	VERB
ital-13279	177	31	ministry	ministry	PROPN
ital-13279	177	32	of	of	ADP
ital-13279	177	33	revenue	revenue	NOUN
ital-13279	177	34	.	.	PUNCT
ital-13279	178	1	we	we	PRON
ital-13279	178	2	can	can	AUX
ital-13279	178	3	also	also	ADV
ital-13279	178	4	observe	observe	VERB
ital-13279	178	5	that	that	SCONJ
ital-13279	178	6	the	the	DET
ital-13279	178	7	top	top	ADJ
ital-13279	178	8	10	10	NUM
ital-13279	178	9	institutions	institution	NOUN
ital-13279	178	10	have	have	VERB
ital-13279	178	11	different	different	ADJ
ital-13279	178	12	volumes	volume	NOUN
ital-13279	178	13	of	of	ADP
ital-13279	178	14	their	their	PRON
ital-13279	178	15	respective	respective	ADJ
ital-13279	178	16	documents	document	NOUN
ital-13279	178	17	received	receive	VERB
ital-13279	178	18	and	and	CCONJ
ital-13279	178	19	sent	send	VERB
ital-13279	178	20	by	by	ADP
ital-13279	178	21	institutions	institution	NOUN
ital-13279	178	22	.	.	PUNCT
ital-13279	179	1	therefore	therefore	ADV
ital-13279	179	2	,	,	PUNCT
ital-13279	179	3	the	the	DET
ital-13279	179	4	ranking	ranking	NOUN
ital-13279	179	5	of	of	ADP
ital-13279	179	6	the	the	DET
ital-13279	179	7	total	total	ADJ
ital-13279	179	8	number	number	NOUN
ital-13279	179	9	of	of	ADP
ital-13279	179	10	communicated	communicate	VERB
ital-13279	179	11	documents	document	NOUN
ital-13279	179	12	is	be	AUX
ital-13279	179	13	not	not	PART
ital-13279	179	14	directly	directly	ADV
ital-13279	179	15	related	relate	VERB
ital-13279	179	16	to	to	ADP
ital-13279	179	17	the	the	DET
ital-13279	179	18	respective	respective	ADJ
ital-13279	179	19	rankings	ranking	NOUN
ital-13279	179	20	of	of	ADP
ital-13279	179	21	the	the	DET
ital-13279	179	22	number	number	NOUN
ital-13279	179	23	of	of	ADP
ital-13279	179	24	documents	document	NOUN
ital-13279	179	25	received	receive	VERB
ital-13279	179	26	and	and	CCONJ
ital-13279	179	27	the	the	DET
ital-13279	179	28	number	number	NOUN
ital-13279	179	29	of	of	ADP
ital-13279	179	30	documents	document	NOUN
ital-13279	179	31	sent	send	VERB
ital-13279	179	32	.	.	PUNCT
ital-13279	180	1	in	in	ADP
ital-13279	180	2	figure	figure	NOUN
ital-13279	180	3	5(b	5(b	NUM
ital-13279	180	4	)	)	PUNCT
ital-13279	180	5	,	,	PUNCT
ital-13279	180	6	we	we	PRON
ital-13279	180	7	can	can	AUX
ital-13279	180	8	observe	observe	VERB
ital-13279	180	9	that	that	SCONJ
ital-13279	180	10	the	the	DET
ital-13279	180	11	top	top	ADJ
ital-13279	180	12	three	three	NUM
ital-13279	180	13	institutions	institution	NOUN
ital-13279	180	14	in	in	ADP
ital-13279	180	15	number	number	NOUN
ital-13279	180	16	of	of	ADP
ital-13279	180	17	documents	document	NOUN
ital-13279	180	18	received	receive	VERB
ital-13279	180	19	in	in	ADP
ital-13279	180	20	the	the	DET
ital-13279	180	21	hetu	hetu	NOUN
ital-13279	180	22	dangse	dangse	PROPN
ital-13279	180	23	are	be	AUX
ital-13279	180	24	shengjing	shengje	VERB
ital-13279	180	25	internal	internal	ADJ
ital-13279	180	26	affairs	affairs	PROPN
ital-13279	180	27	office	office	NOUN
ital-13279	180	28	,	,	PUNCT
ital-13279	180	29	shengjing	shengje	VERB
ital-13279	180	30	ministry	ministry	PROPN
ital-13279	180	31	of	of	ADP
ital-13279	180	32	revenue	revenue	NOUN
ital-13279	180	33	,	,	PUNCT
ital-13279	180	34	and	and	CCONJ
ital-13279	180	35	shengjing	shengje	VERB
ital-13279	180	36	general	general	ADJ
ital-13279	180	37	yamen	yaman	NOUN
ital-13279	180	38	.	.	PUNCT
ital-13279	181	1	figure	figure	VERB
ital-13279	181	2	5(c	5(c	NUM
ital-13279	181	3	)	)	PUNCT
ital-13279	181	4	shows	show	VERB
ital-13279	181	5	the	the	DET
ital-13279	181	6	top	top	ADJ
ital-13279	181	7	three	three	NUM
ital-13279	181	8	institutions	institution	NOUN
ital-13279	181	9	in	in	ADP
ital-13279	181	10	number	number	NOUN
ital-13279	181	11	of	of	ADP
ital-13279	181	12	documents	document	NOUN
ital-13279	181	13	sent	send	VERB
ital-13279	181	14	in	in	ADP
ital-13279	181	15	the	the	DET
ital-13279	181	16	hetu	hetu	NOUN
ital-13279	181	17	dangse	dangse	PROPN
ital-13279	181	18	are	be	AUX
ital-13279	181	19	shengjing	shengje	VERB
ital-13279	181	20	internal	internal	ADJ
ital-13279	181	21	affairs	affairs	PROPN
ital-13279	181	22	office	office	NOUN
ital-13279	181	23	,	,	PUNCT
ital-13279	181	24	shengjing	shengje	VERB
ital-13279	181	25	zuoling	zuoling	NOUN
ital-13279	181	26	,	,	PUNCT
ital-13279	181	27	and	and	CCONJ
ital-13279	181	28	shengjing	shengje	VERB
ital-13279	181	29	general	general	ADJ
ital-13279	181	30	yamen	yaman	NOUN
ital-13279	181	31	.	.	PUNCT
ital-13279	182	1	the	the	DET
ital-13279	182	2	total	total	ADJ
ital-13279	182	3	number	number	NOUN
ital-13279	182	4	of	of	ADP
ital-13279	182	5	communicated	communicate	VERB
ital-13279	182	6	documents	document	NOUN
ital-13279	182	7	,	,	PUNCT
ital-13279	182	8	number	number	NOUN
ital-13279	182	9	of	of	ADP
ital-13279	182	10	documents	document	NOUN
ital-13279	182	11	sent	send	VERB
ital-13279	182	12	,	,	PUNCT
ital-13279	182	13	and	and	CCONJ
ital-13279	182	14	number	number	NOUN
ital-13279	182	15	of	of	ADP
ital-13279	182	16	documents	document	NOUN
ital-13279	182	17	received	receive	VERB
ital-13279	182	18	by	by	ADP
ital-13279	182	19	the	the	DET
ital-13279	182	20	shengjing	shengjing	NOUN
ital-13279	182	21	internal	internal	PROPN
ital-13279	182	22	affairs	affairs	PROPN
ital-13279	182	23	office	office	NOUN
ital-13279	182	24	all	all	PRON
ital-13279	182	25	rank	rank	VERB
ital-13279	182	26	first	first	ADV
ital-13279	182	27	;	;	PUNCT
ital-13279	182	28	this	this	PRON
ital-13279	182	29	indicates	indicate	VERB
ital-13279	182	30	that	that	SCONJ
ital-13279	182	31	the	the	DET
ital-13279	182	32	shengjing	shengje	VERB
ital-13279	182	33	internal	internal	ADJ
ital-13279	182	34	affairs	affairs	PROPN
ital-13279	182	35	office	office	NOUN
ital-13279	182	36	is	be	AUX
ital-13279	182	37	the	the	DET
ital-13279	182	38	most	most	ADV
ital-13279	182	39	important	important	ADJ
ital-13279	182	40	department	department	NOUN
ital-13279	182	41	of	of	ADP
ital-13279	182	42	the	the	DET
ital-13279	182	43	ruling	rule	VERB
ital-13279	182	44	system	system	NOUN
ital-13279	182	45	in	in	ADP
ital-13279	182	46	the	the	DET
ital-13279	182	47	qing	qing	NOUN
ital-13279	182	48	dynasty	dynasty	NOUN
ital-13279	182	49	during	during	ADP
ital-13279	182	50	the	the	DET
ital-13279	182	51	shengjing	shengjing	NOUN
ital-13279	182	52	area	area	NOUN
ital-13279	182	53	.	.	PUNCT
ital-13279	183	1	information	information	NOUN
ital-13279	183	2	technology	technology	NOUN
ital-13279	183	3	and	and	CCONJ
ital-13279	183	4	libraries	library	NOUN
ital-13279	183	5	september	september	PROPN
ital-13279	183	6	2021	2021	NUM
ital-13279	183	7	text	text	NOUN
ital-13279	183	8	analysis	analysis	NOUN
ital-13279	183	9	and	and	CCONJ
ital-13279	183	10	visualization	visualization	NOUN
ital-13279	183	11	research	research	NOUN
ital-13279	183	12	on	on	ADP
ital-13279	183	13	the	the	DET
ital-13279	183	14	hetu	hetu	NOUN
ital-13279	183	15	dangse	dangse	PROPN
ital-13279	183	16	|	|	PROPN
ital-13279	183	17	wang	wang	PROPN
ital-13279	183	18	,	,	PUNCT
ital-13279	183	19	wu	wu	PROPN
ital-13279	183	20	,	,	PUNCT
ital-13279	183	21	yu	yu	PROPN
ital-13279	183	22	,	,	PUNCT
ital-13279	183	23	and	and	CCONJ
ital-13279	183	24	song	song	NOUN
ital-13279	183	25	12	12	NUM
ital-13279	183	26	figure	figure	NOUN
ital-13279	183	27	5	5	NUM
ital-13279	183	28	.	.	NUM
ital-13279	183	29	number	number	NOUN
ital-13279	183	30	of	of	ADP
ital-13279	183	31	documents	document	NOUN
ital-13279	183	32	received	receive	VERB
ital-13279	183	33	and	and	CCONJ
ital-13279	183	34	sent	send	VERB
ital-13279	183	35	by	by	ADP
ital-13279	183	36	institutions	institution	NOUN
ital-13279	183	37	.	.	PUNCT
ital-13279	184	1	a	a	DET
ital-13279	184	2	b	b	NOUN
ital-13279	184	3	c	c	PROPN
ital-13279	184	4	information	information	NOUN
ital-13279	184	5	technology	technology	NOUN
ital-13279	184	6	and	and	CCONJ
ital-13279	184	7	libraries	library	NOUN
ital-13279	184	8	september	september	PROPN
ital-13279	184	9	2021	2021	NUM
ital-13279	184	10	text	text	NOUN
ital-13279	184	11	analysis	analysis	NOUN
ital-13279	184	12	and	and	CCONJ
ital-13279	184	13	visualization	visualization	NOUN
ital-13279	184	14	research	research	NOUN
ital-13279	184	15	on	on	ADP
ital-13279	184	16	the	the	DET
ital-13279	184	17	hetu	hetu	NOUN
ital-13279	184	18	dangse	dangse	PROPN
ital-13279	184	19	|	|	PROPN
ital-13279	184	20	wang	wang	PROPN
ital-13279	184	21	,	,	PUNCT
ital-13279	184	22	wu	wu	PROPN
ital-13279	184	23	,	,	PUNCT
ital-13279	184	24	yu	yu	PROPN
ital-13279	184	25	,	,	PUNCT
ital-13279	184	26	and	and	CCONJ
ital-13279	184	27	song	song	NOUN
ital-13279	184	28	13	13	NUM
ital-13279	184	29	by	by	ADP
ital-13279	184	30	using	use	VERB
ital-13279	184	31	the	the	DET
ital-13279	184	32	number	number	NOUN
ital-13279	184	33	of	of	ADP
ital-13279	184	34	documents	document	NOUN
ital-13279	184	35	received	receive	VERB
ital-13279	184	36	and	and	CCONJ
ital-13279	184	37	sent	send	VERB
ital-13279	184	38	by	by	ADP
ital-13279	184	39	the	the	DET
ital-13279	184	40	institutions	institution	NOUN
ital-13279	184	41	,	,	PUNCT
ital-13279	184	42	we	we	PRON
ital-13279	184	43	calculated	calculate	VERB
ital-13279	184	44	the	the	DET
ital-13279	184	45	pearson	pearson	NOUN
ital-13279	184	46	correlation	correlation	NOUN
ital-13279	184	47	coefficient	coefficient	VERB
ital-13279	184	48	to	to	PART
ital-13279	184	49	determine	determine	VERB
ital-13279	184	50	if	if	SCONJ
ital-13279	184	51	the	the	DET
ital-13279	184	52	number	number	NOUN
ital-13279	184	53	of	of	ADP
ital-13279	184	54	documents	document	NOUN
ital-13279	184	55	received	receive	VERB
ital-13279	184	56	and	and	CCONJ
ital-13279	184	57	sent	send	VERB
ital-13279	184	58	by	by	ADP
ital-13279	184	59	the	the	DET
ital-13279	184	60	same	same	ADJ
ital-13279	184	61	institution	institution	NOUN
ital-13279	184	62	is	be	AUX
ital-13279	184	63	relevant	relevant	ADJ
ital-13279	184	64	.	.	PUNCT
ital-13279	185	1	as	as	ADP
ital-13279	185	2	institutional	institutional	ADJ
ital-13279	185	3	samples	sample	NOUN
ital-13279	185	4	,	,	PUNCT
ital-13279	185	5	we	we	PRON
ital-13279	185	6	selected	select	VERB
ital-13279	185	7	the	the	DET
ital-13279	185	8	shengjing	shengjing	NOUN
ital-13279	185	9	internal	internal	PROPN
ital-13279	185	10	affairs	affairs	PROPN
ital-13279	185	11	office	office	NOUN
ital-13279	185	12	,	,	PUNCT
ital-13279	185	13	shengjing	shengje	VERB
ital-13279	185	14	ministry	ministry	PROPN
ital-13279	185	15	of	of	ADP
ital-13279	185	16	revenue	revenue	NOUN
ital-13279	185	17	,	,	PUNCT
ital-13279	185	18	(	(	PUNCT
ital-13279	185	19	beijing	beijing	PROPN
ital-13279	185	20	)	)	PUNCT
ital-13279	185	21	internal	internal	ADJ
ital-13279	185	22	affairs	affairs	PROPN
ital-13279	185	23	office	office	NOUN
ital-13279	185	24	in	in	ADP
ital-13279	185	25	charge	charge	NOUN
ital-13279	185	26	,	,	PUNCT
ital-13279	185	27	shengjing	shengje	VERB
ital-13279	185	28	zuoling	zuoling	NOUN
ital-13279	185	29	,	,	PUNCT
ital-13279	185	30	shengjing	shengje	VERB
ital-13279	185	31	ministry	ministry	PROPN
ital-13279	185	32	of	of	ADP
ital-13279	185	33	works	work	NOUN
ital-13279	185	34	,	,	PUNCT
ital-13279	185	35	shengjing	shengje	VERB
ital-13279	185	36	ministry	ministry	PROPN
ital-13279	185	37	of	of	ADP
ital-13279	185	38	justice	justice	PROPN
ital-13279	185	39	,	,	PUNCT
ital-13279	185	40	shengjing	shengje	VERB
ital-13279	185	41	general	general	ADJ
ital-13279	185	42	yamen	yaman	NOUN
ital-13279	185	43	,	,	PUNCT
ital-13279	185	44	shengjing	shengje	VERB
ital-13279	185	45	close	close	ADJ
ital-13279	185	46	defense	defense	NOUN
ital-13279	185	47	zuoling	zuoling	NOUN
ital-13279	185	48	,	,	PUNCT
ital-13279	185	49	shengjing	shengje	VERB
ital-13279	185	50	ministry	ministry	PROPN
ital-13279	185	51	of	of	ADP
ital-13279	185	52	war	war	PROPN
ital-13279	185	53	,	,	PUNCT
ital-13279	185	54	fengtian	fengtian	ADJ
ital-13279	185	55	general	general	ADJ
ital-13279	185	56	yamen	yaman	NOUN
ital-13279	185	57	,	,	PUNCT
ital-13279	185	58	and	and	CCONJ
ital-13279	185	59	shengjing	shengje	VERB
ital-13279	185	60	ministry	ministry	PROPN
ital-13279	185	61	of	of	ADP
ital-13279	185	62	rites	rites	PROPN
ital-13279	185	63	.	.	PUNCT
ital-13279	186	1	through	through	ADP
ital-13279	186	2	calculation	calculation	NOUN
ital-13279	186	3	,	,	PUNCT
ital-13279	186	4	the	the	DET
ital-13279	186	5	result	result	NOUN
ital-13279	186	6	of	of	ADP
ital-13279	186	7	pearson	pearson	NOUN
ital-13279	186	8	correlation	correlation	NOUN
ital-13279	186	9	coefficient	coefficient	NOUN
ital-13279	186	10	is	be	AUX
ital-13279	186	11	0.69	0.69	NUM
ital-13279	186	12	(	(	PUNCT
ital-13279	186	13	save	save	VERB
ital-13279	186	14	two	two	NUM
ital-13279	186	15	decimal	decimal	ADJ
ital-13279	186	16	places	place	NOUN
ital-13279	186	17	)	)	PUNCT
ital-13279	186	18	,	,	PUNCT
ital-13279	186	19	so	so	CCONJ
ital-13279	186	20	there	there	PRON
ital-13279	186	21	is	be	VERB
ital-13279	186	22	a	a	DET
ital-13279	186	23	correlation	correlation	NOUN
ital-13279	186	24	between	between	ADP
ital-13279	186	25	the	the	DET
ital-13279	186	26	number	number	NOUN
ital-13279	186	27	of	of	ADP
ital-13279	186	28	sent	send	VERB
ital-13279	186	29	and	and	CCONJ
ital-13279	186	30	received	receive	VERB
ital-13279	186	31	documents	document	NOUN
ital-13279	186	32	,	,	PUNCT
ital-13279	186	33	as	as	SCONJ
ital-13279	186	34	shown	show	VERB
ital-13279	186	35	in	in	ADP
ital-13279	186	36	figure	figure	NOUN
ital-13279	186	37	6	6	NUM
ital-13279	186	38	.	.	PUNCT
ital-13279	187	1	figure	figure	NOUN
ital-13279	187	2	6	6	NUM
ital-13279	187	3	.	.	PUNCT
ital-13279	188	1	scatter	scatter	NOUN
ital-13279	188	2	plot	plot	NOUN
ital-13279	188	3	of	of	ADP
ital-13279	188	4	pearson	pearson	NOUN
ital-13279	188	5	correlation	correlation	NOUN
ital-13279	188	6	coefficient	coefficient	NOUN
ital-13279	188	7	.	.	PUNCT
ital-13279	189	1	the	the	DET
ital-13279	189	2	hetu	hetu	PROPN
ital-13279	189	3	dangse	dangse	PROPN
ital-13279	189	4	is	be	AUX
ital-13279	189	5	a	a	DET
ital-13279	189	6	copy	copy	NOUN
ital-13279	189	7	of	of	ADP
ital-13279	189	8	official	official	ADJ
ital-13279	189	9	documents	document	NOUN
ital-13279	189	10	dealing	deal	VERB
ital-13279	189	11	with	with	ADP
ital-13279	189	12	the	the	DET
ital-13279	189	13	royal	royal	PROPN
ital-13279	189	14	affairs	affair	NOUN
ital-13279	189	15	of	of	ADP
ital-13279	189	16	the	the	DET
ital-13279	189	17	shengjing	shengjing	NOUN
ital-13279	189	18	internal	internal	ADJ
ital-13279	189	19	affairs	affairs	PROPN
ital-13279	189	20	office	office	NOUN
ital-13279	189	21	during	during	ADP
ital-13279	189	22	the	the	DET
ital-13279	189	23	qing	qing	NOUN
ital-13279	189	24	dynasty	dynasty	NOUN
ital-13279	189	25	.	.	PUNCT
ital-13279	190	1	it	it	PRON
ital-13279	190	2	contains	contain	VERB
ital-13279	190	3	the	the	DET
ital-13279	190	4	official	official	ADJ
ital-13279	190	5	documents	document	NOUN
ital-13279	190	6	between	between	ADP
ital-13279	190	7	the	the	DET
ital-13279	190	8	shengjing	shengjing	NOUN
ital-13279	190	9	internal	internal	ADJ
ital-13279	190	10	affairs	affairs	PROPN
ital-13279	190	11	office	office	NOUN
ital-13279	190	12	and	and	CCONJ
ital-13279	190	13	the	the	DET
ital-13279	190	14	beijing	beijing	PROPN
ital-13279	190	15	internal	internal	PROPN
ital-13279	190	16	affairs	affairs	PROPN
ital-13279	190	17	office	office	NOUN
ital-13279	190	18	in	in	ADP
ital-13279	190	19	charge	charge	NOUN
ital-13279	190	20	,	,	PUNCT
ital-13279	190	21	the	the	DET
ital-13279	190	22	liubu	liubu	NOUN
ital-13279	190	23	,	,	PUNCT
ital-13279	190	24	etc	etc	X
ital-13279	190	25	.	.	X
ital-13279	190	26	and	and	CCONJ
ital-13279	190	27	the	the	DET
ital-13279	190	28	local	local	ADJ
ital-13279	190	29	shengjing	shengjing	NOUN
ital-13279	190	30	general	general	ADJ
ital-13279	190	31	yamen	yaman	NOUN
ital-13279	190	32	,	,	PUNCT
ital-13279	190	33	fengtian	fengtian	ADJ
ital-13279	190	34	office	office	NOUN
ital-13279	190	35	,	,	PUNCT
ital-13279	190	36	the	the	DET
ital-13279	190	37	wubu	wubu	NOUN
ital-13279	190	38	of	of	ADP
ital-13279	190	39	shengjing	shengjing	NOUN
ital-13279	190	40	,	,	PUNCT
ital-13279	190	41	and	and	CCONJ
ital-13279	190	42	other	other	ADJ
ital-13279	190	43	yamens.16	yamens.16	PROPN
ital-13279	190	44	thus	thus	ADV
ital-13279	190	45	,	,	PUNCT
ital-13279	190	46	there	there	PRON
ital-13279	190	47	exist	exist	VERB
ital-13279	190	48	a	a	DET
ital-13279	190	49	large	large	ADJ
ital-13279	190	50	stock	stock	NOUN
ital-13279	190	51	of	of	ADP
ital-13279	190	52	documents	document	NOUN
ital-13279	190	53	with	with	ADP
ital-13279	190	54	the	the	DET
ital-13279	190	55	shengjing	shengjing	NOUN
ital-13279	190	56	internal	internal	ADJ
ital-13279	190	57	affairs	affairs	PROPN
ital-13279	190	58	office	office	NOUN
ital-13279	190	59	as	as	ADP
ital-13279	190	60	the	the	DET
ital-13279	190	61	sending	send	VERB
ital-13279	190	62	and	and	CCONJ
ital-13279	190	63	receiving	receive	VERB
ital-13279	190	64	agency	agency	NOUN
ital-13279	190	65	.	.	PUNCT
ital-13279	191	1	the	the	DET
ital-13279	191	2	wubu	wubu	NOUN
ital-13279	191	3	of	of	ADP
ital-13279	191	4	shengjing	shengjing	NOUN
ital-13279	191	5	,	,	PUNCT
ital-13279	191	6	shengjing	shengje	VERB
ital-13279	191	7	general	general	ADJ
ital-13279	191	8	yamen	yaman	NOUN
ital-13279	191	9	,	,	PUNCT
ital-13279	191	10	shengjing	shengje	VERB
ital-13279	191	11	zuoling	zuoling	NOUN
ital-13279	191	12	,	,	PUNCT
ital-13279	191	13	and	and	CCONJ
ital-13279	191	14	other	other	ADJ
ital-13279	191	15	institutions	institution	NOUN
ital-13279	191	16	are	be	AUX
ital-13279	191	17	important	important	ADJ
ital-13279	191	18	hubs	hub	NOUN
ital-13279	191	19	for	for	ADP
ital-13279	191	20	the	the	DET
ital-13279	191	21	operation	operation	NOUN
ital-13279	191	22	of	of	ADP
ital-13279	191	23	institutions	institution	NOUN
ital-13279	191	24	in	in	ADP
ital-13279	191	25	shengjing	shengjing	NOUN
ital-13279	191	26	.	.	PUNCT
ital-13279	192	1	they	they	PRON
ital-13279	192	2	played	play	VERB
ital-13279	192	3	an	an	DET
ital-13279	192	4	important	important	ADJ
ital-13279	192	5	role	role	NOUN
ital-13279	192	6	in	in	ADP
ital-13279	192	7	maintaining	maintain	VERB
ital-13279	192	8	and	and	CCONJ
ital-13279	192	9	stabilizing	stabilize	VERB
ital-13279	192	10	the	the	DET
ital-13279	192	11	society	society	NOUN
ital-13279	192	12	of	of	ADP
ital-13279	192	13	shengjing	shengjing	NOUN
ital-13279	192	14	.	.	PUNCT
ital-13279	193	1	the	the	DET
ital-13279	193	2	number	number	NOUN
ital-13279	193	3	of	of	ADP
ital-13279	193	4	documents	document	NOUN
ital-13279	193	5	is	be	AUX
ital-13279	193	6	second	second	ADJ
ital-13279	193	7	in	in	ADP
ital-13279	193	8	importance	importance	NOUN
ital-13279	193	9	only	only	ADV
ital-13279	193	10	to	to	ADP
ital-13279	193	11	the	the	DET
ital-13279	193	12	shengjing	shengjing	NOUN
ital-13279	193	13	internal	internal	PROPN
ital-13279	193	14	affairs	affairs	PROPN
ital-13279	193	15	office	office	NOUN
ital-13279	193	16	.	.	PUNCT
ital-13279	194	1	analysis	analysis	NOUN
ital-13279	194	2	of	of	ADP
ital-13279	194	3	the	the	DET
ital-13279	194	4	frequency	frequency	NOUN
ital-13279	194	5	of	of	ADP
ital-13279	194	6	documents	document	NOUN
ital-13279	194	7	received	receive	VERB
ital-13279	194	8	and	and	CCONJ
ital-13279	194	9	sent	send	VERB
ital-13279	194	10	by	by	ADP
ital-13279	194	11	institutions	institution	NOUN
ital-13279	194	12	to	to	PART
ital-13279	194	13	further	far	ADV
ital-13279	194	14	explore	explore	VERB
ital-13279	194	15	the	the	DET
ital-13279	194	16	functions	function	NOUN
ital-13279	194	17	of	of	ADP
ital-13279	194	18	institutions	institution	NOUN
ital-13279	194	19	with	with	ADP
ital-13279	194	20	research	research	NOUN
ital-13279	194	21	value	value	NOUN
ital-13279	194	22	,	,	PUNCT
ital-13279	194	23	we	we	PRON
ital-13279	194	24	extracted	extract	VERB
ital-13279	194	25	the	the	DET
ital-13279	194	26	contents	content	NOUN
ital-13279	194	27	of	of	ADP
ital-13279	194	28	the	the	DET
ital-13279	194	29	catalogs	catalog	NOUN
ital-13279	194	30	from	from	ADP
ital-13279	194	31	the	the	DET
ital-13279	194	32	top	top	ADJ
ital-13279	194	33	three	three	NUM
ital-13279	194	34	institutions	institution	NOUN
ital-13279	194	35	in	in	ADP
ital-13279	194	36	total	total	ADJ
ital-13279	194	37	number	number	NOUN
ital-13279	194	38	of	of	ADP
ital-13279	194	39	documents	document	NOUN
ital-13279	194	40	sent	send	VERB
ital-13279	194	41	and	and	CCONJ
ital-13279	194	42	received	receive	VERB
ital-13279	194	43	:	:	PUNCT
ital-13279	194	44	shengjing	shengje	VERB
ital-13279	194	45	internal	internal	ADJ
ital-13279	194	46	affairs	affairs	PROPN
ital-13279	194	47	office	office	NOUN
ital-13279	194	48	,	,	PUNCT
ital-13279	194	49	shengjing	shengje	VERB
ital-13279	194	50	ministry	ministry	PROPN
ital-13279	194	51	of	of	ADP
ital-13279	194	52	revenue	revenue	NOUN
ital-13279	194	53	,	,	PUNCT
ital-13279	194	54	and	and	CCONJ
ital-13279	194	55	shengjing	shengje	VERB
ital-13279	194	56	zuoling	zuoling	NOUN
ital-13279	194	57	.	.	PUNCT
ital-13279	195	1	we	we	PRON
ital-13279	195	2	then	then	ADV
ital-13279	195	3	classified	classify	VERB
ital-13279	195	4	the	the	DET
ital-13279	195	5	catalogs	catalog	NOUN
ital-13279	195	6	of	of	ADP
ital-13279	195	7	the	the	DET
ital-13279	195	8	aforementioned	aforementioned	ADJ
ital-13279	195	9	institutions	institution	NOUN
ital-13279	195	10	according	accord	VERB
ital-13279	195	11	to	to	ADP
ital-13279	195	12	receipts	receipt	NOUN
ital-13279	195	13	and	and	CCONJ
ital-13279	195	14	postings	posting	NOUN
ital-13279	195	15	.	.	PUNCT
ital-13279	196	1	subsequently	subsequently	ADV
ital-13279	196	2	,	,	PUNCT
ital-13279	196	3	we	we	PRON
ital-13279	196	4	used	use	VERB
ital-13279	196	5	word	word	NOUN
ital-13279	196	6	segmentation	segmentation	NOUN
ital-13279	196	7	and	and	CCONJ
ital-13279	196	8	word	word	NOUN
ital-13279	196	9	frequency	frequency	NOUN
ital-13279	196	10	statistics	statistic	NOUN
ital-13279	196	11	to	to	PART
ital-13279	196	12	process	process	VERB
ital-13279	196	13	the	the	DET
ital-13279	196	14	two	two	NUM
ital-13279	196	15	types	type	NOUN
ital-13279	196	16	information	information	NOUN
ital-13279	196	17	technology	technology	NOUN
ital-13279	196	18	and	and	CCONJ
ital-13279	196	19	libraries	library	NOUN
ital-13279	196	20	september	september	PROPN
ital-13279	196	21	2021	2021	NUM
ital-13279	196	22	text	text	NOUN
ital-13279	196	23	analysis	analysis	NOUN
ital-13279	196	24	and	and	CCONJ
ital-13279	196	25	visualization	visualization	NOUN
ital-13279	196	26	research	research	NOUN
ital-13279	196	27	on	on	ADP
ital-13279	196	28	the	the	DET
ital-13279	196	29	hetu	hetu	NOUN
ital-13279	196	30	dangse	dangse	PROPN
ital-13279	196	31	|	|	PROPN
ital-13279	196	32	wang	wang	PROPN
ital-13279	196	33	,	,	PUNCT
ital-13279	196	34	wu	wu	PROPN
ital-13279	196	35	,	,	PUNCT
ital-13279	196	36	yu	yu	PROPN
ital-13279	196	37	,	,	PUNCT
ital-13279	196	38	and	and	CCONJ
ital-13279	196	39	song	song	NOUN
ital-13279	196	40	14	14	NUM
ital-13279	196	41	of	of	ADP
ital-13279	196	42	catalog	catalog	NOUN
ital-13279	196	43	information	information	NOUN
ital-13279	196	44	and	and	CCONJ
ital-13279	196	45	draw	draw	VERB
ital-13279	196	46	comparison	comparison	NOUN
ital-13279	196	47	diagrams	diagram	NOUN
ital-13279	196	48	to	to	PART
ital-13279	196	49	explore	explore	VERB
ital-13279	196	50	their	their	PRON
ital-13279	196	51	specific	specific	ADJ
ital-13279	196	52	functions	function	NOUN
ital-13279	196	53	in	in	ADP
ital-13279	196	54	the	the	DET
ital-13279	196	55	hetu	hetu	NOUN
ital-13279	196	56	dangse	dangse	NOUN
ital-13279	196	57	.	.	PUNCT
ital-13279	197	1	as	as	SCONJ
ital-13279	197	2	shown	show	VERB
ital-13279	197	3	in	in	ADP
ital-13279	197	4	figure	figure	NOUN
ital-13279	197	5	7	7	NUM
ital-13279	197	6	,	,	PUNCT
ital-13279	197	7	we	we	PRON
ital-13279	197	8	can	can	AUX
ital-13279	197	9	roughly	roughly	ADV
ital-13279	197	10	divide	divide	VERB
ital-13279	197	11	the	the	DET
ital-13279	197	12	obtained	obtain	VERB
ital-13279	197	13	segmentation	segmentation	NOUN
ital-13279	197	14	words	word	NOUN
ital-13279	197	15	into	into	ADP
ital-13279	197	16	two	two	NUM
ital-13279	197	17	categories	category	NOUN
ital-13279	197	18	.	.	PUNCT
ital-13279	198	1	one	one	NUM
ital-13279	198	2	is	be	AUX
ital-13279	198	3	the	the	DET
ital-13279	198	4	name	name	NOUN
ital-13279	198	5	of	of	ADP
ital-13279	198	6	the	the	DET
ital-13279	198	7	communicated	communicated	ADJ
ital-13279	198	8	official	official	ADJ
ital-13279	198	9	document	document	NOUN
ital-13279	198	10	institutions	institution	NOUN
ital-13279	198	11	,	,	PUNCT
ital-13279	198	12	such	such	ADJ
ital-13279	198	13	as	as	ADP
ital-13279	198	14	the	the	DET
ital-13279	198	15	ministry	ministry	PROPN
ital-13279	198	16	of	of	ADP
ital-13279	198	17	revenue	revenue	NOUN
ital-13279	198	18	,	,	PUNCT
ital-13279	198	19	the	the	DET
ital-13279	198	20	ministry	ministry	PROPN
ital-13279	198	21	of	of	ADP
ital-13279	198	22	justice	justice	PROPN
ital-13279	198	23	,	,	PUNCT
ital-13279	198	24	and	and	CCONJ
ital-13279	198	25	the	the	DET
ital-13279	198	26	ministry	ministry	PROPN
ital-13279	198	27	of	of	ADP
ital-13279	198	28	rites	rite	NOUN
ital-13279	198	29	on	on	ADP
ital-13279	198	30	the	the	DET
ital-13279	198	31	side	side	NOUN
ital-13279	198	32	of	of	ADP
ital-13279	198	33	the	the	DET
ital-13279	198	34	word	word	NOUN
ital-13279	198	35	frequency	frequency	NOUN
ital-13279	198	36	(	(	PUNCT
ital-13279	198	37	see	see	VERB
ital-13279	198	38	fig	fig	NOUN
ital-13279	198	39	.	.	PUNCT
ital-13279	199	1	7[a	7[a	NUM
ital-13279	199	2	]	]	PUNCT
ital-13279	199	3	)	)	PUNCT
ital-13279	199	4	.	.	PUNCT
ital-13279	200	1	the	the	DET
ital-13279	200	2	other	other	ADJ
ital-13279	200	3	is	be	AUX
ital-13279	200	4	the	the	DET
ital-13279	200	5	name	name	NOUN
ital-13279	200	6	of	of	ADP
ital-13279	200	7	the	the	DET
ital-13279	200	8	official	official	ADJ
ital-13279	200	9	document	document	NOUN
ital-13279	200	10	content	content	NOUN
ital-13279	200	11	and	and	CCONJ
ital-13279	200	12	the	the	DET
ital-13279	200	13	words	word	NOUN
ital-13279	200	14	zhuangtou	zhuangtou	PROPN
ital-13279	200	15	(	(	PUNCT
ital-13279	200	16	庄头	庄头	PROPN
ital-13279	200	17	)	)	PUNCT
ital-13279	200	18	,	,	PUNCT
ital-13279	200	19	dimu	dimu	NOUN
ital-13279	200	20	(	(	PUNCT
ital-13279	200	21	地亩	地亩	PROPN
ital-13279	200	22	)	)	PUNCT
ital-13279	200	23	,	,	PUNCT
ital-13279	200	24	and	and	CCONJ
ital-13279	200	25	zhuangding	zhuangding	NOUN
ital-13279	200	26	(	(	PUNCT
ital-13279	200	27	壮丁	壮丁	NOUN
ital-13279	200	28	)	)	PUNCT
ital-13279	200	29	on	on	ADP
ital-13279	200	30	the	the	DET
ital-13279	200	31	side	side	NOUN
ital-13279	200	32	of	of	ADP
ital-13279	200	33	the	the	DET
ital-13279	200	34	frequency	frequency	NOUN
ital-13279	200	35	of	of	ADP
ital-13279	200	36	the	the	DET
ital-13279	200	37	words	word	NOUN
ital-13279	200	38	in	in	ADP
ital-13279	200	39	the	the	DET
ital-13279	200	40	documents	document	NOUN
ital-13279	200	41	sent	send	VERB
ital-13279	200	42	.	.	PUNCT
ital-13279	201	1	through	through	ADP
ital-13279	201	2	a	a	DET
ital-13279	201	3	comparative	comparative	ADJ
ital-13279	201	4	analysis	analysis	NOUN
ital-13279	201	5	of	of	ADP
ital-13279	201	6	the	the	DET
ital-13279	201	7	top	top	ADJ
ital-13279	201	8	10	10	NUM
ital-13279	201	9	words	word	NOUN
ital-13279	201	10	received	receive	VERB
ital-13279	201	11	and	and	CCONJ
ital-13279	201	12	sent	send	VERB
ital-13279	201	13	by	by	ADP
ital-13279	201	14	the	the	DET
ital-13279	201	15	same	same	ADJ
ital-13279	201	16	institution	institution	NOUN
ital-13279	201	17	,	,	PUNCT
ital-13279	201	18	we	we	PRON
ital-13279	201	19	conclude	conclude	VERB
ital-13279	201	20	that	that	SCONJ
ital-13279	201	21	the	the	DET
ital-13279	201	22	institutions	institution	NOUN
ital-13279	201	23	with	with	ADP
ital-13279	201	24	a	a	DET
ital-13279	201	25	close	close	ADJ
ital-13279	201	26	relationship	relationship	NOUN
ital-13279	201	27	between	between	ADP
ital-13279	201	28	receiving	receive	VERB
ital-13279	201	29	and	and	CCONJ
ital-13279	201	30	sending	send	VERB
ital-13279	201	31	documents	document	NOUN
ital-13279	201	32	are	be	AUX
ital-13279	201	33	not	not	PART
ital-13279	201	34	the	the	DET
ital-13279	201	35	same	same	ADJ
ital-13279	201	36	.	.	PUNCT
ital-13279	202	1	for	for	ADP
ital-13279	202	2	example	example	NOUN
ital-13279	202	3	,	,	PUNCT
ital-13279	202	4	the	the	DET
ital-13279	202	5	ministry	ministry	PROPN
ital-13279	202	6	of	of	ADP
ital-13279	202	7	revenue	revenue	NOUN
ital-13279	202	8	of	of	ADP
ital-13279	202	9	shengjing	shengje	VERB
ital-13279	202	10	internal	internal	ADJ
ital-13279	202	11	affairs	affairs	PROPN
ital-13279	202	12	office	office	NOUN
ital-13279	202	13	ranks	rank	VERB
ital-13279	202	14	first	first	ADV
ital-13279	202	15	in	in	ADP
ital-13279	202	16	the	the	DET
ital-13279	202	17	frequency	frequency	NOUN
ital-13279	202	18	of	of	ADP
ital-13279	202	19	documents	document	NOUN
ital-13279	202	20	sent	send	VERB
ital-13279	202	21	by	by	ADP
ital-13279	202	22	institutions	institution	NOUN
ital-13279	202	23	,	,	PUNCT
ital-13279	202	24	while	while	SCONJ
ital-13279	202	25	the	the	DET
ital-13279	202	26	shengjing	shengjing	NOUN
ital-13279	202	27	zuoling	zuoling	NOUN
ital-13279	202	28	ranks	rank	VERB
ital-13279	202	29	first	first	ADV
ital-13279	202	30	for	for	ADP
ital-13279	202	31	receiving	receive	VERB
ital-13279	202	32	institutions	institution	NOUN
ital-13279	202	33	(	(	PUNCT
ital-13279	202	34	see	see	VERB
ital-13279	202	35	fig	fig	NOUN
ital-13279	202	36	.	.	PUNCT
ital-13279	203	1	7[b	7[b	NUM
ital-13279	203	2	]	]	PUNCT
ital-13279	203	3	)	)	PUNCT
ital-13279	203	4	.	.	PUNCT
ital-13279	204	1	the	the	DET
ital-13279	204	2	contents	content	NOUN
ital-13279	204	3	of	of	ADP
ital-13279	204	4	documents	document	NOUN
ital-13279	204	5	sent	send	VERB
ital-13279	204	6	and	and	CCONJ
ital-13279	204	7	received	receive	VERB
ital-13279	204	8	by	by	ADP
ital-13279	204	9	the	the	DET
ital-13279	204	10	same	same	ADJ
ital-13279	204	11	institution	institution	NOUN
ital-13279	204	12	are	be	AUX
ital-13279	204	13	different	different	ADJ
ital-13279	204	14	.	.	PUNCT
ital-13279	205	1	figure	figure	NOUN
ital-13279	205	2	7(c	7(c	NUM
ital-13279	205	3	)	)	PUNCT
ital-13279	205	4	shows	show	VERB
ital-13279	205	5	how	how	SCONJ
ital-13279	205	6	the	the	DET
ital-13279	205	7	affairs	affair	NOUN
ital-13279	205	8	sent	send	VERB
ital-13279	205	9	by	by	ADP
ital-13279	205	10	shengjing	shengje	VERB
ital-13279	205	11	zuoling	zuoling	NOUN
ital-13279	205	12	to	to	ADP
ital-13279	205	13	ula	ula	PROPN
ital-13279	205	14	(	(	PUNCT
ital-13279	205	15	乌拉	乌拉	PROPN
ital-13279	205	16	)	)	PUNCT
ital-13279	205	17	,	,	PUNCT
ital-13279	205	18	forage	forage	NOUN
ital-13279	205	19	(	(	PUNCT
ital-13279	205	20	粮草	粮草	SPACE
ital-13279	205	21	)	)	PUNCT
ital-13279	205	22	,	,	PUNCT
ital-13279	205	23	and	and	CCONJ
ital-13279	205	24	license	license	NOUN
ital-13279	205	25	(	(	PUNCT
ital-13279	205	26	执照	执照	NOUN
ital-13279	205	27	)	)	PUNCT
ital-13279	205	28	differ	differ	VERB
ital-13279	205	29	from	from	ADP
ital-13279	205	30	those	those	PRON
ital-13279	205	31	represented	represent	VERB
ital-13279	205	32	by	by	ADP
ital-13279	205	33	the	the	DET
ital-13279	205	34	zhuangtou	zhuangtou	PROPN
ital-13279	205	35	(	(	PUNCT
ital-13279	205	36	庄头	庄头	PROPN
ital-13279	205	37	)	)	PUNCT
ital-13279	205	38	,	,	PUNCT
ital-13279	205	39	accounting	accounting	NOUN
ital-13279	205	40	(	(	PUNCT
ital-13279	205	41	会计	会计	NOUN
ital-13279	205	42	)	)	PUNCT
ital-13279	205	43	,	,	PUNCT
ital-13279	205	44	and	and	CCONJ
ital-13279	205	45	close	close	ADJ
ital-13279	205	46	defense	defense	NOUN
ital-13279	205	47	(	(	PUNCT
ital-13279	205	48	关防	关防	NOUN
ital-13279	205	49	)	)	PUNCT
ital-13279	205	50	in	in	ADP
ital-13279	205	51	the	the	DET
ital-13279	205	52	frequency	frequency	NOUN
ital-13279	205	53	of	of	ADP
ital-13279	205	54	documents	document	NOUN
ital-13279	205	55	sent	send	VERB
ital-13279	205	56	and	and	CCONJ
ital-13279	205	57	frequency	frequency	NOUN
ital-13279	205	58	of	of	ADP
ital-13279	205	59	receipts	receipt	NOUN
ital-13279	205	60	,	,	PUNCT
ital-13279	205	61	respectively	respectively	ADV
ital-13279	205	62	.	.	PUNCT
ital-13279	206	1	based	base	VERB
ital-13279	206	2	on	on	ADP
ital-13279	206	3	previous	previous	ADJ
ital-13279	206	4	research	research	NOUN
ital-13279	206	5	on	on	ADP
ital-13279	206	6	the	the	DET
ital-13279	206	7	functions	function	NOUN
ital-13279	206	8	of	of	ADP
ital-13279	206	9	shengjing	shengje	VERB
ital-13279	206	10	’s	’s	NOUN
ital-13279	206	11	institutions	institution	NOUN
ital-13279	206	12	,	,	PUNCT
ital-13279	206	13	the	the	DET
ital-13279	206	14	shengjing	shengjing	NOUN
ital-13279	206	15	internal	internal	PROPN
ital-13279	206	16	affairs	affairs	PROPN
ital-13279	206	17	office	office	NOUN
ital-13279	206	18	was	be	AUX
ital-13279	206	19	set	set	VERB
ital-13279	206	20	up	up	ADP
ital-13279	206	21	in	in	ADP
ital-13279	206	22	the	the	DET
ital-13279	206	23	companion	companion	NOUN
ital-13279	206	24	capital	capital	NOUN
ital-13279	206	25	of	of	ADP
ital-13279	206	26	shengjing	shengjing	NOUN
ital-13279	206	27	during	during	ADP
ital-13279	206	28	the	the	DET
ital-13279	206	29	qing	qing	NOUN
ital-13279	206	30	dynasty	dynasty	NOUN
ital-13279	206	31	to	to	PART
ital-13279	206	32	be	be	AUX
ital-13279	206	33	in	in	ADP
ital-13279	206	34	charge	charge	NOUN
ital-13279	206	35	of	of	ADP
ital-13279	206	36	shengjing	shengje	VERB
ital-13279	206	37	cemetery	cemetery	NOUN
ital-13279	206	38	,	,	PUNCT
ital-13279	206	39	sacrifice	sacrifice	NOUN
ital-13279	206	40	,	,	PUNCT
ital-13279	206	41	organization	organization	NOUN
ital-13279	206	42	of	of	ADP
ital-13279	206	43	staff	staff	NOUN
ital-13279	206	44	transfer	transfer	NOUN
ital-13279	206	45	,	,	PUNCT
ital-13279	206	46	and	and	CCONJ
ital-13279	206	47	other	other	ADJ
ital-13279	206	48	matters	matter	NOUN
ital-13279	206	49	.	.	PUNCT
ital-13279	207	1	20	20	NUM
ital-13279	207	2	this	this	PRON
ital-13279	207	3	relates	relate	VERB
ital-13279	207	4	to	to	ADP
ital-13279	207	5	the	the	DET
ital-13279	207	6	meaning	meaning	NOUN
ital-13279	207	7	of	of	ADP
ital-13279	207	8	words	word	NOUN
ital-13279	207	9	such	such	ADJ
ital-13279	207	10	as	as	ADP
ital-13279	207	11	sacrifice	sacrifice	NOUN
ital-13279	207	12	(	(	PUNCT
ital-13279	207	13	祭祀	祭祀	INTJ
ital-13279	207	14	)	)	PUNCT
ital-13279	207	15	in	in	ADP
ital-13279	207	16	figure	figure	NOUN
ital-13279	207	17	7(a	7(a	NUM
ital-13279	207	18	)	)	PUNCT
ital-13279	207	19	.	.	PUNCT
ital-13279	208	1	the	the	DET
ital-13279	208	2	functions	function	NOUN
ital-13279	208	3	of	of	ADP
ital-13279	208	4	the	the	DET
ital-13279	208	5	shengjing	shengjing	NOUN
ital-13279	208	6	ministry	ministry	PROPN
ital-13279	208	7	of	of	ADP
ital-13279	208	8	revenue	revenue	NOUN
ital-13279	208	9	were	be	AUX
ital-13279	208	10	represented	represent	VERB
ital-13279	208	11	in	in	ADP
ital-13279	208	12	guangxu	guangxu	NOUN
ital-13279	208	13	’s	’s	NOUN
ital-13279	208	14	great	great	ADJ
ital-13279	208	15	qing	qe	VERB
ital-13279	208	16	huidian	huidian	PROPN
ital-13279	208	17	.	.	PUNCT
ital-13279	209	1	the	the	DET
ital-13279	209	2	cashiers	cashier	NOUN
ital-13279	209	3	in	in	ADP
ital-13279	209	4	charge	charge	NOUN
ital-13279	209	5	of	of	ADP
ital-13279	209	6	taxation	taxation	NOUN
ital-13279	209	7	in	in	ADP
ital-13279	209	8	shengjing	shengjing	NOUN
ital-13279	209	9	,	,	PUNCT
ital-13279	209	10	number	number	NOUN
ital-13279	209	11	of	of	ADP
ital-13279	209	12	annual	annual	ADJ
ital-13279	209	13	losses	loss	NOUN
ital-13279	209	14	in	in	ADP
ital-13279	209	15	official	official	ADJ
ital-13279	209	16	villages	village	NOUN
ital-13279	209	17	,	,	PUNCT
ital-13279	209	18	and	and	CCONJ
ital-13279	209	19	banner	banner	NOUN
ital-13279	209	20	land	land	NOUN
ital-13279	209	21	were	be	AUX
ital-13279	209	22	carefully	carefully	ADV
ital-13279	209	23	recorded	record	VERB
ital-13279	209	24	.	.	PUNCT
ital-13279	210	1	the	the	DET
ital-13279	210	2	expenditures	expenditure	NOUN
ital-13279	210	3	were	be	AUX
ital-13279	210	4	distinguished	distinguish	VERB
ital-13279	210	5	and	and	CCONJ
ital-13279	210	6	the	the	DET
ital-13279	210	7	accounting	accounting	NOUN
ital-13279	210	8	obeyed	obey	VERB
ital-13279	210	9	the	the	DET
ital-13279	210	10	regulations	regulation	NOUN
ital-13279	210	11	according	accord	VERB
ital-13279	210	12	to	to	ADP
ital-13279	210	13	the	the	DET
ital-13279	210	14	beijing	beijing	PROPN
ital-13279	210	15	ministry	ministry	PROPN
ital-13279	210	16	of	of	ADP
ital-13279	210	17	revenue	revenue	NOUN
ital-13279	210	18	at	at	ADP
ital-13279	210	19	the	the	DET
ital-13279	210	20	end	end	NOUN
ital-13279	210	21	of	of	ADP
ital-13279	210	22	the	the	DET
ital-13279	210	23	year.21	year.21	NOUN
ital-13279	210	24	this	this	PRON
ital-13279	210	25	is	be	AUX
ital-13279	210	26	related	relate	VERB
ital-13279	210	27	to	to	ADP
ital-13279	210	28	the	the	DET
ital-13279	210	29	meaning	meaning	NOUN
ital-13279	210	30	of	of	ADP
ital-13279	210	31	words	word	NOUN
ital-13279	210	32	,	,	PUNCT
ital-13279	210	33	such	such	ADJ
ital-13279	210	34	as	as	ADP
ital-13279	210	35	dimu	dimu	NOUN
ital-13279	210	36	(	(	PUNCT
ital-13279	210	37	地亩	地亩	PROPN
ital-13279	210	38	)	)	PUNCT
ital-13279	210	39	,	,	PUNCT
ital-13279	210	40	land	land	NOUN
ital-13279	210	41	sale	sale	NOUN
ital-13279	210	42	(	(	PUNCT
ital-13279	210	43	卖地	卖地	PROPN
ital-13279	210	44	)	)	PUNCT
ital-13279	210	45	,	,	PUNCT
ital-13279	210	46	and	and	CCONJ
ital-13279	210	47	money	money	NOUN
ital-13279	210	48	and	and	CCONJ
ital-13279	210	49	grain	grain	NOUN
ital-13279	210	50	(	(	PUNCT
ital-13279	210	51	钱粮	钱粮	PROPN
ital-13279	210	52	)	)	PUNCT
ital-13279	210	53	in	in	ADP
ital-13279	210	54	figure	figure	NOUN
ital-13279	210	55	7(b	7(b	NUM
ital-13279	210	56	)	)	PUNCT
ital-13279	210	57	.	.	PUNCT
ital-13279	211	1	in	in	ADP
ital-13279	211	2	fu	fu	PROPN
ital-13279	211	3	yonggong	yonggong	PROPN
ital-13279	211	4	and	and	CCONJ
ital-13279	211	5	guan	guan	PROPN
ital-13279	211	6	jialu	jialu	PROPN
ital-13279	211	7	’s	’s	PART
ital-13279	211	8	research	research	NOUN
ital-13279	211	9	of	of	ADP
ital-13279	211	10	shengjing	shengje	VERB
ital-13279	211	11	zuoling	zuoling	NOUN
ital-13279	211	12	’s	’s	PART
ital-13279	211	13	functions	function	NOUN
ital-13279	211	14	,	,	PUNCT
ital-13279	211	15	shengjing	shengje	VERB
ital-13279	211	16	zuoling	zuoling	NOUN
ital-13279	211	17	handled	handle	VERB
ital-13279	211	18	the	the	DET
ital-13279	211	19	transfer	transfer	NOUN
ital-13279	211	20	communicated	communicate	VERB
ital-13279	211	21	documents	document	NOUN
ital-13279	211	22	;	;	PUNCT
ital-13279	211	23	supervised	supervise	VERB
ital-13279	211	24	and	and	CCONJ
ital-13279	211	25	urged	urge	VERB
ital-13279	211	26	the	the	DET
ital-13279	211	27	various	various	ADJ
ital-13279	211	28	departments	department	NOUN
ital-13279	211	29	of	of	ADP
ital-13279	211	30	guangchu	guangchu	PROPN
ital-13279	211	31	,	,	PUNCT
ital-13279	211	32	duyu	duyu	PROPN
ital-13279	211	33	,	,	PUNCT
ital-13279	211	34	zhangyi	zhangyi	PROPN
ital-13279	211	35	,	,	PUNCT
ital-13279	211	36	accounting	accounting	NOUN
ital-13279	211	37	,	,	PUNCT
ital-13279	211	38	construction	construction	NOUN
ital-13279	211	39	,	,	PUNCT
ital-13279	211	40	and	and	CCONJ
ital-13279	211	41	qingfeng	qingfeng	PROPN
ital-13279	211	42	to	to	PART
ital-13279	211	43	undertake	undertake	VERB
ital-13279	211	44	matters	matter	NOUN
ital-13279	211	45	;	;	PUNCT
ital-13279	211	46	managed	manage	VERB
ital-13279	211	47	officials	official	NOUN
ital-13279	211	48	and	and	CCONJ
ital-13279	211	49	various	various	ADJ
ital-13279	211	50	people	people	NOUN
ital-13279	211	51	;	;	PUNCT
ital-13279	211	52	maintained	maintain	VERB
ital-13279	211	53	the	the	DET
ital-13279	211	54	shengjing	shengjing	NOUN
ital-13279	211	55	palace	palace	NOUN
ital-13279	211	56	and	and	CCONJ
ital-13279	211	57	the	the	DET
ital-13279	211	58	warehouse	warehouse	NOUN
ital-13279	211	59	;	;	PUNCT
ital-13279	211	60	selected	select	VERB
ital-13279	211	61	women	woman	NOUN
ital-13279	211	62	to	to	PART
ital-13279	211	63	send	send	VERB
ital-13279	211	64	to	to	ADP
ital-13279	211	65	beijing	beijing	PROPN
ital-13279	211	66	inspect	inspect	VERB
ital-13279	211	67	;	;	PUNCT
ital-13279	211	68	heard	hear	VERB
ital-13279	211	69	all	all	DET
ital-13279	211	70	types	type	NOUN
ital-13279	211	71	of	of	ADP
ital-13279	211	72	cases	case	NOUN
ital-13279	211	73	;	;	PUNCT
ital-13279	211	74	undertook	undertake	VERB
ital-13279	211	75	the	the	DET
ital-13279	211	76	emperor	emperor	NOUN
ital-13279	211	77	’s	’s	PART
ital-13279	211	78	general	general	ADJ
ital-13279	211	79	letter	letter	NOUN
ital-13279	211	80	;	;	PUNCT
ital-13279	211	81	managed	manage	VERB
ital-13279	211	82	the	the	DET
ital-13279	211	83	ula	ula	PROPN
ital-13279	211	84	people	people	NOUN
ital-13279	211	85	and	and	CCONJ
ital-13279	211	86	tributes	tribute	NOUN
ital-13279	211	87	;	;	PUNCT
ital-13279	211	88	and	and	CCONJ
ital-13279	211	89	accepted	accept	VERB
ital-13279	211	90	the	the	DET
ital-13279	211	91	emperor	emperor	NOUN
ital-13279	211	92	or	or	CCONJ
ital-13279	211	93	the	the	DET
ital-13279	211	94	internal	internal	PROPN
ital-13279	211	95	affairs	affairs	PROPN
ital-13279	211	96	office	office	NOUN
ital-13279	211	97	in	in	ADP
ital-13279	211	98	charge	charge	NOUN
ital-13279	211	99	,	,	PUNCT
ital-13279	211	100	among	among	ADP
ital-13279	211	101	other	other	ADJ
ital-13279	211	102	tasks.22	tasks.22	NOUN
ital-13279	211	103	this	this	PRON
ital-13279	211	104	is	be	AUX
ital-13279	211	105	connected	connect	VERB
ital-13279	211	106	to	to	ADP
ital-13279	211	107	the	the	DET
ital-13279	211	108	meaning	meaning	NOUN
ital-13279	211	109	of	of	ADP
ital-13279	211	110	words	word	NOUN
ital-13279	211	111	such	such	ADJ
ital-13279	211	112	as	as	ADP
ital-13279	211	113	ula	ula	PROPN
ital-13279	211	114	(	(	PUNCT
ital-13279	211	115	乌拉	乌拉	PROPN
ital-13279	211	116	)	)	PUNCT
ital-13279	211	117	,	,	PUNCT
ital-13279	211	118	close	close	ADJ
ital-13279	211	119	defense	defense	NOUN
ital-13279	211	120	(	(	PUNCT
ital-13279	211	121	关防	关防	NOUN
ital-13279	211	122	)	)	PUNCT
ital-13279	211	123	and	and	CCONJ
ital-13279	211	124	license	license	NOUN
ital-13279	211	125	(	(	PUNCT
ital-13279	211	126	执照	执照	NOUN
ital-13279	211	127	)	)	PUNCT
ital-13279	211	128	in	in	ADP
ital-13279	211	129	figure	figure	NOUN
ital-13279	211	130	7(c	7(c	NUM
ital-13279	211	131	)	)	PUNCT
ital-13279	211	132	.	.	PUNCT
ital-13279	212	1	information	information	NOUN
ital-13279	212	2	technology	technology	NOUN
ital-13279	212	3	and	and	CCONJ
ital-13279	212	4	libraries	library	NOUN
ital-13279	212	5	september	september	PROPN
ital-13279	212	6	2021	2021	NUM
ital-13279	212	7	text	text	NOUN
ital-13279	212	8	analysis	analysis	NOUN
ital-13279	212	9	and	and	CCONJ
ital-13279	212	10	visualization	visualization	NOUN
ital-13279	212	11	research	research	NOUN
ital-13279	212	12	on	on	ADP
ital-13279	212	13	the	the	DET
ital-13279	212	14	hetu	hetu	NOUN
ital-13279	212	15	dangse	dangse	PROPN
ital-13279	212	16	|	|	PROPN
ital-13279	212	17	wang	wang	PROPN
ital-13279	212	18	,	,	PUNCT
ital-13279	212	19	wu	wu	PROPN
ital-13279	212	20	,	,	PUNCT
ital-13279	212	21	yu	yu	PROPN
ital-13279	212	22	,	,	PUNCT
ital-13279	212	23	and	and	CCONJ
ital-13279	212	24	song	song	NOUN
ital-13279	212	25	15	15	NUM
ital-13279	212	26	figure	figure	NOUN
ital-13279	212	27	7	7	NUM
ital-13279	212	28	.	.	PROPN
ital-13279	212	29	word	word	NOUN
ital-13279	212	30	frequency	frequency	PROPN
ital-13279	212	31	comparison	comparison	NOUN
ital-13279	212	32	of	of	ADP
ital-13279	212	33	documents	document	NOUN
ital-13279	212	34	received	receive	VERB
ital-13279	212	35	(	(	PUNCT
ital-13279	212	36	in	in	ADP
ital-13279	212	37	blue	blue	ADJ
ital-13279	212	38	)	)	PUNCT
ital-13279	212	39	and	and	CCONJ
ital-13279	212	40	sent	send	VERB
ital-13279	212	41	(	(	PUNCT
ital-13279	212	42	in	in	ADP
ital-13279	212	43	orange	orange	PRON
ital-13279	212	44	)	)	PUNCT
ital-13279	212	45	by	by	ADP
ital-13279	212	46	institutions	institution	NOUN
ital-13279	212	47	.	.	PUNCT
ital-13279	213	1	a	a	DET
ital-13279	213	2	b	b	NOUN
ital-13279	213	3	c	c	PROPN
ital-13279	213	4	information	information	NOUN
ital-13279	213	5	technology	technology	NOUN
ital-13279	213	6	and	and	CCONJ
ital-13279	213	7	libraries	library	NOUN
ital-13279	213	8	september	september	PROPN
ital-13279	213	9	2021	2021	NUM
ital-13279	213	10	text	text	NOUN
ital-13279	213	11	analysis	analysis	NOUN
ital-13279	213	12	and	and	CCONJ
ital-13279	213	13	visualization	visualization	NOUN
ital-13279	213	14	research	research	NOUN
ital-13279	213	15	on	on	ADP
ital-13279	213	16	the	the	DET
ital-13279	213	17	hetu	hetu	NOUN
ital-13279	213	18	dangse	dangse	PROPN
ital-13279	213	19	|	|	PROPN
ital-13279	213	20	wang	wang	PROPN
ital-13279	213	21	,	,	PUNCT
ital-13279	213	22	wu	wu	PROPN
ital-13279	213	23	,	,	PUNCT
ital-13279	213	24	yu	yu	PROPN
ital-13279	213	25	,	,	PUNCT
ital-13279	213	26	and	and	CCONJ
ital-13279	213	27	song	song	VERB
ital-13279	213	28	16	16	NUM
ital-13279	213	29	institutional	institutional	ADJ
ital-13279	213	30	relationship	relationship	NOUN
ital-13279	213	31	analysis	analysis	NOUN
ital-13279	213	32	to	to	PART
ital-13279	213	33	further	far	ADV
ital-13279	213	34	study	study	VERB
ital-13279	213	35	the	the	DET
ital-13279	213	36	governance	governance	NOUN
ital-13279	213	37	structure	structure	NOUN
ital-13279	213	38	of	of	ADP
ital-13279	213	39	the	the	DET
ital-13279	213	40	shengjing	shengjing	NOUN
ital-13279	213	41	area	area	NOUN
ital-13279	213	42	,	,	PUNCT
ital-13279	213	43	we	we	PRON
ital-13279	213	44	not	not	PART
ital-13279	213	45	only	only	ADV
ital-13279	213	46	need	need	VERB
ital-13279	213	47	to	to	PART
ital-13279	213	48	understand	understand	VERB
ital-13279	213	49	the	the	DET
ital-13279	213	50	functions	function	NOUN
ital-13279	213	51	of	of	ADP
ital-13279	213	52	each	each	DET
ital-13279	213	53	institution	institution	NOUN
ital-13279	213	54	but	but	CCONJ
ital-13279	213	55	also	also	ADV
ital-13279	213	56	explore	explore	VERB
ital-13279	213	57	the	the	DET
ital-13279	213	58	overlap	overlap	NOUN
ital-13279	213	59	between	between	ADP
ital-13279	213	60	functions	function	NOUN
ital-13279	213	61	of	of	ADP
ital-13279	213	62	institutions	institution	NOUN
ital-13279	213	63	.	.	PUNCT
ital-13279	214	1	the	the	DET
ital-13279	214	2	catalog	catalog	NOUN
ital-13279	214	3	data	datum	NOUN
ital-13279	214	4	of	of	ADP
ital-13279	214	5	the	the	DET
ital-13279	214	6	hetu	hetu	PROPN
ital-13279	214	7	dangse	dangse	PROPN
ital-13279	214	8	consist	consist	NOUN
ital-13279	214	9	of	of	ADP
ital-13279	214	10	three	three	NUM
ital-13279	214	11	parts	part	NOUN
ital-13279	214	12	:	:	PUNCT
ital-13279	214	13	receiving	receive	VERB
ital-13279	214	14	institutions	institution	NOUN
ital-13279	214	15	,	,	PUNCT
ital-13279	214	16	issuing	issue	VERB
ital-13279	214	17	institutions	institution	NOUN
ital-13279	214	18	,	,	PUNCT
ital-13279	214	19	and	and	CCONJ
ital-13279	214	20	record	record	NOUN
ital-13279	214	21	title	title	NOUN
ital-13279	214	22	of	of	ADP
ital-13279	214	23	the	the	DET
ital-13279	214	24	catalog	catalog	NOUN
ital-13279	214	25	.	.	PUNCT
ital-13279	215	1	a	a	DET
ital-13279	215	2	document	document	NOUN
ital-13279	215	3	often	often	ADV
ital-13279	215	4	includes	include	VERB
ital-13279	215	5	two	two	NUM
ital-13279	215	6	institutions	institution	NOUN
ital-13279	215	7	,	,	PUNCT
ital-13279	215	8	th	th	X
ital-13279	215	9	e	e	NOUN
ital-13279	215	10	receiving	receive	VERB
ital-13279	215	11	institution	institution	NOUN
ital-13279	215	12	and	and	CCONJ
ital-13279	215	13	the	the	DET
ital-13279	215	14	issuing	issue	VERB
ital-13279	215	15	institution	institution	NOUN
ital-13279	215	16	,	,	PUNCT
ital-13279	215	17	and	and	CCONJ
ital-13279	215	18	it	it	PRON
ital-13279	215	19	is	be	AUX
ital-13279	215	20	certain	certain	ADJ
ital-13279	215	21	that	that	SCONJ
ital-13279	215	22	the	the	DET
ital-13279	215	23	content	content	NOUN
ital-13279	215	24	of	of	ADP
ital-13279	215	25	a	a	DET
ital-13279	215	26	document	document	NOUN
ital-13279	215	27	relates	relate	VERB
ital-13279	215	28	closely	closely	ADV
ital-13279	215	29	to	to	ADP
ital-13279	215	30	the	the	DET
ital-13279	215	31	functions	function	NOUN
ital-13279	215	32	between	between	ADP
ital-13279	215	33	the	the	DET
ital-13279	215	34	two	two	NUM
ital-13279	215	35	institutions	institution	NOUN
ital-13279	215	36	.	.	PUNCT
ital-13279	216	1	by	by	ADP
ital-13279	216	2	observing	observe	VERB
ital-13279	216	3	the	the	DET
ital-13279	216	4	closeness	closeness	NOUN
ital-13279	216	5	between	between	ADP
ital-13279	216	6	the	the	DET
ital-13279	216	7	number	number	NOUN
ital-13279	216	8	of	of	ADP
ital-13279	216	9	institutions	institution	NOUN
ital-13279	216	10	through	through	ADP
ital-13279	216	11	visualizations	visualization	NOUN
ital-13279	216	12	,	,	PUNCT
ital-13279	216	13	we	we	PRON
ital-13279	216	14	conducted	conduct	VERB
ital-13279	216	15	a	a	DET
ital-13279	216	16	quantitative	quantitative	ADJ
ital-13279	216	17	analysis	analysis	NOUN
ital-13279	216	18	of	of	ADP
ital-13279	216	19	consistent	consistent	ADJ
ital-13279	216	20	catalog	catalog	NOUN
ital-13279	216	21	data	datum	NOUN
ital-13279	216	22	of	of	ADP
ital-13279	216	23	the	the	DET
ital-13279	216	24	receiving	receiving	NOUN
ital-13279	216	25	and	and	CCONJ
ital-13279	216	26	issuing	issue	VERB
ital-13279	216	27	institutions	institution	NOUN
ital-13279	216	28	in	in	ADP
ital-13279	216	29	the	the	DET
ital-13279	216	30	hetu	hetu	NOUN
ital-13279	216	31	dangse	dangse	VERB
ital-13279	216	32	to	to	PART
ital-13279	216	33	provide	provide	VERB
ital-13279	216	34	reliable	reliable	ADJ
ital-13279	216	35	data	datum	NOUN
ital-13279	216	36	for	for	ADP
ital-13279	216	37	further	further	ADJ
ital-13279	216	38	research	research	NOUN
ital-13279	216	39	in	in	ADP
ital-13279	216	40	the	the	DET
ital-13279	216	41	intersection	intersection	NOUN
ital-13279	216	42	of	of	ADP
ital-13279	216	43	institutional	institutional	ADJ
ital-13279	216	44	functions	function	NOUN
ital-13279	216	45	in	in	ADP
ital-13279	216	46	shengjing	shengje	VERB
ital-13279	216	47	area	area	NOUN
ital-13279	216	48	.	.	PUNCT
ital-13279	217	1	results	result	NOUN
ital-13279	217	2	of	of	ADP
ital-13279	217	3	institutional	institutional	ADJ
ital-13279	217	4	connection	connection	NOUN
ital-13279	217	5	analysis	analysis	NOUN
ital-13279	217	6	using	use	VERB
ital-13279	217	7	the	the	DET
ital-13279	217	8	co	co	NOUN
ital-13279	217	9	-	-	NOUN
ital-13279	217	10	word	word	NOUN
ital-13279	217	11	clustering	cluster	VERB
ital-13279	217	12	algorithm	algorithm	NOUN
ital-13279	217	13	,	,	PUNCT
ital-13279	217	14	we	we	PRON
ital-13279	217	15	counted	count	VERB
ital-13279	217	16	the	the	DET
ital-13279	217	17	number	number	NOUN
ital-13279	217	18	of	of	ADP
ital-13279	217	19	archive	archive	ADJ
ital-13279	217	20	catalog	catalog	NOUN
ital-13279	217	21	data	datum	NOUN
ital-13279	217	22	consistent	consistent	ADJ
ital-13279	217	23	with	with	ADP
ital-13279	217	24	the	the	DET
ital-13279	217	25	receiving	receiving	NOUN
ital-13279	217	26	and	and	CCONJ
ital-13279	217	27	issuing	issue	VERB
ital-13279	217	28	institutions	institution	NOUN
ital-13279	217	29	.	.	PUNCT
ital-13279	218	1	we	we	PRON
ital-13279	218	2	set	set	VERB
ital-13279	218	3	the	the	DET
ital-13279	218	4	vertical	vertical	ADJ
ital-13279	218	5	axis	axis	NOUN
ital-13279	218	6	as	as	ADP
ital-13279	218	7	the	the	DET
ital-13279	218	8	issuing	issue	VERB
ital-13279	218	9	institution	institution	NOUN
ital-13279	218	10	and	and	CCONJ
ital-13279	218	11	the	the	DET
ital-13279	218	12	horizontal	horizontal	ADJ
ital-13279	218	13	axis	axis	NOUN
ital-13279	218	14	as	as	ADP
ital-13279	218	15	the	the	DET
ital-13279	218	16	receiving	receive	VERB
ital-13279	218	17	institution	institution	NOUN
ital-13279	218	18	to	to	PART
ital-13279	218	19	obtain	obtain	VERB
ital-13279	218	20	figure	figure	NOUN
ital-13279	218	21	8	8	NUM
ital-13279	218	22	.	.	PUNCT
ital-13279	219	1	the	the	DET
ital-13279	219	2	numbers	number	NOUN
ital-13279	219	3	inside	inside	ADP
ital-13279	219	4	the	the	DET
ital-13279	219	5	boxes	box	NOUN
ital-13279	219	6	represent	represent	VERB
ital-13279	219	7	the	the	DET
ital-13279	219	8	quantity	quantity	NOUN
ital-13279	219	9	of	of	ADP
ital-13279	219	10	catalog	catalog	NOUN
ital-13279	219	11	data	datum	NOUN
ital-13279	219	12	that	that	PRON
ital-13279	219	13	are	be	AUX
ital-13279	219	14	consistent	consistent	ADJ
ital-13279	219	15	with	with	ADP
ital-13279	219	16	the	the	DET
ital-13279	219	17	issuing	issue	VERB
ital-13279	219	18	institution	institution	NOUN
ital-13279	219	19	.	.	PUNCT
ital-13279	220	1	to	to	PART
ital-13279	220	2	facilitate	facilitate	VERB
ital-13279	220	3	measurements	measurement	NOUN
ital-13279	220	4	in	in	ADP
ital-13279	220	5	the	the	DET
ital-13279	220	6	statistical	statistical	ADJ
ital-13279	220	7	process	process	NOUN
ital-13279	220	8	,	,	PUNCT
ital-13279	220	9	records	record	NOUN
ital-13279	220	10	less	less	ADJ
ital-13279	220	11	than	than	ADP
ital-13279	220	12	or	or	CCONJ
ital-13279	220	13	equal	equal	ADJ
ital-13279	220	14	to	to	ADP
ital-13279	220	15	50	50	NUM
ital-13279	220	16	communicated	communicate	VERB
ital-13279	220	17	documents	document	NOUN
ital-13279	220	18	between	between	ADP
ital-13279	220	19	the	the	DET
ital-13279	220	20	receiving	receive	VERB
ital-13279	220	21	institution	institution	NOUN
ital-13279	220	22	and	and	CCONJ
ital-13279	220	23	the	the	DET
ital-13279	220	24	issuing	issue	VERB
ital-13279	220	25	institution	institution	NOUN
ital-13279	220	26	have	have	AUX
ital-13279	220	27	been	be	AUX
ital-13279	220	28	zeroed	zero	VERB
ital-13279	220	29	out	out	ADP
ital-13279	220	30	.	.	PUNCT
ital-13279	221	1	as	as	SCONJ
ital-13279	221	2	shown	show	VERB
ital-13279	221	3	in	in	ADP
ital-13279	221	4	figure	figure	NOUN
ital-13279	221	5	8	8	NUM
ital-13279	221	6	,	,	PUNCT
ital-13279	221	7	the	the	DET
ital-13279	221	8	institutions	institution	NOUN
ital-13279	221	9	having	have	VERB
ital-13279	221	10	close	close	ADJ
ital-13279	221	11	relations	relation	NOUN
ital-13279	221	12	with	with	ADP
ital-13279	221	13	the	the	DET
ital-13279	221	14	documents	document	NOUN
ital-13279	221	15	recorded	record	VERB
ital-13279	221	16	in	in	ADP
ital-13279	221	17	the	the	DET
ital-13279	221	18	hetu	hetu	NOUN
ital-13279	221	19	dangse	dangse	PROPN
ital-13279	221	20	are	be	AUX
ital-13279	221	21	concentrated	concentrate	VERB
ital-13279	221	22	in	in	ADP
ital-13279	221	23	the	the	DET
ital-13279	221	24	issuing	issue	VERB
ital-13279	221	25	institutions	institution	NOUN
ital-13279	221	26	shengjing	shengje	VERB
ital-13279	221	27	zuoling	zuoling	NOUN
ital-13279	221	28	and	and	CCONJ
ital-13279	221	29	shengjing	shengje	VERB
ital-13279	221	30	internal	internal	ADJ
ital-13279	221	31	affairs	affairs	PROPN
ital-13279	221	32	office	office	NOUN
ital-13279	221	33	,	,	PUNCT
ital-13279	221	34	and	and	CCONJ
ital-13279	221	35	the	the	DET
ital-13279	221	36	receiving	receive	VERB
ital-13279	221	37	institutions	institution	NOUN
ital-13279	221	38	shengjing	shengje	VERB
ital-13279	221	39	internal	internal	ADJ
ital-13279	221	40	affairs	affairs	PROPN
ital-13279	221	41	office	office	NOUN
ital-13279	221	42	and	and	CCONJ
ital-13279	221	43	shengjing	shengjing	NOUN
ital-13279	221	44	zuoling	zuoling	NOUN
ital-13279	221	45	.	.	PUNCT
ital-13279	222	1	among	among	ADP
ital-13279	222	2	the	the	DET
ital-13279	222	3	receiving	receiving	NOUN
ital-13279	222	4	institutions	institution	NOUN
ital-13279	222	5	,	,	PUNCT
ital-13279	222	6	the	the	DET
ital-13279	222	7	number	number	NOUN
ital-13279	222	8	of	of	ADP
ital-13279	222	9	documents	document	NOUN
ital-13279	222	10	received	receive	VERB
ital-13279	222	11	by	by	ADP
ital-13279	222	12	the	the	DET
ital-13279	222	13	shengjing	shengjing	NOUN
ital-13279	222	14	internal	internal	ADJ
ital-13279	222	15	affairs	affairs	PROPN
ital-13279	222	16	office	office	NOUN
ital-13279	222	17	from	from	ADP
ital-13279	222	18	shengjing	shengje	VERB
ital-13279	222	19	general	general	ADJ
ital-13279	222	20	yamen	yaman	NOUN
ital-13279	222	21	reached	reach	VERB
ital-13279	222	22	as	as	ADV
ital-13279	222	23	high	high	ADJ
ital-13279	222	24	as	as	ADP
ital-13279	222	25	11,936	11,936	NUM
ital-13279	222	26	.	.	PUNCT
ital-13279	223	1	the	the	DET
ital-13279	223	2	top	top	ADJ
ital-13279	223	3	three	three	NUM
ital-13279	223	4	documents	document	NOUN
ital-13279	223	5	received	receive	VERB
ital-13279	223	6	by	by	ADP
ital-13279	223	7	shengjing	shengje	VERB
ital-13279	223	8	zuoling	zuoling	NOUN
ital-13279	223	9	were	be	AUX
ital-13279	223	10	fengtian	fengtian	ADJ
ital-13279	223	11	general	general	ADJ
ital-13279	223	12	yamen	yaman	NOUN
ital-13279	223	13	(	(	PUNCT
ital-13279	223	14	2,265	2,265	NUM
ital-13279	223	15	pieces	piece	NOUN
ital-13279	223	16	)	)	PUNCT
ital-13279	223	17	,	,	PUNCT
ital-13279	223	18	shengjing	shengje	VERB
ital-13279	223	19	ministry	ministry	PROPN
ital-13279	223	20	of	of	ADP
ital-13279	223	21	revenue	revenue	NOUN
ital-13279	223	22	(	(	PUNCT
ital-13279	223	23	1,527	1,527	NUM
ital-13279	223	24	pieces	piece	NOUN
ital-13279	223	25	)	)	PUNCT
ital-13279	223	26	,	,	PUNCT
ital-13279	223	27	and	and	CCONJ
ital-13279	223	28	shengjing	shengje	VERB
ital-13279	223	29	ministry	ministry	PROPN
ital-13279	223	30	of	of	ADP
ital-13279	223	31	justice	justice	PROPN
ital-13279	223	32	(	(	PUNCT
ital-13279	223	33	1,520	1,520	NUM
ital-13279	223	34	pieces	piece	NOUN
ital-13279	223	35	)	)	PUNCT
ital-13279	223	36	.	.	PUNCT
ital-13279	224	1	it	it	PRON
ital-13279	224	2	is	be	AUX
ital-13279	224	3	worth	worth	ADJ
ital-13279	224	4	noting	note	VERB
ital-13279	224	5	that	that	SCONJ
ital-13279	224	6	there	there	PRON
ital-13279	224	7	are	be	VERB
ital-13279	224	8	less	less	ADJ
ital-13279	224	9	than	than	ADP
ital-13279	224	10	50	50	NUM
ital-13279	224	11	documents	document	NOUN
ital-13279	224	12	from	from	ADP
ital-13279	224	13	shengjing	shengje	VERB
ital-13279	224	14	zuoling	zuoling	NOUN
ital-13279	224	15	in	in	ADP
ital-13279	224	16	the	the	DET
ital-13279	224	17	shengjing	shengjing	NOUN
ital-13279	224	18	internal	internal	PROPN
ital-13279	224	19	affairs	affairs	PROPN
ital-13279	224	20	office	office	NOUN
ital-13279	224	21	.	.	PUNCT
ital-13279	225	1	the	the	DET
ital-13279	225	2	overlapping	overlap	VERB
ital-13279	225	3	functions	function	NOUN
ital-13279	225	4	of	of	ADP
ital-13279	225	5	the	the	DET
ital-13279	225	6	institutions	institution	NOUN
ital-13279	225	7	in	in	ADP
ital-13279	225	8	the	the	DET
ital-13279	225	9	shengjing	shengjing	NOUN
ital-13279	225	10	area	area	NOUN
ital-13279	225	11	enabled	enable	VERB
ital-13279	225	12	individual	individual	ADJ
ital-13279	225	13	offices	office	NOUN
ital-13279	225	14	to	to	PART
ital-13279	225	15	play	play	VERB
ital-13279	225	16	bureaucratic	bureaucratic	ADJ
ital-13279	225	17	games	game	NOUN
ital-13279	225	18	,	,	PUNCT
ital-13279	225	19	passing	pass	VERB
ital-13279	225	20	responsibility	responsibility	NOUN
ital-13279	225	21	to	to	ADP
ital-13279	225	22	other	other	ADJ
ital-13279	225	23	offices	office	NOUN
ital-13279	225	24	,	,	PUNCT
ital-13279	225	25	leading	lead	VERB
ital-13279	225	26	to	to	ADP
ital-13279	225	27	low	low	ADJ
ital-13279	225	28	efficiency	efficiency	NOUN
ital-13279	225	29	in	in	ADP
ital-13279	225	30	handling	handle	VERB
ital-13279	225	31	affairs	affair	NOUN
ital-13279	225	32	.	.	PUNCT
ital-13279	226	1	for	for	ADP
ital-13279	226	2	example	example	NOUN
ital-13279	226	3	,	,	PUNCT
ital-13279	226	4	the	the	DET
ital-13279	226	5	military	military	ADJ
ital-13279	226	6	and	and	CCONJ
ital-13279	226	7	political	political	ADJ
ital-13279	226	8	power	power	NOUN
ital-13279	226	9	in	in	ADP
ital-13279	226	10	the	the	DET
ital-13279	226	11	shengjing	shengjing	NOUN
ital-13279	226	12	area	area	NOUN
ital-13279	226	13	was	be	AUX
ital-13279	226	14	jointly	jointly	ADV
ital-13279	226	15	controlled	control	VERB
ital-13279	226	16	by	by	ADP
ital-13279	226	17	the	the	DET
ital-13279	226	18	shengjing	shengjing	NOUN
ital-13279	226	19	general	general	ADJ
ital-13279	226	20	office	office	NOUN
ital-13279	226	21	and	and	CCONJ
ital-13279	226	22	the	the	DET
ital-13279	226	23	shengjing	shengjing	NOUN
ital-13279	226	24	ministry	ministry	PROPN
ital-13279	226	25	of	of	ADP
ital-13279	226	26	war	war	PROPN
ital-13279	226	27	.	.	PUNCT
ital-13279	227	1	the	the	DET
ital-13279	227	2	shengjing	shengje	VERB
ital-13279	227	3	area	area	NOUN
ital-13279	227	4	’s	’s	PART
ital-13279	227	5	tax	tax	NOUN
ital-13279	227	6	power	power	NOUN
ital-13279	227	7	was	be	AUX
ital-13279	227	8	controlled	control	VERB
ital-13279	227	9	by	by	ADP
ital-13279	227	10	the	the	DET
ital-13279	227	11	shengjing	shengjing	PROPN
ital-13279	227	12	ministry	ministry	PROPN
ital-13279	227	13	of	of	ADP
ital-13279	227	14	revenue	revenue	NOUN
ital-13279	227	15	and	and	CCONJ
ital-13279	227	16	fengtian	fengtian	ADJ
ital-13279	227	17	office	office	NOUN
ital-13279	227	18	and	and	CCONJ
ital-13279	227	19	their	their	PRON
ital-13279	227	20	subordinate	subordinate	ADJ
ital-13279	227	21	offices	office	NOUN
ital-13279	227	22	.	.	PUNCT
ital-13279	228	1	this	this	DET
ital-13279	228	2	phenomenon	phenomenon	NOUN
ital-13279	228	3	ran	run	VERB
ital-13279	228	4	through	through	ADP
ital-13279	228	5	the	the	DET
ital-13279	228	6	entire	entire	ADJ
ital-13279	228	7	qing	qing	NOUN
ital-13279	228	8	dynasty	dynasty	NOUN
ital-13279	228	9	.	.	PUNCT
ital-13279	229	1	research	research	NOUN
ital-13279	229	2	on	on	ADP
ital-13279	229	3	the	the	DET
ital-13279	229	4	cr	cr	PROPN
ital-13279	229	5	ossfunctionality	ossfunctionality	PROPN
ital-13279	229	6	of	of	ADP
ital-13279	229	7	institutions	institution	NOUN
ital-13279	229	8	has	have	AUX
ital-13279	229	9	always	always	ADV
ital-13279	229	10	been	be	AUX
ital-13279	229	11	a	a	DET
ital-13279	229	12	hot	hot	ADJ
ital-13279	229	13	topic	topic	NOUN
ital-13279	229	14	in	in	ADP
ital-13279	229	15	qing	qe	VERB
ital-13279	229	16	historiography	historiography	NOUN
ital-13279	229	17	.	.	PUNCT
ital-13279	230	1	by	by	ADP
ital-13279	230	2	analyzing	analyze	VERB
ital-13279	230	3	the	the	DET
ital-13279	230	4	official	official	ADJ
ital-13279	230	5	documents	document	NOUN
ital-13279	230	6	between	between	ADP
ital-13279	230	7	the	the	DET
ital-13279	230	8	institutional	institutional	ADJ
ital-13279	230	9	functions	function	NOUN
ital-13279	230	10	,	,	PUNCT
ital-13279	230	11	we	we	PRON
ital-13279	230	12	can	can	AUX
ital-13279	230	13	further	far	ADV
ital-13279	230	14	explore	explore	VERB
ital-13279	230	15	the	the	DET
ital-13279	230	16	overlap	overlap	NOUN
ital-13279	230	17	as	as	ADV
ital-13279	230	18	well	well	ADV
ital-13279	230	19	as	as	ADP
ital-13279	230	20	the	the	DET
ital-13279	230	21	advantages	advantage	NOUN
ital-13279	230	22	and	and	CCONJ
ital-13279	230	23	disadvantages	disadvantage	NOUN
ital-13279	230	24	of	of	ADP
ital-13279	230	25	the	the	DET
ital-13279	230	26	qing	qing	NOUN
ital-13279	230	27	dynasty	dynasty	NOUN
ital-13279	230	28	shengjing	shengjing	NOUN
ital-13279	230	29	ruling	rule	VERB
ital-13279	230	30	system	system	NOUN
ital-13279	230	31	to	to	PART
ital-13279	230	32	study	study	VERB
ital-13279	230	33	the	the	DET
ital-13279	230	34	history	history	NOUN
ital-13279	230	35	of	of	ADP
ital-13279	230	36	shengjing	shengje	VERB
ital-13279	230	37	institutions	institution	NOUN
ital-13279	230	38	in	in	ADP
ital-13279	230	39	the	the	DET
ital-13279	230	40	qing	qing	NOUN
ital-13279	230	41	dynasty	dynasty	NOUN
ital-13279	230	42	more	more	ADV
ital-13279	230	43	thoroughly	thoroughly	ADV
ital-13279	230	44	providing	provide	VERB
ital-13279	230	45	a	a	DET
ital-13279	230	46	reference	reference	NOUN
ital-13279	230	47	for	for	ADP
ital-13279	230	48	the	the	DET
ital-13279	230	49	design	design	NOUN
ital-13279	230	50	of	of	ADP
ital-13279	230	51	current	current	ADJ
ital-13279	230	52	institutions	institution	NOUN
ital-13279	230	53	.	.	PUNCT
ital-13279	231	1	information	information	NOUN
ital-13279	231	2	technology	technology	NOUN
ital-13279	231	3	and	and	CCONJ
ital-13279	231	4	libraries	library	NOUN
ital-13279	231	5	september	september	PROPN
ital-13279	231	6	2021	2021	NUM
ital-13279	231	7	text	text	NOUN
ital-13279	231	8	analysis	analysis	NOUN
ital-13279	231	9	and	and	CCONJ
ital-13279	231	10	visualization	visualization	NOUN
ital-13279	231	11	research	research	NOUN
ital-13279	231	12	on	on	ADP
ital-13279	231	13	the	the	DET
ital-13279	231	14	hetu	hetu	NOUN
ital-13279	231	15	dangse	dangse	PROPN
ital-13279	231	16	|	|	PROPN
ital-13279	231	17	wang	wang	PROPN
ital-13279	231	18	,	,	PUNCT
ital-13279	231	19	wu	wu	PROPN
ital-13279	231	20	,	,	PUNCT
ital-13279	231	21	yu	yu	PROPN
ital-13279	231	22	,	,	PUNCT
ital-13279	231	23	and	and	CCONJ
ital-13279	231	24	song	song	VERB
ital-13279	231	25	17	17	NUM
ital-13279	231	26	figure	figure	NOUN
ital-13279	231	27	8	8	NUM
ital-13279	231	28	.	.	PUNCT
ital-13279	231	29	relationship	relationship	NOUN
ital-13279	231	30	of	of	ADP
ital-13279	231	31	communicated	communicate	VERB
ital-13279	231	32	documents	document	NOUN
ital-13279	231	33	by	by	ADP
ital-13279	231	34	the	the	DET
ital-13279	231	35	hetu	hetu	PROPN
ital-13279	231	36	dangse	dangse	PROPN
ital-13279	231	37	institutions	institution	NOUN
ital-13279	231	38	diagram	diagram	PROPN
ital-13279	231	39	.	.	PUNCT
ital-13279	232	1	visualization	visualization	NOUN
ital-13279	232	2	of	of	ADP
ital-13279	232	3	institutional	institutional	ADJ
ital-13279	232	4	network	network	NOUN
ital-13279	232	5	map	map	NOUN
ital-13279	232	6	we	we	PRON
ital-13279	232	7	used	use	VERB
ital-13279	232	8	the	the	DET
ital-13279	232	9	hetu	hetu	NOUN
ital-13279	232	10	dangse	dangse	ADJ
ital-13279	232	11	catalog	catalog	NOUN
ital-13279	232	12	as	as	ADP
ital-13279	232	13	sample	sample	NOUN
ital-13279	232	14	data	datum	NOUN
ital-13279	232	15	and	and	CCONJ
ital-13279	232	16	the	the	DET
ital-13279	232	17	co	co	NOUN
ital-13279	232	18	-	-	NOUN
ital-13279	232	19	word	word	NOUN
ital-13279	232	20	clustering	cluster	VERB
ital-13279	232	21	algorithm	algorithm	NOUN
ital-13279	232	22	to	to	PART
ital-13279	232	23	obtain	obtain	VERB
ital-13279	232	24	the	the	DET
ital-13279	232	25	close	close	ADJ
ital-13279	232	26	relationship	relationship	NOUN
ital-13279	232	27	between	between	ADP
ital-13279	232	28	institutions	institution	NOUN
ital-13279	232	29	and	and	CCONJ
ital-13279	232	30	the	the	DET
ital-13279	232	31	appearance	appearance	NOUN
ital-13279	232	32	frequency	frequency	NOUN
ital-13279	232	33	of	of	ADP
ital-13279	232	34	institutions	institution	NOUN
ital-13279	232	35	.	.	PUNCT
ital-13279	233	1	we	we	PRON
ital-13279	233	2	drew	draw	VERB
ital-13279	233	3	a	a	DET
ital-13279	233	4	visual	visual	ADJ
ital-13279	233	5	network	network	NOUN
ital-13279	233	6	diagram	diagram	NOUN
ital-13279	233	7	by	by	ADP
ital-13279	233	8	virtue	virtue	NOUN
ital-13279	233	9	of	of	ADP
ital-13279	233	10	vosviewer1.6.15	vosviewer1.6.15	NOUN
ital-13279	233	11	to	to	PART
ital-13279	233	12	obtain	obtain	VERB
ital-13279	233	13	figure	figure	NOUN
ital-13279	233	14	9	9	NUM
ital-13279	233	15	.	.	PUNCT
ital-13279	234	1	in	in	ADP
ital-13279	234	2	figure	figure	NOUN
ital-13279	234	3	9	9	NUM
ital-13279	234	4	,	,	PUNCT
ital-13279	234	5	institutions	institution	NOUN
ital-13279	234	6	are	be	AUX
ital-13279	234	7	represented	represent	VERB
ital-13279	234	8	by	by	ADP
ital-13279	234	9	default	default	NOUN
ital-13279	234	10	as	as	ADP
ital-13279	234	11	a	a	DET
ital-13279	234	12	circle	circle	NOUN
ital-13279	234	13	with	with	ADP
ital-13279	234	14	their	their	PRON
ital-13279	234	15	names	name	NOUN
ital-13279	234	16	.	.	PUNCT
ital-13279	235	1	the	the	DET
ital-13279	235	2	size	size	NOUN
ital-13279	235	3	of	of	ADP
ital-13279	235	4	the	the	DET
ital-13279	235	5	label	label	NOUN
ital-13279	235	6	and	and	CCONJ
ital-13279	235	7	the	the	DET
ital-13279	235	8	circle	circle	NOUN
ital-13279	235	9	of	of	ADP
ital-13279	235	10	an	an	DET
ital-13279	235	11	institution	institution	NOUN
ital-13279	235	12	are	be	AUX
ital-13279	235	13	determined	determine	VERB
ital-13279	235	14	by	by	ADP
ital-13279	235	15	the	the	DET
ital-13279	235	16	weight	weight	NOUN
ital-13279	235	17	of	of	ADP
ital-13279	235	18	the	the	DET
ital-13279	235	19	item	item	NOUN
ital-13279	235	20	.	.	PUNCT
ital-13279	236	1	the	the	PRON
ital-13279	236	2	higher	high	ADJ
ital-13279	236	3	the	the	DET
ital-13279	236	4	weight	weight	NOUN
ital-13279	236	5	of	of	ADP
ital-13279	236	6	an	an	DET
ital-13279	236	7	item	item	NOUN
ital-13279	236	8	,	,	PUNCT
ital-13279	236	9	the	the	PRON
ital-13279	236	10	larger	large	ADJ
ital-13279	236	11	the	the	DET
ital-13279	236	12	label	label	NOUN
ital-13279	236	13	and	and	CCONJ
ital-13279	236	14	the	the	DET
ital-13279	236	15	circle	circle	NOUN
ital-13279	236	16	of	of	ADP
ital-13279	236	17	the	the	DET
ital-13279	236	18	item	item	NOUN
ital-13279	236	19	.	.	PUNCT
ital-13279	237	1	for	for	ADP
ital-13279	237	2	some	some	DET
ital-13279	237	3	items	item	NOUN
ital-13279	237	4	,	,	PUNCT
ital-13279	237	5	labels	label	NOUN
ital-13279	237	6	may	may	AUX
ital-13279	237	7	not	not	PART
ital-13279	237	8	be	be	AUX
ital-13279	237	9	displayed	display	VERB
ital-13279	237	10	to	to	PART
ital-13279	237	11	avoid	avoid	VERB
ital-13279	237	12	overlapping	overlap	VERB
ital-13279	237	13	labels	label	NOUN
ital-13279	237	14	.	.	PUNCT
ital-13279	238	1	the	the	DET
ital-13279	238	2	color	color	NOUN
ital-13279	238	3	of	of	ADP
ital-13279	238	4	an	an	DET
ital-13279	238	5	institution	institution	NOUN
ital-13279	238	6	is	be	AUX
ital-13279	238	7	determined	determine	VERB
ital-13279	238	8	by	by	ADP
ital-13279	238	9	the	the	DET
ital-13279	238	10	cluster	cluster	NOUN
ital-13279	238	11	the	the	DET
ital-13279	238	12	institutions	institution	NOUN
ital-13279	238	13	belong	belong	VERB
ital-13279	238	14	to	to	ADP
ital-13279	238	15	,	,	PUNCT
ital-13279	238	16	and	and	CCONJ
ital-13279	238	17	lines	line	NOUN
ital-13279	238	18	between	between	ADP
ital-13279	238	19	items	item	NOUN
ital-13279	238	20	represent	represent	VERB
ital-13279	238	21	links	link	NOUN
ital-13279	238	22	.	.	PUNCT
ital-13279	239	1	as	as	SCONJ
ital-13279	239	2	shown	show	VERB
ital-13279	239	3	in	in	ADP
ital-13279	239	4	figure	figure	NOUN
ital-13279	239	5	9	9	NUM
ital-13279	239	6	,	,	PUNCT
ital-13279	239	7	the	the	DET
ital-13279	239	8	relationships	relationship	NOUN
ital-13279	239	9	between	between	ADP
ital-13279	239	10	the	the	DET
ital-13279	239	11	institutions	institution	NOUN
ital-13279	239	12	and	and	CCONJ
ital-13279	239	13	departments	department	NOUN
ital-13279	239	14	in	in	ADP
ital-13279	239	15	the	the	DET
ital-13279	239	16	hetu	hetu	NOUN
ital-13279	239	17	dangse	dangse	PROPN
ital-13279	239	18	form	form	VERB
ital-13279	239	19	three	three	NUM
ital-13279	239	20	core	core	NOUN
ital-13279	239	21	groups	group	NOUN
ital-13279	239	22	:	:	PUNCT
ital-13279	239	23	the	the	DET
ital-13279	239	24	shengjing	shengje	VERB
ital-13279	239	25	internal	internal	PROPN
ital-13279	239	26	affairs	affairs	PROPN
ital-13279	239	27	office	office	NOUN
ital-13279	239	28	(	(	PUNCT
ital-13279	239	29	in	in	ADP
ital-13279	239	30	charge	charge	NOUN
ital-13279	239	31	)	)	PUNCT
ital-13279	239	32	,	,	PUNCT
ital-13279	239	33	shengjing	shengje	VERB
ital-13279	239	34	zuoling	zuoling	NOUN
ital-13279	239	35	,	,	PUNCT
ital-13279	239	36	and	and	CCONJ
ital-13279	239	37	beijing	beijing	PROPN
ital-13279	239	38	internal	internal	PROPN
ital-13279	239	39	affairs	affairs	PROPN
ital-13279	239	40	office	office	NOUN
ital-13279	239	41	in	in	ADP
ital-13279	239	42	charge	charge	NOUN
ital-13279	239	43	.	.	PUNCT
ital-13279	240	1	however	however	ADV
ital-13279	240	2	,	,	PUNCT
ital-13279	240	3	the	the	DET
ital-13279	240	4	relationships	relationship	NOUN
ital-13279	240	5	between	between	ADP
ital-13279	240	6	the	the	DET
ital-13279	240	7	three	three	NUM
ital-13279	240	8	groups	group	NOUN
ital-13279	240	9	are	be	AUX
ital-13279	240	10	not	not	PART
ital-13279	240	11	similar	similar	ADJ
ital-13279	240	12	;	;	PUNCT
ital-13279	240	13	the	the	DET
ital-13279	240	14	distance	distance	NOUN
ital-13279	240	15	between	between	ADP
ital-13279	240	16	the	the	DET
ital-13279	240	17	group	group	NOUN
ital-13279	240	18	(	(	PUNCT
ital-13279	240	19	beijing	beijing	PROPN
ital-13279	240	20	)	)	PUNCT
ital-13279	240	21	internal	internal	ADJ
ital-13279	240	22	affairs	affairs	PROPN
ital-13279	240	23	office	office	NOUN
ital-13279	240	24	in	in	ADP
ital-13279	240	25	charge	charge	NOUN
ital-13279	240	26	and	and	CCONJ
ital-13279	240	27	the	the	DET
ital-13279	240	28	two	two	NUM
ital-13279	240	29	other	other	ADJ
ital-13279	240	30	groups	group	NOUN
ital-13279	240	31	is	be	AUX
ital-13279	240	32	relatively	relatively	ADV
ital-13279	240	33	large	large	ADJ
ital-13279	240	34	.	.	PUNCT
ital-13279	241	1	the	the	DET
ital-13279	241	2	group	group	NOUN
ital-13279	241	3	at	at	ADP
ital-13279	241	4	the	the	DET
ital-13279	241	5	core	core	NOUN
ital-13279	241	6	of	of	ADP
ital-13279	241	7	shengjing	shengje	VERB
ital-13279	241	8	internal	internal	ADJ
ital-13279	241	9	affairs	affairs	PROPN
ital-13279	241	10	office	office	NOUN
ital-13279	241	11	and	and	CCONJ
ital-13279	241	12	the	the	DET
ital-13279	241	13	group	group	NOUN
ital-13279	241	14	at	at	ADP
ital-13279	241	15	the	the	DET
ital-13279	241	16	core	core	NOUN
ital-13279	241	17	of	of	ADP
ital-13279	241	18	shengjing	shengjing	NOUN
ital-13279	241	19	zuoling	zuoling	NOUN
ital-13279	241	20	are	be	AUX
ital-13279	241	21	closely	closely	ADV
ital-13279	241	22	connected	connect	VERB
ital-13279	241	23	to	to	ADP
ital-13279	241	24	each	each	DET
ital-13279	241	25	other	other	ADJ
ital-13279	241	26	through	through	ADP
ital-13279	241	27	the	the	DET
ital-13279	241	28	wubu	wubu	NOUN
ital-13279	241	29	of	of	ADP
ital-13279	241	30	information	information	NOUN
ital-13279	241	31	technology	technology	NOUN
ital-13279	241	32	and	and	CCONJ
ital-13279	241	33	libraries	library	NOUN
ital-13279	241	34	september	september	PROPN
ital-13279	241	35	2021	2021	NUM
ital-13279	241	36	text	text	NOUN
ital-13279	241	37	analysis	analysis	NOUN
ital-13279	241	38	and	and	CCONJ
ital-13279	241	39	visualization	visualization	NOUN
ital-13279	241	40	research	research	NOUN
ital-13279	241	41	on	on	ADP
ital-13279	241	42	the	the	DET
ital-13279	241	43	hetu	hetu	NOUN
ital-13279	241	44	dangse	dangse	PROPN
ital-13279	241	45	|	|	PROPN
ital-13279	241	46	wang	wang	PROPN
ital-13279	241	47	,	,	PUNCT
ital-13279	241	48	wu	wu	PROPN
ital-13279	241	49	,	,	PUNCT
ital-13279	241	50	yu	yu	PROPN
ital-13279	241	51	,	,	PUNCT
ital-13279	241	52	and	and	CCONJ
ital-13279	241	53	song	song	VERB
ital-13279	241	54	18	18	NUM
ital-13279	241	55	shengjing	shengjing	NOUN
ital-13279	241	56	(	(	PUNCT
ital-13279	241	57	shengjing	shengje	VERB
ital-13279	241	58	ministry	ministry	PROPN
ital-13279	241	59	of	of	ADP
ital-13279	241	60	revenue	revenue	NOUN
ital-13279	241	61	,	,	PUNCT
ital-13279	241	62	shengjing	shengje	VERB
ital-13279	241	63	ministry	ministry	PROPN
ital-13279	241	64	of	of	ADP
ital-13279	241	65	rites	rites	PROPN
ital-13279	241	66	,	,	PUNCT
ital-13279	241	67	shengjing	shengje	VERB
ital-13279	241	68	ministry	ministry	PROPN
ital-13279	241	69	of	of	ADP
ital-13279	241	70	war	war	PROPN
ital-13279	241	71	,	,	PUNCT
ital-13279	241	72	shengjing	shengje	VERB
ital-13279	241	73	ministry	ministry	PROPN
ital-13279	241	74	of	of	ADP
ital-13279	241	75	justice	justice	PROPN
ital-13279	241	76	,	,	PUNCT
ital-13279	241	77	and	and	CCONJ
ital-13279	241	78	shengjing	shengje	VERB
ital-13279	241	79	ministry	ministry	PROPN
ital-13279	241	80	of	of	ADP
ital-13279	241	81	works	works	PROPN
ital-13279	241	82	)	)	PUNCT
ital-13279	241	83	.	.	PUNCT
ital-13279	242	1	further	far	ADV
ital-13279	242	2	,	,	PUNCT
ital-13279	242	3	there	there	PRON
ital-13279	242	4	are	be	VERB
ital-13279	242	5	two	two	NUM
ital-13279	242	6	larger	large	ADJ
ital-13279	242	7	individuals	individual	NOUN
ital-13279	242	8	:	:	PUNCT
ital-13279	242	9	fengtian	fengtian	ADJ
ital-13279	242	10	general	general	ADJ
ital-13279	242	11	yamen	yaman	NOUN
ital-13279	242	12	and	and	CCONJ
ital-13279	242	13	shengjing	shengje	VERB
ital-13279	242	14	general	general	ADJ
ital-13279	242	15	yamen	yaman	NOUN
ital-13279	242	16	.	.	PUNCT
ital-13279	243	1	fengtian	fengtian	PROPN
ital-13279	243	2	general	general	ADJ
ital-13279	243	3	yamen	yaman	NOUN
ital-13279	243	4	and	and	CCONJ
ital-13279	243	5	shengjing	shengjing	NOUN
ital-13279	243	6	zuoling	zuoling	NOUN
ital-13279	243	7	are	be	AUX
ital-13279	243	8	closely	closely	ADV
ital-13279	243	9	related	relate	VERB
ital-13279	243	10	to	to	ADP
ital-13279	243	11	each	each	DET
ital-13279	243	12	other	other	ADJ
ital-13279	243	13	,	,	PUNCT
ital-13279	243	14	and	and	CCONJ
ital-13279	243	15	the	the	DET
ital-13279	243	16	relationship	relationship	NOUN
ital-13279	243	17	between	between	ADP
ital-13279	243	18	shengjing	shengje	VERB
ital-13279	243	19	general	general	ADJ
ital-13279	243	20	yamen	yaman	NOUN
ital-13279	243	21	and	and	CCONJ
ital-13279	243	22	shengjing	shengje	VERB
ital-13279	243	23	internal	internal	ADJ
ital-13279	243	24	affairs	affair	NOUN
ital-13279	243	25	office	office	NOUN
ital-13279	243	26	is	be	AUX
ital-13279	243	27	relatively	relatively	ADV
ital-13279	243	28	close	close	ADJ
ital-13279	243	29	.	.	PUNCT
ital-13279	244	1	figure	figure	NOUN
ital-13279	244	2	9	9	NUM
ital-13279	244	3	.	.	PUNCT
ital-13279	245	1	co	co	NOUN
ital-13279	245	2	-	-	NOUN
ital-13279	245	3	occurrence	occurrence	NOUN
ital-13279	245	4	of	of	ADP
ital-13279	245	5	institutions	institution	NOUN
ital-13279	245	6	network	network	NOUN
ital-13279	245	7	map	map	NOUN
ital-13279	245	8	.	.	PUNCT
ital-13279	246	1	the	the	DET
ital-13279	246	2	city	city	NOUN
ital-13279	246	3	of	of	ADP
ital-13279	246	4	shengjing	shengjing	NOUN
ital-13279	246	5	was	be	AUX
ital-13279	246	6	the	the	DET
ital-13279	246	7	companion	companion	NOUN
ital-13279	246	8	capital	capital	NOUN
ital-13279	246	9	of	of	ADP
ital-13279	246	10	the	the	DET
ital-13279	246	11	qing	qing	NOUN
ital-13279	246	12	dynasty	dynasty	NOUN
ital-13279	246	13	.	.	PUNCT
ital-13279	247	1	the	the	DET
ital-13279	247	2	qing	qe	VERB
ital-13279	247	3	government	government	NOUN
ital-13279	247	4	implemented	implement	VERB
ital-13279	247	5	special	special	ADJ
ital-13279	247	6	governance	governance	NOUN
ital-13279	247	7	measures	measure	NOUN
ital-13279	247	8	in	in	ADP
ital-13279	247	9	these	these	DET
ital-13279	247	10	areas	area	NOUN
ital-13279	247	11	that	that	PRON
ital-13279	247	12	differed	differ	VERB
ital-13279	247	13	greatly	greatly	ADV
ital-13279	247	14	from	from	ADP
ital-13279	247	15	those	those	PRON
ital-13279	247	16	of	of	ADP
ital-13279	247	17	direct	direct	ADJ
ital-13279	247	18	inland	inland	NOUN
ital-13279	247	19	provinces.23	provinces.23	NOUN
ital-13279	247	20	to	to	PART
ital-13279	247	21	ensure	ensure	VERB
ital-13279	247	22	the	the	DET
ital-13279	247	23	stable	stable	ADJ
ital-13279	247	24	rule	rule	NOUN
ital-13279	247	25	of	of	ADP
ital-13279	247	26	the	the	DET
ital-13279	247	27	shengjing	shengjing	NOUN
ital-13279	247	28	area	area	NOUN
ital-13279	247	29	,	,	PUNCT
ital-13279	247	30	the	the	DET
ital-13279	247	31	qing	qing	NOUN
ital-13279	247	32	dynasty	dynasty	NOUN
ital-13279	247	33	performed	perform	VERB
ital-13279	247	34	the	the	DET
ital-13279	247	35	following	follow	VERB
ital-13279	247	36	tasks	task	NOUN
ital-13279	247	37	.	.	PUNCT
ital-13279	248	1	first	first	ADV
ital-13279	248	2	,	,	PUNCT
ital-13279	248	3	the	the	DET
ital-13279	248	4	qing	qing	NOUN
ital-13279	248	5	dynasty	dynasty	NOUN
ital-13279	248	6	set	set	VERB
ital-13279	248	7	up	up	ADP
ital-13279	248	8	a	a	DET
ital-13279	248	9	general	general	ADJ
ital-13279	248	10	garrison	garrison	NOUN
ital-13279	248	11	as	as	ADP
ital-13279	248	12	the	the	DET
ital-13279	248	13	highest	high	ADJ
ital-13279	248	14	military	military	ADJ
ital-13279	248	15	and	and	CCONJ
ital-13279	248	16	political	political	ADJ
ital-13279	248	17	chief	chief	NOUN
ital-13279	248	18	in	in	ADP
ital-13279	248	19	the	the	DET
ital-13279	248	20	shengjing	shengjing	NOUN
ital-13279	248	21	area	area	NOUN
ital-13279	248	22	to	to	PART
ital-13279	248	23	be	be	AUX
ital-13279	248	24	responsible	responsible	ADJ
ital-13279	248	25	for	for	ADP
ital-13279	248	26	all	all	DET
ital-13279	248	27	military	military	ADJ
ital-13279	248	28	and	and	CCONJ
ital-13279	248	29	political	political	ADJ
ital-13279	248	30	affairs	affair	NOUN
ital-13279	248	31	within	within	ADP
ital-13279	248	32	its	its	PRON
ital-13279	248	33	jurisdiction	jurisdiction	NOUN
ital-13279	248	34	.	.	PUNCT
ital-13279	249	1	second	second	ADJ
ital-13279	249	2	,	,	PUNCT
ital-13279	249	3	they	they	PRON
ital-13279	249	4	established	establish	VERB
ital-13279	249	5	the	the	DET
ital-13279	249	6	fengtian	fengtian	ADJ
ital-13279	249	7	office	office	NOUN
ital-13279	249	8	,	,	PUNCT
ital-13279	249	9	a	a	DET
ital-13279	249	10	capital	capital	NOUN
ital-13279	249	11	of	of	ADP
ital-13279	249	12	the	the	DET
ital-13279	249	13	same	same	ADJ
ital-13279	249	14	level	level	NOUN
ital-13279	249	15	as	as	ADP
ital-13279	249	16	the	the	DET
ital-13279	249	17	shuntian	shuntian	ADJ
ital-13279	249	18	office	office	NOUN
ital-13279	249	19	,	,	PUNCT
ital-13279	249	20	to	to	PART
ital-13279	249	21	rule	rule	VERB
ital-13279	249	22	the	the	DET
ital-13279	249	23	common	common	ADJ
ital-13279	249	24	people	people	NOUN
ital-13279	249	25	of	of	ADP
ital-13279	249	26	the	the	DET
ital-13279	249	27	shengjing	shengjing	NOUN
ital-13279	249	28	area	area	NOUN
ital-13279	249	29	.	.	PUNCT
ital-13279	250	1	the	the	DET
ital-13279	250	2	states	state	NOUN
ital-13279	250	3	and	and	CCONJ
ital-13279	250	4	counties	county	NOUN
ital-13279	250	5	,	,	PUNCT
ital-13279	250	6	as	as	ADV
ital-13279	250	7	well	well	ADV
ital-13279	250	8	as	as	ADP
ital-13279	250	9	the	the	DET
ital-13279	250	10	garrison	garrison	PROPN
ital-13279	250	11	banner	banner	NOUN
ital-13279	250	12	officer	officer	NOUN
ital-13279	250	13	,	,	PUNCT
ital-13279	250	14	which	which	PRON
ital-13279	250	15	was	be	AUX
ital-13279	250	16	under	under	ADP
ital-13279	250	17	the	the	DET
ital-13279	250	18	rule	rule	NOUN
ital-13279	250	19	of	of	ADP
ital-13279	250	20	general	general	ADJ
ital-13279	250	21	garrison	garrison	NOUN
ital-13279	250	22	,	,	PUNCT
ital-13279	250	23	were	be	AUX
ital-13279	250	24	local	local	ADJ
ital-13279	250	25	administrative	administrative	ADJ
ital-13279	250	26	institutions	institution	NOUN
ital-13279	250	27	under	under	ADP
ital-13279	250	28	the	the	DET
ital-13279	250	29	fengtian	fengtian	ADJ
ital-13279	250	30	office	office	NOUN
ital-13279	250	31	.	.	PUNCT
ital-13279	251	1	these	these	DET
ital-13279	251	2	institutions	institution	NOUN
ital-13279	251	3	implemented	implement	VERB
ital-13279	251	4	the	the	DET
ital-13279	251	5	dual	dual	ADJ
ital-13279	251	6	management	management	NOUN
ital-13279	251	7	rule	rule	NOUN
ital-13279	251	8	of	of	ADP
ital-13279	251	9	the	the	DET
ital-13279	251	10	bannerman	bannerman	NOUN
ital-13279	251	11	and	and	CCONJ
ital-13279	251	12	common	common	ADJ
ital-13279	251	13	people	people	NOUN
ital-13279	251	14	.	.	PUNCT
ital-13279	252	1	third	third	ADV
ital-13279	252	2	,	,	PUNCT
ital-13279	252	3	as	as	ADP
ital-13279	252	4	the	the	DET
ital-13279	252	5	companion	companion	NOUN
ital-13279	252	6	capital	capital	NOUN
ital-13279	252	7	,	,	PUNCT
ital-13279	252	8	the	the	DET
ital-13279	252	9	shengjing	shengjing	NOUN
ital-13279	252	10	area	area	NOUN
ital-13279	252	11	followed	follow	VERB
ital-13279	252	12	the	the	DET
ital-13279	252	13	ming	ming	NOUN
ital-13279	252	14	dynasty	dynasty	NOUN
ital-13279	252	15	companion	companion	NOUN
ital-13279	252	16	capital	capital	NOUN
ital-13279	252	17	system	system	NOUN
ital-13279	252	18	to	to	PART
ital-13279	252	19	set	set	VERB
ital-13279	252	20	up	up	ADP
ital-13279	252	21	the	the	DET
ital-13279	252	22	wubu	wubu	NOUN
ital-13279	252	23	of	of	ADP
ital-13279	252	24	shengjing	shengje	VERB
ital-13279	252	25	to	to	PART
ital-13279	252	26	maintain	maintain	VERB
ital-13279	252	27	power	power	NOUN
ital-13279	252	28	.	.	PUNCT
ital-13279	253	1	in	in	ADP
ital-13279	253	2	addition	addition	NOUN
ital-13279	253	3	,	,	PUNCT
ital-13279	253	4	the	the	DET
ital-13279	253	5	shengjing	shengjing	NOUN
ital-13279	253	6	internal	internal	PROPN
ital-13279	253	7	affairs	affairs	PROPN
ital-13279	253	8	office	office	NOUN
ital-13279	253	9	,	,	PUNCT
ital-13279	253	10	which	which	PRON
ital-13279	253	11	was	be	AUX
ital-13279	253	12	in	in	ADP
ital-13279	253	13	charge	charge	NOUN
ital-13279	253	14	of	of	ADP
ital-13279	253	15	palace	palace	NOUN
ital-13279	253	16	affairs	affair	NOUN
ital-13279	253	17	,	,	PUNCT
ital-13279	253	18	communicated	communicate	VERB
ital-13279	253	19	with	with	ADP
ital-13279	253	20	the	the	DET
ital-13279	253	21	beijing	beijing	PROPN
ital-13279	253	22	internal	internal	PROPN
ital-13279	253	23	affairs	affairs	PROPN
ital-13279	253	24	office	office	NOUN
ital-13279	253	25	in	in	ADP
ital-13279	253	26	charge	charge	NOUN
ital-13279	253	27	.	.	PUNCT
ital-13279	254	1	information	information	NOUN
ital-13279	254	2	technology	technology	NOUN
ital-13279	254	3	and	and	CCONJ
ital-13279	254	4	libraries	library	NOUN
ital-13279	254	5	september	september	PROPN
ital-13279	254	6	2021	2021	NUM
ital-13279	254	7	text	text	NOUN
ital-13279	254	8	analysis	analysis	NOUN
ital-13279	254	9	and	and	CCONJ
ital-13279	254	10	visualization	visualization	NOUN
ital-13279	254	11	research	research	NOUN
ital-13279	254	12	on	on	ADP
ital-13279	254	13	the	the	DET
ital-13279	254	14	hetu	hetu	NOUN
ital-13279	254	15	dangse	dangse	PROPN
ital-13279	254	16	|	|	PROPN
ital-13279	254	17	wang	wang	PROPN
ital-13279	254	18	,	,	PUNCT
ital-13279	254	19	wu	wu	PROPN
ital-13279	254	20	,	,	PUNCT
ital-13279	254	21	yu	yu	PROPN
ital-13279	254	22	,	,	PUNCT
ital-13279	254	23	and	and	CCONJ
ital-13279	254	24	song	song	VERB
ital-13279	254	25	19	19	NUM
ital-13279	254	26	results	result	NOUN
ital-13279	254	27	of	of	ADP
ital-13279	254	28	automatic	automatic	ADJ
ital-13279	254	29	classification	classification	NOUN
ital-13279	254	30	analysis	analysis	NOUN
ital-13279	254	31	catalogs	catalog	NOUN
ital-13279	254	32	are	be	AUX
ital-13279	254	33	important	important	ADJ
ital-13279	254	34	information	information	NOUN
ital-13279	254	35	resources	resource	NOUN
ital-13279	254	36	in	in	ADP
ital-13279	254	37	the	the	DET
ital-13279	254	38	field	field	NOUN
ital-13279	254	39	of	of	ADP
ital-13279	254	40	historical	historical	ADJ
ital-13279	254	41	archives	archive	NOUN
ital-13279	254	42	.	.	PUNCT
ital-13279	255	1	the	the	DET
ital-13279	255	2	classification	classification	NOUN
ital-13279	255	3	of	of	ADP
ital-13279	255	4	archival	archival	NOUN
ital-13279	255	5	catalogs	catalog	NOUN
ital-13279	255	6	can	can	AUX
ital-13279	255	7	not	not	PART
ital-13279	255	8	only	only	ADV
ital-13279	255	9	link	link	VERB
ital-13279	255	10	relevant	relevant	ADJ
ital-13279	255	11	information	information	NOUN
ital-13279	255	12	in	in	ADP
ital-13279	255	13	archives	archive	NOUN
ital-13279	255	14	or	or	CCONJ
ital-13279	255	15	archive	archive	NOUN
ital-13279	255	16	fonds	fond	NOUN
ital-13279	255	17	,	,	PUNCT
ital-13279	255	18	improve	improve	VERB
ital-13279	255	19	researchers	researcher	NOUN
ital-13279	255	20	’	’	PART
ital-13279	255	21	utilization	utilization	NOUN
ital-13279	255	22	efficiency	efficiency	NOUN
ital-13279	255	23	,	,	PUNCT
ital-13279	255	24	and	and	CCONJ
ital-13279	255	25	save	save	VERB
ital-13279	255	26	time	time	NOUN
ital-13279	255	27	to	to	PART
ital-13279	255	28	search	search	VERB
ital-13279	255	29	for	for	ADP
ital-13279	255	30	required	required	ADJ
ital-13279	255	31	archives	archive	NOUN
ital-13279	255	32	,	,	PUNCT
ital-13279	255	33	but	but	CCONJ
ital-13279	255	34	it	it	PRON
ital-13279	255	35	can	can	AUX
ital-13279	255	36	also	also	ADV
ital-13279	255	37	be	be	AUX
ital-13279	255	38	shown	show	VERB
ital-13279	255	39	to	to	ADP
ital-13279	255	40	readers	reader	NOUN
ital-13279	255	41	in	in	ADP
ital-13279	255	42	clusters	cluster	NOUN
ital-13279	255	43	.	.	PUNCT
ital-13279	256	1	as	as	SCONJ
ital-13279	256	2	the	the	DET
ital-13279	256	3	hetu	hetu	PROPN
ital-13279	256	4	dangse	dangse	PROPN
ital-13279	256	5	catalog	catalog	NOUN
ital-13279	256	6	is	be	AUX
ital-13279	256	7	a	a	DET
ital-13279	256	8	series	series	NOUN
ital-13279	256	9	of	of	ADP
ital-13279	256	10	historical	historical	ADJ
ital-13279	256	11	documents	document	NOUN
ital-13279	256	12	stored	store	VERB
ital-13279	256	13	for	for	ADP
ital-13279	256	14	a	a	DET
ital-13279	256	15	long	long	ADJ
ital-13279	256	16	period	period	NOUN
ital-13279	256	17	of	of	ADP
ital-13279	256	18	time	time	NOUN
ital-13279	256	19	,	,	PUNCT
ital-13279	256	20	its	its	PRON
ital-13279	256	21	original	original	ADJ
ital-13279	256	22	classification	classification	NOUN
ital-13279	256	23	system	system	NOUN
ital-13279	256	24	does	do	AUX
ital-13279	256	25	not	not	PART
ital-13279	256	26	suit	suit	VERB
ital-13279	256	27	well	well	INTJ
ital-13279	256	28	existing	exist	VERB
ital-13279	256	29	archival	archival	NOUN
ital-13279	256	30	management	management	NOUN
ital-13279	256	31	methods	method	NOUN
ital-13279	256	32	.	.	PUNCT
ital-13279	257	1	the	the	DET
ital-13279	257	2	hetu	hetu	PROPN
ital-13279	257	3	dangse	dangse	PROPN
ital-13279	257	4	has	have	VERB
ital-13279	257	5	a	a	DET
ital-13279	257	6	total	total	NOUN
ital-13279	257	7	of	of	ADP
ital-13279	257	8	1,149	1,149	NUM
ital-13279	257	9	volumes	volume	NOUN
ital-13279	257	10	and	and	CCONJ
ital-13279	257	11	127,000	127,000	NUM
ital-13279	257	12	pages	page	NOUN
ital-13279	257	13	.	.	PUNCT
ital-13279	258	1	each	each	DET
ital-13279	258	2	volume	volume	NOUN
ital-13279	258	3	contains	contain	VERB
ital-13279	258	4	a	a	DET
ital-13279	258	5	different	different	ADJ
ital-13279	258	6	number	number	NOUN
ital-13279	258	7	of	of	ADP
ital-13279	258	8	documents	document	NOUN
ital-13279	258	9	and	and	CCONJ
ital-13279	258	10	the	the	DET
ital-13279	258	11	ink	ink	NOUN
ital-13279	258	12	characters	character	NOUN
ital-13279	258	13	on	on	ADP
ital-13279	258	14	chinese	chinese	ADJ
ital-13279	258	15	art	art	NOUN
ital-13279	258	16	paper	paper	NOUN
ital-13279	258	17	are	be	AUX
ital-13279	258	18	in	in	ADP
ital-13279	258	19	manchu	manchu	PROPN
ital-13279	258	20	and	and	CCONJ
ital-13279	258	21	chinese	chinese	PROPN
ital-13279	258	22	.	.	PUNCT
ital-13279	259	1	reading	reading	NOUN
ital-13279	259	2	and	and	CCONJ
ital-13279	259	3	categorizing	categorize	VERB
ital-13279	259	4	the	the	DET
ital-13279	259	5	full	full	ADJ
ital-13279	259	6	text	text	NOUN
ital-13279	259	7	of	of	ADP
ital-13279	259	8	the	the	DET
ital-13279	259	9	hetu	hetu	NOUN
ital-13279	259	10	dangse	dangse	PROPN
ital-13279	259	11	not	not	PART
ital-13279	259	12	only	only	ADV
ital-13279	259	13	requires	require	VERB
ital-13279	259	14	a	a	DET
ital-13279	259	15	lot	lot	NOUN
ital-13279	259	16	of	of	ADP
ital-13279	259	17	manpower	manpower	NOUN
ital-13279	259	18	,	,	PUNCT
ital-13279	259	19	material	material	NOUN
ital-13279	259	20	,	,	PUNCT
ital-13279	259	21	and	and	CCONJ
ital-13279	259	22	financial	financial	ADJ
ital-13279	259	23	resources	resource	NOUN
ital-13279	259	24	but	but	CCONJ
ital-13279	259	25	also	also	ADV
ital-13279	259	26	extremely	extremely	ADV
ital-13279	259	27	high	high	ADJ
ital-13279	259	28	requirements	requirement	NOUN
ital-13279	259	29	for	for	ADP
ital-13279	259	30	the	the	DET
ital-13279	259	31	classified	classified	ADJ
ital-13279	259	32	staff	staff	NOUN
ital-13279	259	33	.	.	PUNCT
ital-13279	260	1	they	they	PRON
ital-13279	260	2	need	need	VERB
ital-13279	260	3	to	to	PART
ital-13279	260	4	possess	possess	VERB
ital-13279	260	5	a	a	DET
ital-13279	260	6	good	good	ADJ
ital-13279	260	7	knowledge	knowledge	NOUN
ital-13279	260	8	of	of	ADP
ital-13279	260	9	manchu	manchu	PROPN
ital-13279	260	10	,	,	PUNCT
ital-13279	260	11	archival	archival	PROPN
ital-13279	260	12	science	science	NOUN
ital-13279	260	13	,	,	PUNCT
ital-13279	260	14	document	document	NOUN
ital-13279	260	15	taxonomy	taxonomy	NOUN
ital-13279	260	16	,	,	PUNCT
ital-13279	260	17	and	and	CCONJ
ital-13279	260	18	other	other	ADJ
ital-13279	260	19	related	related	ADJ
ital-13279	260	20	disciplines	discipline	NOUN
ital-13279	260	21	.	.	PUNCT
ital-13279	261	1	therefore	therefore	ADV
ital-13279	261	2	,	,	PUNCT
ital-13279	261	3	sorting	sort	VERB
ital-13279	261	4	and	and	CCONJ
ital-13279	261	5	organizing	organize	VERB
ital-13279	261	6	the	the	DET
ital-13279	261	7	content	content	NOUN
ital-13279	261	8	of	of	ADP
ital-13279	261	9	the	the	DET
ital-13279	261	10	hetu	hetu	NOUN
ital-13279	261	11	dangse	dangse	PROPN
ital-13279	261	12	is	be	AUX
ital-13279	261	13	an	an	DET
ital-13279	261	14	impractical	impractical	ADJ
ital-13279	261	15	task	task	NOUN
ital-13279	261	16	that	that	PRON
ital-13279	261	17	relies	rely	VERB
ital-13279	261	18	on	on	ADP
ital-13279	261	19	manual	manual	ADJ
ital-13279	261	20	reading	reading	NOUN
ital-13279	261	21	and	and	CCONJ
ital-13279	261	22	comprehension	comprehension	NOUN
ital-13279	261	23	.	.	PUNCT
ital-13279	262	1	to	to	PART
ital-13279	262	2	address	address	VERB
ital-13279	262	3	this	this	DET
ital-13279	262	4	problem	problem	NOUN
ital-13279	262	5	,	,	PUNCT
ital-13279	262	6	we	we	PRON
ital-13279	262	7	used	use	VERB
ital-13279	262	8	the	the	DET
ital-13279	262	9	svm	svm	PROPN
ital-13279	262	10	model	model	NOUN
ital-13279	262	11	of	of	ADP
ital-13279	262	12	machine	machine	NOUN
ital-13279	262	13	learning	learning	NOUN
ital-13279	262	14	to	to	PART
ital-13279	262	15	automatically	automatically	ADV
ital-13279	262	16	classify	classify	VERB
ital-13279	262	17	and	and	CCONJ
ital-13279	262	18	explore	explore	VERB
ital-13279	262	19	the	the	DET
ital-13279	262	20	catalog	catalog	NOUN
ital-13279	262	21	data	datum	NOUN
ital-13279	262	22	of	of	ADP
ital-13279	262	23	the	the	DET
ital-13279	262	24	hetu	hetu	NOUN
ital-13279	262	25	dangse	dangse	NOUN
ital-13279	262	26	.	.	PUNCT
ital-13279	263	1	this	this	DET
ital-13279	263	2	model	model	NOUN
ital-13279	263	3	further	far	ADV
ital-13279	263	4	demonstrates	demonstrate	VERB
ital-13279	263	5	the	the	DET
ital-13279	263	6	relevance	relevance	NOUN
ital-13279	263	7	of	of	ADP
ital-13279	263	8	the	the	DET
ital-13279	263	9	knowledge	knowledge	NOUN
ital-13279	263	10	between	between	ADP
ital-13279	263	11	documents	document	NOUN
ital-13279	263	12	in	in	ADP
ital-13279	263	13	the	the	DET
ital-13279	263	14	hetu	hetu	NOUN
ital-13279	263	15	dangse	dangse	NOUN
ital-13279	263	16	and	and	CCONJ
ital-13279	263	17	facilitates	facilitate	VERB
ital-13279	263	18	an	an	DET
ital-13279	263	19	in	in	ADP
ital-13279	263	20	-	-	PUNCT
ital-13279	263	21	depth	depth	NOUN
ital-13279	263	22	analysis	analysis	NOUN
ital-13279	263	23	.	.	PUNCT
ital-13279	264	1	we	we	PRON
ital-13279	264	2	imported	import	VERB
ital-13279	264	3	the	the	DET
ital-13279	264	4	vectorized	vectorized	ADJ
ital-13279	264	5	labeled	label	VERB
ital-13279	264	6	data	datum	NOUN
ital-13279	264	7	set	set	VERB
ital-13279	264	8	into	into	ADP
ital-13279	264	9	the	the	DET
ital-13279	264	10	svm	svm	PROPN
ital-13279	264	11	model	model	NOUN
ital-13279	264	12	and	and	CCONJ
ital-13279	264	13	selected	select	VERB
ital-13279	264	14	the	the	DET
ital-13279	264	15	optimal	optimal	ADJ
ital-13279	264	16	parameter	parameter	NOUN
ital-13279	264	17	combination	combination	NOUN
ital-13279	264	18	to	to	PART
ital-13279	264	19	run	run	VERB
ital-13279	264	20	the	the	DET
ital-13279	264	21	model	model	NOUN
ital-13279	264	22	.	.	PUNCT
ital-13279	265	1	to	to	PART
ital-13279	265	2	visualize	visualize	VERB
ital-13279	265	3	the	the	DET
ital-13279	265	4	data	datum	NOUN
ital-13279	265	5	results	result	NOUN
ital-13279	265	6	,	,	PUNCT
ital-13279	265	7	the	the	DET
ital-13279	265	8	50	50	NUM
ital-13279	265	9	-	-	PUNCT
ital-13279	265	10	dimensional	dimensional	ADJ
ital-13279	265	11	word	word	NOUN
ital-13279	265	12	vector	vector	NOUN
ital-13279	265	13	is	be	AUX
ital-13279	265	14	reduced	reduce	VERB
ital-13279	265	15	to	to	ADP
ital-13279	265	16	a	a	DET
ital-13279	265	17	2	2	NUM
ital-13279	265	18	-	-	PUNCT
ital-13279	265	19	dimensional	dimensional	ADJ
ital-13279	265	20	word	word	NOUN
ital-13279	265	21	vector	vector	NOUN
ital-13279	265	22	using	use	VERB
ital-13279	265	23	the	the	DET
ital-13279	265	24	t	t	NOUN
ital-13279	265	25	-	-	PUNCT
ital-13279	265	26	distributed	distribute	VERB
ital-13279	265	27	random	random	ADJ
ital-13279	265	28	neighborhood	neighborhood	NOUN
ital-13279	265	29	embedding	embed	VERB
ital-13279	265	30	algorithm	algorithm	NOUN
ital-13279	265	31	.	.	PUNCT
ital-13279	266	1	we	we	PRON
ital-13279	266	2	used	use	VERB
ital-13279	266	3	the	the	DET
ital-13279	266	4	svm	svm	PROPN
ital-13279	266	5	model	model	NOUN
ital-13279	266	6	to	to	PART
ital-13279	266	7	establish	establish	VERB
ital-13279	266	8	a	a	DET
ital-13279	266	9	hyperplane	hyperplane	NOUN
ital-13279	266	10	visualized	visualize	VERB
ital-13279	266	11	in	in	ADP
ital-13279	266	12	2dimensional	2dimensional	ADJ
ital-13279	266	13	form	form	NOUN
ital-13279	266	14	.	.	PUNCT
ital-13279	267	1	the	the	DET
ital-13279	267	2	legend	legend	NOUN
ital-13279	267	3	only	only	ADV
ital-13279	267	4	in	in	ADP
ital-13279	267	5	figure	figure	NOUN
ital-13279	267	6	10	10	NUM
ital-13279	267	7	shows	show	VERB
ital-13279	267	8	the	the	DET
ital-13279	267	9	data	data	NOUN
ital-13279	267	10	distribution	distribution	NOUN
ital-13279	267	11	of	of	ADP
ital-13279	267	12	the	the	DET
ital-13279	267	13	six	six	NUM
ital-13279	267	14	categories	category	NOUN
ital-13279	267	15	with	with	ADP
ital-13279	267	16	the	the	DET
ital-13279	267	17	highest	high	ADJ
ital-13279	267	18	proportion	proportion	NOUN
ital-13279	267	19	owing	owe	VERB
ital-13279	267	20	to	to	ADP
ital-13279	267	21	the	the	DET
ital-13279	267	22	large	large	ADJ
ital-13279	267	23	number	number	NOUN
ital-13279	267	24	of	of	ADP
ital-13279	267	25	categorized	categorize	VERB
ital-13279	267	26	data	datum	NOUN
ital-13279	267	27	.	.	PUNCT
ital-13279	268	1	to	to	PART
ital-13279	268	2	test	test	VERB
ital-13279	268	3	the	the	DET
ital-13279	268	4	classification	classification	NOUN
ital-13279	268	5	effect	effect	NOUN
ital-13279	268	6	of	of	ADP
ital-13279	268	7	the	the	DET
ital-13279	268	8	svm	svm	PROPN
ital-13279	268	9	model	model	NOUN
ital-13279	268	10	,	,	PUNCT
ital-13279	268	11	we	we	PRON
ital-13279	268	12	used	use	VERB
ital-13279	268	13	precision	precision	NOUN
ital-13279	268	14	and	and	CCONJ
ital-13279	268	15	recall	recall	NOUN
ital-13279	268	16	as	as	ADP
ital-13279	268	17	metrics	metric	NOUN
ital-13279	268	18	and	and	CCONJ
ital-13279	268	19	calculated	calculate	VERB
ital-13279	268	20	the	the	DET
ital-13279	268	21	f1	f1	PROPN
ital-13279	268	22	score	score	NOUN
ital-13279	268	23	to	to	PART
ital-13279	268	24	validate	validate	VERB
ital-13279	268	25	the	the	DET
ital-13279	268	26	model	model	NOUN
ital-13279	268	27	.	.	PUNCT
ital-13279	269	1	the	the	DET
ital-13279	269	2	results	result	NOUN
ital-13279	269	3	are	be	AUX
ital-13279	269	4	presented	present	VERB
ital-13279	269	5	in	in	ADP
ital-13279	269	6	table	table	NOUN
ital-13279	269	7	3	3	NUM
ital-13279	269	8	.	.	PUNCT
ital-13279	270	1	based	base	VERB
ital-13279	270	2	on	on	ADP
ital-13279	270	3	the	the	DET
ital-13279	270	4	created	create	VERB
ital-13279	270	5	svm	svm	PROPN
ital-13279	270	6	model	model	NOUN
ital-13279	270	7	,	,	PUNCT
ital-13279	270	8	95,680	95,680	NUM
ital-13279	270	9	catalog	catalog	NOUN
ital-13279	270	10	data	datum	NOUN
ital-13279	270	11	of	of	ADP
ital-13279	270	12	the	the	DET
ital-13279	270	13	hetu	hetu	NOUN
ital-13279	270	14	dangse	dangse	PROPN
ital-13279	270	15	were	be	AUX
ital-13279	270	16	predicted	predict	VERB
ital-13279	270	17	and	and	CCONJ
ital-13279	270	18	classified	classify	VERB
ital-13279	270	19	.	.	PUNCT
ital-13279	271	1	the	the	DET
ital-13279	271	2	results	result	NOUN
ital-13279	271	3	are	be	AUX
ital-13279	271	4	shown	show	VERB
ital-13279	271	5	in	in	ADP
ital-13279	271	6	figure	figure	NOUN
ital-13279	271	7	11	11	NUM
ital-13279	271	8	.	.	PUNCT
ital-13279	272	1	although	although	SCONJ
ital-13279	272	2	there	there	PRON
ital-13279	272	3	exist	exist	VERB
ital-13279	272	4	certain	certain	ADJ
ital-13279	272	5	deficiencies	deficiency	NOUN
ital-13279	272	6	in	in	ADP
ital-13279	272	7	accuracy	accuracy	NOUN
ital-13279	272	8	and	and	CCONJ
ital-13279	272	9	other	other	ADJ
ital-13279	272	10	aspects	aspect	NOUN
ital-13279	272	11	,	,	PUNCT
ital-13279	272	12	it	it	PRON
ital-13279	272	13	a	a	DET
ital-13279	272	14	positive	positive	ADJ
ital-13279	272	15	impact	impact	NOUN
ital-13279	272	16	for	for	ADP
ital-13279	272	17	the	the	DET
ital-13279	272	18	content	content	NOUN
ital-13279	272	19	research	research	NOUN
ital-13279	272	20	,	,	PUNCT
ital-13279	272	21	management	management	NOUN
ital-13279	272	22	,	,	PUNCT
ital-13279	272	23	utilization	utilization	NOUN
ital-13279	272	24	,	,	PUNCT
ital-13279	272	25	and	and	CCONJ
ital-13279	272	26	retrieval	retrieval	NOUN
ital-13279	272	27	discovery	discovery	NOUN
ital-13279	272	28	of	of	ADP
ital-13279	272	29	hetu	hetu	PROPN
ital-13279	272	30	dangse	dangse	PROPN
ital-13279	272	31	.	.	PUNCT
ital-13279	273	1	table	table	NOUN
ital-13279	273	2	3	3	NUM
ital-13279	273	3	.	.	PUNCT
ital-13279	273	4	svm	svm	PROPN
ital-13279	273	5	model	model	PROPN
ital-13279	273	6	validation	validation	NOUN
ital-13279	273	7	parameters	parameter	NOUN
ital-13279	273	8	result	result	VERB
ital-13279	273	9	precision	precision	NOUN
ital-13279	273	10	0.736	0.736	NUM
ital-13279	273	11	recall	recall	VERB
ital-13279	273	12	0.717	0.717	NUM
ital-13279	273	13	f1	f1	PROPN
ital-13279	273	14	score	score	NOUN
ital-13279	273	15	0.716	0.716	NUM
ital-13279	273	16	information	information	NOUN
ital-13279	273	17	technology	technology	NOUN
ital-13279	273	18	and	and	CCONJ
ital-13279	273	19	libraries	library	NOUN
ital-13279	273	20	september	september	PROPN
ital-13279	273	21	2021	2021	NUM
ital-13279	273	22	text	text	NOUN
ital-13279	273	23	analysis	analysis	NOUN
ital-13279	273	24	and	and	CCONJ
ital-13279	273	25	visualization	visualization	NOUN
ital-13279	273	26	research	research	NOUN
ital-13279	273	27	on	on	ADP
ital-13279	273	28	the	the	DET
ital-13279	273	29	hetu	hetu	NOUN
ital-13279	273	30	dangse	dangse	PROPN
ital-13279	273	31	|	|	PROPN
ital-13279	273	32	wang	wang	PROPN
ital-13279	273	33	,	,	PUNCT
ital-13279	273	34	wu	wu	PROPN
ital-13279	273	35	,	,	PUNCT
ital-13279	273	36	yu	yu	PROPN
ital-13279	273	37	,	,	PUNCT
ital-13279	273	38	and	and	CCONJ
ital-13279	273	39	song	song	NOUN
ital-13279	273	40	20	20	NUM
ital-13279	273	41	figure	figure	NOUN
ital-13279	273	42	10	10	NUM
ital-13279	273	43	.	.	PUNCT
ital-13279	274	1	svm	svm	PROPN
ital-13279	274	2	decision	decision	NOUN
ital-13279	274	3	region	region	NOUN
ital-13279	274	4	boundary	boundary	NOUN
ital-13279	274	5	.	.	PUNCT
ital-13279	275	1	figure	figure	VERB
ital-13279	275	2	11	11	NUM
ital-13279	275	3	.	.	PUNCT
ital-13279	276	1	hetu	hetu	PROPN
ital-13279	276	2	dangse	dangse	PROPN
ital-13279	276	3	catalog	catalog	PROPN
ital-13279	276	4	data	datum	NOUN
ital-13279	276	5	prediction	prediction	NOUN
ital-13279	276	6	classification	classification	NOUN
ital-13279	276	7	.	.	PUNCT
ital-13279	277	1	conclusion	conclusion	NOUN
ital-13279	277	2	in	in	ADP
ital-13279	277	3	this	this	DET
ital-13279	277	4	study	study	NOUN
ital-13279	277	5	,	,	PUNCT
ital-13279	277	6	we	we	PRON
ital-13279	277	7	used	use	VERB
ital-13279	277	8	machine	machine	NOUN
ital-13279	277	9	learning	learning	NOUN
ital-13279	277	10	to	to	PART
ital-13279	277	11	analyze	analyze	VERB
ital-13279	277	12	and	and	CCONJ
ital-13279	277	13	visualize	visualize	VERB
ital-13279	277	14	the	the	DET
ital-13279	277	15	catalog	catalog	NOUN
ital-13279	277	16	data	datum	NOUN
ital-13279	277	17	of	of	ADP
ital-13279	277	18	the	the	DET
ital-13279	277	19	hetu	hetu	NOUN
ital-13279	277	20	dangse	dangse	NOUN
ital-13279	277	21	,	,	PUNCT
ital-13279	277	22	revealing	reveal	VERB
ital-13279	277	23	the	the	DET
ital-13279	277	24	functional	functional	ADJ
ital-13279	277	25	relationship	relationship	NOUN
ital-13279	277	26	of	of	ADP
ital-13279	277	27	the	the	DET
ital-13279	277	28	qing	qing	NOUN
ital-13279	277	29	dynasty	dynasty	NOUN
ital-13279	277	30	,	,	PUNCT
ital-13279	277	31	shengjing	shengje	VERB
ital-13279	277	32	regional	regional	ADJ
ital-13279	277	33	institutions	institution	NOUN
ital-13279	277	34	recorded	record	VERB
ital-13279	277	35	in	in	ADP
ital-13279	277	36	this	this	DET
ital-13279	277	37	historical	historical	ADJ
ital-13279	277	38	document	document	NOUN
ital-13279	277	39	,	,	PUNCT
ital-13279	277	40	and	and	CCONJ
ital-13279	277	41	showing	show	VERB
ital-13279	277	42	the	the	DET
ital-13279	277	43	institutional	institutional	ADJ
ital-13279	277	44	communicated	communicate	VERB
ital-13279	277	45	relationships	relationship	NOUN
ital-13279	277	46	.	.	PUNCT
ital-13279	278	1	using	use	VERB
ital-13279	278	2	the	the	DET
ital-13279	278	3	svm	svm	PROPN
ital-13279	278	4	model	model	NOUN
ital-13279	278	5	,	,	PUNCT
ital-13279	278	6	we	we	PRON
ital-13279	278	7	achieved	achieve	VERB
ital-13279	278	8	automatic	automatic	ADJ
ital-13279	278	9	classification	classification	NOUN
ital-13279	278	10	of	of	ADP
ital-13279	278	11	the	the	DET
ital-13279	278	12	hetu	hetu	NOUN
ital-13279	278	13	dangse	dangse	PROPN
ital-13279	278	14	catalog	catalog	NOUN
ital-13279	278	15	from	from	ADP
ital-13279	278	16	the	the	DET
ital-13279	278	17	category	category	NOUN
ital-13279	278	18	perspective	perspective	NOUN
ital-13279	278	19	.	.	PUNCT
ital-13279	279	1	owing	owe	VERB
ital-13279	279	2	to	to	ADP
ital-13279	279	3	the	the	DET
ital-13279	279	4	massive	massive	ADJ
ital-13279	279	5	archives	archive	NOUN
ital-13279	279	6	of	of	ADP
ital-13279	279	7	historical	historical	ADJ
ital-13279	279	8	materials	material	NOUN
ital-13279	279	9	in	in	ADP
ital-13279	279	10	ancient	ancient	ADJ
ital-13279	279	11	china	china	PROPN
ital-13279	279	12	,	,	PUNCT
ital-13279	279	13	the	the	DET
ital-13279	279	14	information	information	NOUN
ital-13279	279	15	technology	technology	NOUN
ital-13279	279	16	and	and	CCONJ
ital-13279	279	17	libraries	library	NOUN
ital-13279	279	18	september	september	PROPN
ital-13279	279	19	2021	2021	NUM
ital-13279	279	20	text	text	NOUN
ital-13279	279	21	analysis	analysis	NOUN
ital-13279	279	22	and	and	CCONJ
ital-13279	279	23	visualization	visualization	NOUN
ital-13279	279	24	research	research	NOUN
ital-13279	279	25	on	on	ADP
ital-13279	279	26	the	the	DET
ital-13279	279	27	hetu	hetu	NOUN
ital-13279	279	28	dangse	dangse	PROPN
ital-13279	279	29	|	|	PROPN
ital-13279	279	30	wang	wang	PROPN
ital-13279	279	31	,	,	PUNCT
ital-13279	279	32	wu	wu	PROPN
ital-13279	279	33	,	,	PUNCT
ital-13279	279	34	yu	yu	PROPN
ital-13279	279	35	,	,	PUNCT
ital-13279	279	36	and	and	CCONJ
ital-13279	279	37	song	song	NOUN
ital-13279	279	38	21	21	NUM
ital-13279	279	39	fonts	font	NOUN
ital-13279	279	40	of	of	ADP
ital-13279	279	41	many	many	ADJ
ital-13279	279	42	historical	historical	ADJ
ital-13279	279	43	materials	material	NOUN
ital-13279	279	44	can	can	AUX
ital-13279	279	45	not	not	PART
ital-13279	279	46	be	be	AUX
ital-13279	279	47	recognized	recognize	VERB
ital-13279	279	48	by	by	ADP
ital-13279	279	49	computers	computer	NOUN
ital-13279	279	50	or	or	CCONJ
ital-13279	279	51	humans	human	NOUN
ital-13279	279	52	.	.	PUNCT
ital-13279	280	1	the	the	DET
ital-13279	280	2	digitization	digitization	NOUN
ital-13279	280	3	of	of	ADP
ital-13279	280	4	catalogs	catalog	NOUN
ital-13279	280	5	has	have	AUX
ital-13279	280	6	become	become	VERB
ital-13279	280	7	a	a	DET
ital-13279	280	8	digital	digital	ADJ
ital-13279	280	9	bridge	bridge	NOUN
ital-13279	280	10	between	between	ADP
ital-13279	280	11	researchers	researcher	NOUN
ital-13279	280	12	and	and	CCONJ
ital-13279	280	13	historical	historical	ADJ
ital-13279	280	14	documents	document	NOUN
ital-13279	280	15	.	.	PUNCT
ital-13279	281	1	this	this	PRON
ital-13279	281	2	not	not	PART
ital-13279	281	3	only	only	ADV
ital-13279	281	4	achieves	achieve	VERB
ital-13279	281	5	the	the	DET
ital-13279	281	6	concise	concise	ADJ
ital-13279	281	7	summary	summary	NOUN
ital-13279	281	8	and	and	CCONJ
ital-13279	281	9	refinement	refinement	NOUN
ital-13279	281	10	of	of	ADP
ital-13279	281	11	them	they	PRON
ital-13279	281	12	but	but	CCONJ
ital-13279	281	13	also	also	ADV
ital-13279	281	14	greatly	greatly	ADV
ital-13279	281	15	improves	improve	VERB
ital-13279	281	16	the	the	DET
ital-13279	281	17	utilization	utilization	NOUN
ital-13279	281	18	efficiency	efficiency	NOUN
ital-13279	281	19	by	by	ADP
ital-13279	281	20	researchers	researcher	NOUN
ital-13279	281	21	.	.	PUNCT
ital-13279	282	1	the	the	DET
ital-13279	282	2	svm	svm	PROPN
ital-13279	282	3	model	model	NOUN
ital-13279	282	4	can	can	AUX
ital-13279	282	5	“	"	PUNCT
ital-13279	282	6	learn	learn	VERB
ital-13279	282	7	”	"	PUNCT
ital-13279	282	8	through	through	ADP
ital-13279	282	9	the	the	DET
ital-13279	282	10	labeled	label	VERB
ital-13279	282	11	sample	sample	NOUN
ital-13279	282	12	data	datum	NOUN
ital-13279	282	13	and	and	CCONJ
ital-13279	282	14	realize	realize	VERB
ital-13279	282	15	automatic	automatic	ADJ
ital-13279	282	16	classification	classification	NOUN
ital-13279	282	17	of	of	ADP
ital-13279	282	18	large	large	ADJ
ital-13279	282	19	amounts	amount	NOUN
ital-13279	282	20	of	of	ADP
ital-13279	282	21	unlabeled	unlabeled	ADJ
ital-13279	282	22	catalog	catalog	NOUN
ital-13279	282	23	data	datum	NOUN
ital-13279	282	24	.	.	PUNCT
ital-13279	283	1	by	by	ADP
ital-13279	283	2	automatic	automatic	ADJ
ital-13279	283	3	classification	classification	NOUN
ital-13279	283	4	of	of	ADP
ital-13279	283	5	catalog	catalog	NOUN
ital-13279	283	6	data	datum	NOUN
ital-13279	283	7	,	,	PUNCT
ital-13279	283	8	historical	historical	ADJ
ital-13279	283	9	data	data	NOUN
ital-13279	283	10	researchers	researcher	NOUN
ital-13279	283	11	and	and	CCONJ
ital-13279	283	12	archive	archive	NOUN
ital-13279	283	13	managers	manager	NOUN
ital-13279	283	14	can	can	AUX
ital-13279	283	15	use	use	VERB
ital-13279	283	16	and	and	CCONJ
ital-13279	283	17	manage	manage	VERB
ital-13279	283	18	a	a	DET
ital-13279	283	19	large	large	ADJ
ital-13279	283	20	number	number	NOUN
ital-13279	283	21	of	of	ADP
ital-13279	283	22	historical	historical	ADJ
ital-13279	283	23	documents	document	NOUN
ital-13279	283	24	and	and	CCONJ
ital-13279	283	25	catalog	catalog	NOUN
ital-13279	283	26	data	datum	NOUN
ital-13279	283	27	more	more	ADV
ital-13279	283	28	effectively	effectively	ADV
ital-13279	283	29	,	,	PUNCT
ital-13279	283	30	greatly	greatly	ADV
ital-13279	283	31	increasing	increase	VERB
ital-13279	283	32	their	their	PRON
ital-13279	283	33	utilization	utilization	NOUN
ital-13279	283	34	.	.	PUNCT
ital-13279	284	1	the	the	DET
ital-13279	284	2	co	co	NOUN
ital-13279	284	3	-	-	NOUN
ital-13279	284	4	occurrence	occurrence	ADJ
ital-13279	284	5	algorithm	algorithm	NOUN
ital-13279	284	6	can	can	AUX
ital-13279	284	7	reveal	reveal	VERB
ital-13279	284	8	the	the	DET
ital-13279	284	9	rules	rule	NOUN
ital-13279	284	10	written	write	VERB
ital-13279	284	11	by	by	ADP
ital-13279	284	12	the	the	DET
ital-13279	284	13	catalog	catalog	NOUN
ital-13279	284	14	data	datum	NOUN
ital-13279	284	15	itself	itself	PRON
ital-13279	284	16	,	,	PUNCT
ital-13279	284	17	discover	discover	VERB
ital-13279	284	18	the	the	DET
ital-13279	284	19	distance	distance	NOUN
ital-13279	284	20	between	between	ADP
ital-13279	284	21	the	the	DET
ital-13279	284	22	catalog	catalog	NOUN
ital-13279	284	23	data	datum	NOUN
ital-13279	284	24	,	,	PUNCT
ital-13279	284	25	and	and	CCONJ
ital-13279	284	26	form	form	VERB
ital-13279	284	27	clusters	cluster	NOUN
ital-13279	284	28	providing	provide	VERB
ital-13279	284	29	a	a	DET
ital-13279	284	30	clearer	clear	ADJ
ital-13279	284	31	direction	direction	NOUN
ital-13279	284	32	for	for	SCONJ
ital-13279	284	33	researchers	researcher	NOUN
ital-13279	284	34	to	to	PART
ital-13279	284	35	use	use	VERB
ital-13279	284	36	historical	historical	ADJ
ital-13279	284	37	documents	document	NOUN
ital-13279	284	38	.	.	PUNCT
ital-13279	285	1	the	the	DET
ital-13279	285	2	algorithm	algorithm	PROPN
ital-13279	285	3	also	also	ADV
ital-13279	285	4	saves	save	VERB
ital-13279	285	5	time	time	NOUN
ital-13279	285	6	for	for	SCONJ
ital-13279	285	7	researchers	researcher	NOUN
ital-13279	285	8	to	to	PART
ital-13279	285	9	identify	identify	VERB
ital-13279	285	10	documents	document	NOUN
ital-13279	285	11	without	without	ADP
ital-13279	285	12	purpose	purpose	NOUN
ital-13279	285	13	,	,	PUNCT
ital-13279	285	14	making	make	VERB
ital-13279	285	15	content	content	NOUN
ital-13279	285	16	presentation	presentation	NOUN
ital-13279	285	17	of	of	ADP
ital-13279	285	18	historical	historical	ADJ
ital-13279	285	19	documents	document	NOUN
ital-13279	285	20	to	to	ADP
ital-13279	285	21	readers	reader	NOUN
ital-13279	285	22	clearer	clear	ADJ
ital-13279	285	23	.	.	PUNCT
ital-13279	286	1	this	this	DET
ital-13279	286	2	paper	paper	NOUN
ital-13279	286	3	improves	improve	VERB
ital-13279	286	4	archivists	archivist	NOUN
ital-13279	286	5	’	’	PART
ital-13279	286	6	awareness	awareness	NOUN
ital-13279	286	7	of	of	ADP
ital-13279	286	8	archive	archive	NOUN
ital-13279	286	9	data	datum	NOUN
ital-13279	286	10	compilation	compilation	NOUN
ital-13279	286	11	and	and	CCONJ
ital-13279	286	12	management	management	NOUN
ital-13279	286	13	.	.	PUNCT
ital-13279	287	1	first	first	ADV
ital-13279	287	2	,	,	PUNCT
ital-13279	287	3	data	datum	NOUN
ital-13279	287	4	is	be	AUX
ital-13279	287	5	observed	observe	VERB
ital-13279	287	6	,	,	PUNCT
ital-13279	287	7	topics	topic	NOUN
ital-13279	287	8	are	be	AUX
ital-13279	287	9	identified	identify	VERB
ital-13279	287	10	,	,	PUNCT
ital-13279	287	11	and	and	CCONJ
ital-13279	287	12	potential	potential	ADJ
ital-13279	287	13	relationships	relationship	NOUN
ital-13279	287	14	between	between	ADP
ital-13279	287	15	these	these	PRON
ital-13279	287	16	are	be	AUX
ital-13279	287	17	found	find	VERB
ital-13279	287	18	and	and	CCONJ
ital-13279	287	19	established	establish	VERB
ital-13279	287	20	to	to	PART
ital-13279	287	21	improve	improve	VERB
ital-13279	287	22	historical	historical	ADJ
ital-13279	287	23	archives	archive	NOUN
ital-13279	287	24	’	’	PART
ital-13279	287	25	compilation	compilation	NOUN
ital-13279	287	26	.	.	PUNCT
ital-13279	288	1	second	second	ADV
ital-13279	288	2	,	,	PUNCT
ital-13279	288	3	the	the	DET
ital-13279	288	4	visual	visual	ADJ
ital-13279	288	5	presentation	presentation	NOUN
ital-13279	288	6	method	method	NOUN
ital-13279	288	7	and	and	CCONJ
ital-13279	288	8	carrier	carrier	NOUN
ital-13279	288	9	is	be	AUX
ital-13279	288	10	chosen	choose	VERB
ital-13279	288	11	,	,	PUNCT
ital-13279	288	12	and	and	CCONJ
ital-13279	288	13	via	via	ADP
ital-13279	288	14	the	the	DET
ital-13279	288	15	web	web	NOUN
ital-13279	288	16	browser	browser	NOUN
ital-13279	288	17	established	establish	VERB
ital-13279	288	18	relationships	relationship	NOUN
ital-13279	288	19	are	be	AUX
ital-13279	288	20	visualized	visualize	VERB
ital-13279	288	21	for	for	SCONJ
ital-13279	288	22	the	the	DET
ital-13279	288	23	users	user	NOUN
ital-13279	288	24	to	to	PART
ital-13279	288	25	access	access	VERB
ital-13279	288	26	and	and	CCONJ
ital-13279	288	27	utilize	utilize	VERB
ital-13279	288	28	.	.	PUNCT
ital-13279	289	1	it	it	PRON
ital-13279	289	2	can	can	AUX
ital-13279	289	3	be	be	AUX
ital-13279	289	4	said	say	VERB
ital-13279	289	5	that	that	SCONJ
ital-13279	289	6	scientometric	scientometric	ADJ
ital-13279	289	7	research	research	NOUN
ital-13279	289	8	method	method	NOUN
ital-13279	289	9	can	can	AUX
ital-13279	289	10	promote	promote	VERB
ital-13279	289	11	the	the	DET
ital-13279	289	12	transformation	transformation	NOUN
ital-13279	289	13	of	of	ADP
ital-13279	289	14	historical	historical	ADJ
ital-13279	289	15	research	research	NOUN
ital-13279	289	16	and	and	CCONJ
ital-13279	289	17	archives	archive	NOUN
ital-13279	289	18	management	management	NOUN
ital-13279	289	19	and	and	CCONJ
ital-13279	289	20	compilation	compilation	NOUN
ital-13279	289	21	research	research	NOUN
ital-13279	289	22	from	from	ADP
ital-13279	289	23	traditional	traditional	ADJ
ital-13279	289	24	explanatory	explanatory	ADJ
ital-13279	289	25	scholarship	scholarship	NOUN
ital-13279	289	26	to	to	ADP
ital-13279	289	27	truth	truth	NOUN
ital-13279	289	28	-	-	PUNCT
ital-13279	289	29	seeking	seek	VERB
ital-13279	289	30	scholarship	scholarship	NOUN
ital-13279	289	31	.	.	PUNCT
ital-13279	290	1	currently	currently	ADV
ital-13279	290	2	,	,	PUNCT
ital-13279	290	3	the	the	DET
ital-13279	290	4	application	application	NOUN
ital-13279	290	5	of	of	ADP
ital-13279	290	6	machine	machine	NOUN
ital-13279	290	7	learning	learning	NOUN
ital-13279	290	8	technology	technology	NOUN
ital-13279	290	9	has	have	AUX
ital-13279	290	10	gradually	gradually	ADV
ital-13279	290	11	extended	extend	VERB
ital-13279	290	12	from	from	ADP
ital-13279	290	13	applied	apply	VERB
ital-13279	290	14	disciplines	discipline	NOUN
ital-13279	290	15	to	to	ADP
ital-13279	290	16	traditional	traditional	ADJ
ital-13279	290	17	fields	field	NOUN
ital-13279	290	18	of	of	ADP
ital-13279	290	19	literature	literature	NOUN
ital-13279	290	20	,	,	PUNCT
ital-13279	290	21	art	art	NOUN
ital-13279	290	22	,	,	PUNCT
ital-13279	290	23	and	and	CCONJ
ital-13279	290	24	sociology	sociology	NOUN
ital-13279	290	25	.	.	PUNCT
ital-13279	291	1	however	however	ADV
ital-13279	291	2	,	,	PUNCT
ital-13279	291	3	there	there	PRON
ital-13279	291	4	are	be	VERB
ital-13279	291	5	still	still	ADV
ital-13279	291	6	many	many	ADJ
ital-13279	291	7	opportunities	opportunity	NOUN
ital-13279	291	8	in	in	ADP
ital-13279	291	9	the	the	DET
ital-13279	291	10	field	field	NOUN
ital-13279	291	11	of	of	ADP
ital-13279	291	12	historical	historical	ADJ
ital-13279	291	13	research	research	NOUN
ital-13279	291	14	.	.	PUNCT
ital-13279	292	1	this	this	DET
ital-13279	292	2	study	study	NOUN
ital-13279	292	3	used	use	VERB
ital-13279	292	4	methods	method	NOUN
ital-13279	292	5	in	in	ADP
ital-13279	292	6	the	the	DET
ital-13279	292	7	field	field	NOUN
ital-13279	292	8	of	of	ADP
ital-13279	292	9	artificial	artificial	ADJ
ital-13279	292	10	intelligence	intelligence	NOUN
ital-13279	292	11	to	to	PART
ital-13279	292	12	conduct	conduct	VERB
ital-13279	292	13	text	text	NOUN
ital-13279	292	14	mining	mining	NOUN
ital-13279	292	15	and	and	CCONJ
ital-13279	292	16	visualize	visualize	VERB
ital-13279	292	17	the	the	DET
ital-13279	292	18	presentation	presentation	NOUN
ital-13279	292	19	of	of	ADP
ital-13279	292	20	historical	historical	ADJ
ital-13279	292	21	archive	archive	NOUN
ital-13279	292	22	document	document	NOUN
ital-13279	292	23	catalog	catalog	NOUN
ital-13279	292	24	data	datum	NOUN
ital-13279	292	25	and	and	CCONJ
ital-13279	292	26	proposes	propose	VERB
ital-13279	292	27	a	a	DET
ital-13279	292	28	new	new	ADJ
ital-13279	292	29	digital	digital	ADJ
ital-13279	292	30	and	and	CCONJ
ital-13279	292	31	intelligent	intelligent	ADJ
ital-13279	292	32	solution	solution	NOUN
ital-13279	292	33	for	for	ADP
ital-13279	292	34	researching	research	VERB
ital-13279	292	35	chinese	chinese	ADJ
ital-13279	292	36	historical	historical	ADJ
ital-13279	292	37	documents	document	NOUN
ital-13279	292	38	.	.	PUNCT
ital-13279	293	1	with	with	ADP
ital-13279	293	2	the	the	DET
ital-13279	293	3	development	development	NOUN
ital-13279	293	4	of	of	ADP
ital-13279	293	5	science	science	NOUN
ital-13279	293	6	and	and	CCONJ
ital-13279	293	7	technology	technology	NOUN
ital-13279	293	8	,	,	PUNCT
ital-13279	293	9	research	research	NOUN
ital-13279	293	10	methods	method	NOUN
ital-13279	293	11	for	for	ADP
ital-13279	293	12	historical	historical	ADJ
ital-13279	293	13	documents	document	NOUN
ital-13279	293	14	are	be	AUX
ital-13279	293	15	undergoing	undergo	VERB
ital-13279	293	16	constant	constant	ADJ
ital-13279	293	17	changes	change	NOUN
ital-13279	293	18	from	from	ADP
ital-13279	293	19	the	the	DET
ital-13279	293	20	traditional	traditional	ADJ
ital-13279	293	21	manual	manual	ADJ
ital-13279	293	22	subjective	subjective	ADJ
ital-13279	293	23	analysis	analysis	NOUN
ital-13279	293	24	of	of	ADP
ital-13279	293	25	historical	historical	ADJ
ital-13279	293	26	data	datum	NOUN
ital-13279	293	27	to	to	ADP
ital-13279	293	28	relying	rely	VERB
ital-13279	293	29	on	on	ADP
ital-13279	293	30	quantitative	quantitative	ADJ
ital-13279	293	31	analysis	analysis	NOUN
ital-13279	293	32	represented	represent	VERB
ital-13279	293	33	by	by	ADP
ital-13279	293	34	deep	deep	ADJ
ital-13279	293	35	learning	learning	NOUN
ital-13279	293	36	and	and	CCONJ
ital-13279	293	37	data	data	NOUN
ital-13279	293	38	mining	mining	NOUN
ital-13279	293	39	technology	technology	NOUN
ital-13279	293	40	.	.	PUNCT
ital-13279	294	1	it	it	PRON
ital-13279	294	2	is	be	AUX
ital-13279	294	3	an	an	DET
ital-13279	294	4	irreversible	irreversible	ADJ
ital-13279	294	5	trend	trend	NOUN
ital-13279	294	6	to	to	PART
ital-13279	294	7	research	research	VERB
ital-13279	294	8	historical	historical	ADJ
ital-13279	294	9	documents	document	NOUN
ital-13279	294	10	more	more	ADV
ital-13279	294	11	comprehensively	comprehensively	ADV
ital-13279	294	12	,	,	PUNCT
ital-13279	294	13	accurately	accurately	ADV
ital-13279	294	14	,	,	PUNCT
ital-13279	294	15	and	and	CCONJ
ital-13279	294	16	scientifically	scientifically	ADV
ital-13279	294	17	by	by	ADP
ital-13279	294	18	means	mean	NOUN
ital-13279	294	19	of	of	ADP
ital-13279	294	20	artificial	artificial	ADJ
ital-13279	294	21	intelligence	intelligence	NOUN
ital-13279	294	22	and	and	CCONJ
ital-13279	294	23	other	other	ADJ
ital-13279	294	24	technologies	technology	NOUN
ital-13279	294	25	on	on	ADP
ital-13279	294	26	the	the	DET
ital-13279	294	27	scientific	scientific	ADJ
ital-13279	294	28	frontier	frontier	NOUN
ital-13279	294	29	.	.	PUNCT
ital-13279	295	1	for	for	ADP
ital-13279	295	2	future	future	ADJ
ital-13279	295	3	work	work	NOUN
ital-13279	295	4	,	,	PUNCT
ital-13279	295	5	we	we	PRON
ital-13279	295	6	plan	plan	VERB
ital-13279	295	7	to	to	PART
ital-13279	295	8	conduct	conduct	VERB
ital-13279	295	9	research	research	NOUN
ital-13279	295	10	on	on	ADP
ital-13279	295	11	the	the	DET
ital-13279	295	12	qing	qing	NOUN
ital-13279	295	13	dynasty	dynasty	NOUN
ital-13279	295	14	historical	historical	ADJ
ital-13279	295	15	documents	document	NOUN
ital-13279	295	16	from	from	ADP
ital-13279	295	17	a	a	DET
ital-13279	295	18	deeper	deep	ADJ
ital-13279	295	19	semantic	semantic	ADJ
ital-13279	295	20	analysis	analysis	NOUN
ital-13279	295	21	level	level	NOUN
ital-13279	295	22	,	,	PUNCT
ital-13279	295	23	construct	construct	VERB
ital-13279	295	24	a	a	DET
ital-13279	295	25	knowledge	knowledge	NOUN
ital-13279	295	26	graph	graph	NOUN
ital-13279	295	27	through	through	ADP
ital-13279	295	28	the	the	DET
ital-13279	295	29	method	method	NOUN
ital-13279	295	30	of	of	ADP
ital-13279	295	31	named	name	VERB
ital-13279	295	32	entity	entity	NOUN
ital-13279	295	33	recognition	recognition	NOUN
ital-13279	295	34	,	,	PUNCT
ital-13279	295	35	and	and	CCONJ
ital-13279	295	36	construct	construct	VERB
ital-13279	295	37	an	an	DET
ital-13279	295	38	ontological	ontological	ADJ
ital-13279	295	39	model	model	NOUN
ital-13279	295	40	transforming	transform	VERB
ital-13279	295	41	historical	historical	ADJ
ital-13279	295	42	documents	document	NOUN
ital-13279	295	43	into	into	ADP
ital-13279	295	44	a	a	DET
ital-13279	295	45	structured	structured	ADJ
ital-13279	295	46	knowledge	knowledge	NOUN
ital-13279	295	47	base	base	NOUN
ital-13279	295	48	to	to	PART
ital-13279	295	49	discover	discover	VERB
ital-13279	295	50	new	new	ADJ
ital-13279	295	51	knowledge	knowledge	NOUN
ital-13279	295	52	from	from	ADP
ital-13279	295	53	historical	historical	ADJ
ital-13279	295	54	documents	document	NOUN
ital-13279	295	55	in	in	ADP
ital-13279	295	56	an	an	DET
ital-13279	295	57	automated	automate	VERB
ital-13279	295	58	manner	manner	NOUN
ital-13279	295	59	.	.	PUNCT
ital-13279	296	1	acknowledgments	acknowledgment	NOUN
ital-13279	296	2	funding	funding	NOUN
ital-13279	296	3	statement	statement	NOUN
ital-13279	296	4	this	this	DET
ital-13279	296	5	work	work	NOUN
ital-13279	296	6	was	be	AUX
ital-13279	296	7	supported	support	VERB
ital-13279	296	8	by	by	ADP
ital-13279	296	9	the	the	DET
ital-13279	296	10	general	general	ADJ
ital-13279	296	11	program	program	NOUN
ital-13279	296	12	of	of	ADP
ital-13279	296	13	the	the	DET
ital-13279	296	14	national	national	ADJ
ital-13279	296	15	natural	natural	ADJ
ital-13279	296	16	science	science	NOUN
ital-13279	296	17	foundation	foundation	NOUN
ital-13279	296	18	of	of	ADP
ital-13279	296	19	china	china	PROPN
ital-13279	296	20	[	[	PUNCT
ital-13279	296	21	grant	grant	VERB
ital-13279	296	22	number	number	NOUN
ital-13279	296	23	72074060	72074060	NUM
ital-13279	296	24	]	]	PUNCT
ital-13279	296	25	,	,	PUNCT
ital-13279	296	26	the	the	DET
ital-13279	296	27	research	research	NOUN
ital-13279	296	28	foundation	foundation	NOUN
ital-13279	296	29	of	of	ADP
ital-13279	296	30	the	the	DET
ital-13279	296	31	ministry	ministry	PROPN
ital-13279	296	32	of	of	ADP
ital-13279	296	33	education	education	PROPN
ital-13279	296	34	of	of	ADP
ital-13279	296	35	china	china	PROPN
ital-13279	296	36	[	[	PUNCT
ital-13279	296	37	grant	grant	NOUN
ital-13279	296	38	number	number	NOUN
ital-13279	296	39	20jhq012	20jhq012	NOUN
ital-13279	296	40	]	]	PUNCT
ital-13279	296	41	,	,	PUNCT
ital-13279	296	42	and	and	CCONJ
ital-13279	296	43	the	the	DET
ital-13279	296	44	national	national	ADJ
ital-13279	296	45	social	social	ADJ
ital-13279	296	46	science	science	PROPN
ital-13279	296	47	fund	fund	NOUN
ital-13279	296	48	of	of	ADP
ital-13279	296	49	china	china	PROPN
ital-13279	296	50	[	[	PUNCT
ital-13279	296	51	grant	grant	NOUN
ital-13279	296	52	number	number	NOUN
ital-13279	296	53	16btq089	16btq089	NOUN
ital-13279	296	54	]	]	PUNCT
ital-13279	296	55	.	.	PUNCT
ital-13279	297	1	data	datum	NOUN
ital-13279	297	2	accessibility	accessibility	NOUN
ital-13279	297	3	the	the	DET
ital-13279	297	4	data	datum	NOUN
ital-13279	297	5	sets	set	NOUN
ital-13279	297	6	supporting	support	VERB
ital-13279	297	7	this	this	DET
ital-13279	297	8	article	article	NOUN
ital-13279	297	9	have	have	AUX
ital-13279	297	10	been	be	AUX
ital-13279	297	11	uploaded	upload	VERB
ital-13279	297	12	as	as	ADP
ital-13279	297	13	part	part	NOUN
ital-13279	297	14	of	of	ADP
ital-13279	297	15	the	the	DET
ital-13279	297	16	supplementary	supplementary	ADJ
ital-13279	297	17	material	material	NOUN
ital-13279	297	18	.	.	PUNCT
ital-13279	298	1	https://drive.google.com/drive/folders/1bzs17otruyva_qkbshmf836ygdti40y0?usp=sharing	https://drive.google.com/drive/folders/1bzs17otruyva_qkbshmf836ygdti40y0?usp=sharing	NOUN
ital-13279	298	2	https://drive.google.com/drive/folders/1bzs17otruyva_qkbshmf836ygdti40y0?usp=sharing	https://drive.google.com/drive/folders/1bzs17otruyva_qkbshmf836ygdti40y0?usp=sharing	NOUN
ital-13279	298	3	information	information	NOUN
ital-13279	298	4	technology	technology	NOUN
ital-13279	298	5	and	and	CCONJ
ital-13279	298	6	libraries	library	NOUN
ital-13279	298	7	september	september	PROPN
ital-13279	298	8	2021	2021	NUM
ital-13279	298	9	text	text	NOUN
ital-13279	298	10	analysis	analysis	NOUN
ital-13279	298	11	and	and	CCONJ
ital-13279	298	12	visualization	visualization	NOUN
ital-13279	298	13	research	research	NOUN
ital-13279	298	14	on	on	ADP
ital-13279	298	15	the	the	DET
ital-13279	298	16	hetu	hetu	NOUN
ital-13279	298	17	dangse	dangse	PROPN
ital-13279	298	18	|	|	PROPN
ital-13279	298	19	wang	wang	PROPN
ital-13279	298	20	,	,	PUNCT
ital-13279	298	21	wu	wu	PROPN
ital-13279	298	22	,	,	PUNCT
ital-13279	298	23	yu	yu	PROPN
ital-13279	298	24	,	,	PUNCT
ital-13279	298	25	and	and	CCONJ
ital-13279	298	26	song	song	NOUN
ital-13279	298	27	22	22	NUM
ital-13279	298	28	competing	compete	VERB
ital-13279	298	29	interests	interest	NOUN
ital-13279	298	30	we	we	PRON
ital-13279	298	31	have	have	VERB
ital-13279	298	32	no	no	DET
ital-13279	298	33	competing	compete	VERB
ital-13279	298	34	interests	interest	NOUN
ital-13279	298	35	.	.	PUNCT
ital-13279	299	1	endnotes	endnote	VERB
ital-13279	299	2	1	1	NUM
ital-13279	299	3	wang	wang	PROPN
ital-13279	299	4	tao	tao	PROPN
ital-13279	299	5	,	,	PUNCT
ital-13279	299	6	“	"	PUNCT
ital-13279	299	7	data	data	NOUN
ital-13279	299	8	mining	mining	NOUN
ital-13279	299	9	of	of	ADP
ital-13279	299	10	german	german	ADJ
ital-13279	299	11	historical	historical	ADJ
ital-13279	299	12	documents	document	NOUN
ital-13279	299	13	in	in	ADP
ital-13279	299	14	the	the	DET
ital-13279	299	15	18th	18th	ADJ
ital-13279	299	16	century	century	NOUN
ital-13279	299	17	,	,	PUNCT
ital-13279	299	18	taking	take	VERB
ital-13279	299	19	topic	topic	NOUN
ital-13279	299	20	models	model	NOUN
ital-13279	299	21	as	as	ADP
ital-13279	299	22	examples	example	NOUN
ital-13279	299	23	,	,	PUNCT
ital-13279	299	24	”	"	PUNCT
ital-13279	299	25	xuehai	xuehai	PROPN
ital-13279	299	26	1	1	NUM
ital-13279	299	27	,	,	PUNCT
ital-13279	299	28	no	no	NOUN
ital-13279	299	29	.	.	NOUN
ital-13279	299	30	20	20	NUM
ital-13279	299	31	(	(	PUNCT
ital-13279	299	32	2017	2017	NUM
ital-13279	299	33	):	):	PUNCT
ital-13279	299	34	206–16	206–16	NUM
ital-13279	299	35	,	,	PUNCT
ital-13279	299	36	https://doi.org/10.16091/j.cnki.cn321308/c.2017.01.021	https://doi.org/10.16091/j.cnki.cn321308/c.2017.01.021	PROPN
ital-13279	299	37	.	.	PROPN
ital-13279	300	1	2	2	NUM
ital-13279	300	2	kaixu	kaixu	PROPN
ital-13279	300	3	zhang	zhang	PROPN
ital-13279	300	4	and	and	CCONJ
ital-13279	300	5	yunqing	yunqing	PROPN
ital-13279	300	6	xia	xia	PROPN
ital-13279	300	7	,	,	PUNCT
ital-13279	300	8	“	"	PUNCT
ital-13279	300	9	crf	crf	NOUN
ital-13279	300	10	-	-	PUNCT
ital-13279	300	11	based	base	VERB
ital-13279	300	12	approach	approach	NOUN
ital-13279	300	13	to	to	PART
ital-13279	300	14	sentence	sentence	VERB
ital-13279	300	15	segmentation	segmentation	NOUN
ital-13279	300	16	and	and	CCONJ
ital-13279	300	17	punctuation	punctuation	NOUN
ital-13279	300	18	for	for	ADP
ital-13279	300	19	ancient	ancient	ADJ
ital-13279	300	20	chinese	chinese	ADJ
ital-13279	300	21	prose	prose	NOUN
ital-13279	300	22	,	,	PUNCT
ital-13279	300	23	”	"	PUNCT
ital-13279	300	24	journal	journal	PROPN
ital-13279	300	25	of	of	ADP
ital-13279	300	26	tsinghua	tsinghua	PROPN
ital-13279	300	27	university	university	PROPN
ital-13279	300	28	(	(	PUNCT
ital-13279	300	29	science	science	NOUN
ital-13279	300	30	and	and	CCONJ
ital-13279	300	31	technology	technology	NOUN
ital-13279	300	32	)	)	PUNCT
ital-13279	300	33	10	10	NUM
ital-13279	300	34	,	,	PUNCT
ital-13279	300	35	no	no	NOUN
ital-13279	300	36	.	.	NOUN
ital-13279	300	37	27	27	NUM
ital-13279	300	38	(	(	PUNCT
ital-13279	300	39	2009	2009	NUM
ital-13279	300	40	):	):	PUNCT
ital-13279	300	41	39–49	39–49	NUM
ital-13279	300	42	,	,	PUNCT
ital-13279	300	43	https://doi.org/10.16511/j.cnki.qhdxxb.2009.10.027	https://doi.org/10.16511/j.cnki.qhdxxb.2009.10.027	NUM
ital-13279	300	44	.	.	PUNCT
ital-13279	301	1	3	3	NUM
ital-13279	301	2	michael	michael	PROPN
ital-13279	301	3	stauffer	stauffer	PROPN
ital-13279	301	4	,	,	PUNCT
ital-13279	301	5	andreas	andreas	PROPN
ital-13279	301	6	fischer	fischer	ADV
ital-13279	301	7	,	,	PUNCT
ital-13279	301	8	and	and	CCONJ
ital-13279	301	9	kaspar	kaspar	PROPN
ital-13279	301	10	riesen	riesen	VERB
ital-13279	301	11	,	,	PUNCT
ital-13279	301	12	“	"	PUNCT
ital-13279	301	13	keyword	keyword	NOUN
ital-13279	301	14	spotting	spot	VERB
ital-13279	301	15	in	in	ADP
ital-13279	301	16	historical	historical	ADJ
ital-13279	301	17	handwritten	handwritten	ADJ
ital-13279	301	18	documents	document	NOUN
ital-13279	301	19	based	base	VERB
ital-13279	301	20	on	on	ADP
ital-13279	301	21	graph	graph	NOUN
ital-13279	301	22	matching	matching	NOUN
ital-13279	301	23	,	,	PUNCT
ital-13279	301	24	”	"	PUNCT
ital-13279	301	25	pattern	pattern	NOUN
ital-13279	301	26	recognition	recognition	NOUN
ital-13279	301	27	81	81	NUM
ital-13279	301	28	(	(	PUNCT
ital-13279	301	29	2018	2018	NUM
ital-13279	301	30	):	):	PUNCT
ital-13279	301	31	240–53	240–53	NUM
ital-13279	301	32	,	,	PUNCT
ital-13279	301	33	https://doi.org/10.1016/j.patcog.2018.04.001	https://doi.org/10.1016/j.patcog.2018.04.001	NUM
ital-13279	301	34	;	;	PUNCT
ital-13279	301	35	wu	wu	PROPN
ital-13279	301	36	sihang	sihang	PROPN
ital-13279	301	37	et	et	PROPN
ital-13279	301	38	al	al	PROPN
ital-13279	301	39	.	.	PROPN
ital-13279	301	40	,	,	PUNCT
ital-13279	301	41	“	"	PUNCT
ital-13279	301	42	precise	precise	ADJ
ital-13279	301	43	detection	detection	NOUN
ital-13279	301	44	of	of	ADP
ital-13279	301	45	chinese	chinese	ADJ
ital-13279	301	46	characters	character	NOUN
ital-13279	301	47	in	in	ADP
ital-13279	301	48	historical	historical	ADJ
ital-13279	301	49	documents	document	NOUN
ital-13279	301	50	with	with	ADP
ital-13279	301	51	deep	deep	ADJ
ital-13279	301	52	reinforcement	reinforcement	NOUN
ital-13279	301	53	learning	learning	NOUN
ital-13279	301	54	,	,	PUNCT
ital-13279	301	55	”	"	PUNCT
ital-13279	301	56	pattern	pattern	NOUN
ital-13279	301	57	recognition	recognition	NOUN
ital-13279	301	58	107	107	NUM
ital-13279	301	59	(	(	PUNCT
ital-13279	301	60	2020	2020	NUM
ital-13279	301	61	):	):	PUNCT
ital-13279	301	62	107503	107503	NUM
ital-13279	301	63	,	,	PUNCT
ital-13279	301	64	https://doi.org/10.1016/j.patcog.2020.107503	https://doi.org/10.1016/j.patcog.2020.107503	PROPN
ital-13279	301	65	.	.	PUNCT
ital-13279	302	1	4	4	NUM
ital-13279	302	2	renata	renata	NOUN
ital-13279	302	3	solar	solar	ADJ
ital-13279	302	4	and	and	CCONJ
ital-13279	302	5	dalibor	dalibor	PROPN
ital-13279	302	6	radovan	radovan	PROPN
ital-13279	302	7	,	,	PUNCT
ital-13279	302	8	“	"	PUNCT
ital-13279	302	9	use	use	NOUN
ital-13279	302	10	of	of	ADP
ital-13279	302	11	gis	gis	NOUN
ital-13279	302	12	for	for	ADP
ital-13279	302	13	presentation	presentation	NOUN
ital-13279	302	14	of	of	ADP
ital-13279	302	15	the	the	DET
ital-13279	302	16	map	map	NOUN
ital-13279	302	17	and	and	CCONJ
ital-13279	302	18	pictorial	pictorial	ADJ
ital-13279	302	19	collection	collection	NOUN
ital-13279	302	20	of	of	ADP
ital-13279	302	21	the	the	DET
ital-13279	302	22	national	national	PROPN
ital-13279	302	23	and	and	CCONJ
ital-13279	302	24	university	university	PROPN
ital-13279	302	25	library	library	NOUN
ital-13279	302	26	of	of	ADP
ital-13279	302	27	slovenia	slovenia	PROPN
ital-13279	302	28	,	,	PUNCT
ital-13279	302	29	”	"	PUNCT
ital-13279	302	30	information	information	NOUN
ital-13279	302	31	technology	technology	NOUN
ital-13279	302	32	and	and	CCONJ
ital-13279	302	33	libraries	librarie	VERB
ital-13279	302	34	24	24	NUM
ital-13279	302	35	,	,	PUNCT
ital-13279	302	36	no	no	NOUN
ital-13279	302	37	.	.	NOUN
ital-13279	302	38	4	4	NUM
ital-13279	302	39	(	(	PUNCT
ital-13279	302	40	2005	2005	NUM
ital-13279	302	41	):	):	PUNCT
ital-13279	302	42	196–200	196–200	NUM
ital-13279	302	43	,	,	PUNCT
ital-13279	302	44	https://doi.org/10.6017/ital.v24i4.3385	https://doi.org/10.6017/ital.v24i4.3385	PROPN
ital-13279	302	45	.	.	PUNCT
ital-13279	303	1	5	5	NUM
ital-13279	303	2	shaochun	shaochun	PROPN
ital-13279	303	3	dong	dong	PROPN
ital-13279	303	4	et	et	PROPN
ital-13279	304	1	al	al	PROPN
ital-13279	304	2	.	.	PROPN
ital-13279	304	3	,	,	PUNCT
ital-13279	304	4	“	"	PUNCT
ital-13279	304	5	semantic	semantic	ADJ
ital-13279	304	6	enhanced	enhance	VERB
ital-13279	304	7	webgis	webgis	NOUN
ital-13279	304	8	approach	approach	NOUN
ital-13279	304	9	to	to	PART
ital-13279	304	10	visualize	visualize	VERB
ital-13279	304	11	chinese	chinese	ADJ
ital-13279	304	12	historical	historical	ADJ
ital-13279	304	13	natural	natural	ADJ
ital-13279	304	14	hazards	hazard	NOUN
ital-13279	304	15	,	,	PUNCT
ital-13279	304	16	”	"	PUNCT
ital-13279	304	17	journal	journal	PROPN
ital-13279	304	18	of	of	ADP
ital-13279	304	19	cultural	cultural	ADJ
ital-13279	304	20	heritage	heritage	PROPN
ital-13279	304	21	14	14	NUM
ital-13279	304	22	,	,	PUNCT
ital-13279	304	23	no	no	NOUN
ital-13279	304	24	.	.	NOUN
ital-13279	304	25	3	3	NUM
ital-13279	304	26	(	(	PUNCT
ital-13279	304	27	2013	2013	NUM
ital-13279	304	28	):	):	PUNCT
ital-13279	304	29	181–89	181–89	NUM
ital-13279	304	30	,	,	PUNCT
ital-13279	304	31	https://doi.org/10.1016/j.culher.2012.06.009	https://doi.org/10.1016/j.culher.2012.06.009	NUM
ital-13279	304	32	;	;	PUNCT
ital-13279	304	33	jakub	jakub	ADJ
ital-13279	304	34	kuna	kuna	NOUN
ital-13279	304	35	and	and	CCONJ
ital-13279	304	36	łukasz	łukasz	NOUN
ital-13279	304	37	kowalski	kowalski	PROPN
ital-13279	304	38	,	,	PUNCT
ital-13279	304	39	“	"	PUNCT
ital-13279	304	40	exploring	explore	VERB
ital-13279	304	41	a	a	DET
ital-13279	304	42	non	non	ADJ
ital-13279	304	43	-	-	ADJ
ital-13279	304	44	existent	existent	ADJ
ital-13279	304	45	city	city	NOUN
ital-13279	304	46	via	via	ADP
ital-13279	304	47	historical	historical	ADJ
ital-13279	304	48	gis	gis	NOUN
ital-13279	304	49	system	system	NOUN
ital-13279	304	50	by	by	ADP
ital-13279	304	51	the	the	DET
ital-13279	304	52	example	example	NOUN
ital-13279	304	53	of	of	ADP
ital-13279	304	54	the	the	DET
ital-13279	304	55	jewish	jewish	ADJ
ital-13279	304	56	district	district	NOUN
ital-13279	304	57	‘	'	PUNCT
ital-13279	304	58	podzamcze	podzamcze	NOUN
ital-13279	304	59	’	'	PUNCT
ital-13279	304	60	in	in	ADP
ital-13279	304	61	lublin	lublin	PROPN
ital-13279	304	62	(	(	PUNCT
ital-13279	304	63	poland	poland	PROPN
ital-13279	304	64	)	)	PUNCT
ital-13279	304	65	,	,	PUNCT
ital-13279	304	66	”	"	PUNCT
ital-13279	304	67	journal	journal	PROPN
ital-13279	304	68	of	of	ADP
ital-13279	304	69	cultural	cultural	ADJ
ital-13279	304	70	heritage	heritage	NOUN
ital-13279	304	71	46	46	NUM
ital-13279	304	72	(	(	PUNCT
ital-13279	304	73	2020	2020	NUM
ital-13279	304	74	):	):	PUNCT
ital-13279	304	75	328–34	328–34	PROPN
ital-13279	304	76	,	,	PUNCT
ital-13279	304	77	https://doi.org/10.1016/j.culher.2020.07.010	https://doi.org/10.1016/j.culher.2020.07.010	NUM
ital-13279	304	78	.	.	PUNCT
ital-13279	304	79	6	6	NUM
ital-13279	304	80	aleksandrs	aleksandrs	PROPN
ital-13279	304	81	ivanovs	ivanovs	NOUN
ital-13279	304	82	and	and	CCONJ
ital-13279	304	83	aleksey	aleksey	ADV
ital-13279	304	84	varfolomeyev	varfolomeyev	PROPN
ital-13279	304	85	,	,	PUNCT
ital-13279	304	86	“	"	PUNCT
ital-13279	304	87	service	service	NOUN
ital-13279	304	88	-	-	PUNCT
ital-13279	304	89	oriented	orient	VERB
ital-13279	304	90	architecture	architecture	NOUN
ital-13279	304	91	of	of	ADP
ital-13279	304	92	intelligent	intelligent	ADJ
ital-13279	304	93	environment	environment	NOUN
ital-13279	304	94	for	for	ADP
ital-13279	304	95	historical	historical	ADJ
ital-13279	304	96	records	record	NOUN
ital-13279	304	97	studies	study	NOUN
ital-13279	304	98	,	,	PUNCT
ital-13279	304	99	”	"	PUNCT
ital-13279	304	100	procedia	procedia	PROPN
ital-13279	304	101	computer	computer	NOUN
ital-13279	304	102	science	science	NOUN
ital-13279	304	103	104	104	NUM
ital-13279	304	104	(	(	PUNCT
ital-13279	304	105	2017	2017	NUM
ital-13279	304	106	):	):	PUNCT
ital-13279	304	107	57–64	57–64	NUM
ital-13279	304	108	,	,	PUNCT
ital-13279	304	109	http://doi.org/10.1016/j.procs.2017.01.062	http://doi.org/10.1016/j.procs.2017.01.062	NUM
ital-13279	304	110	;	;	PUNCT
ital-13279	304	111	guus	guus	PROPN
ital-13279	304	112	schreiber	schreiber	PROPN
ital-13279	304	113	et	et	PROPN
ital-13279	305	1	al	al	PROPN
ital-13279	305	2	.	.	PROPN
ital-13279	305	3	,	,	PUNCT
ital-13279	305	4	“	"	PUNCT
ital-13279	305	5	semantic	semantic	ADJ
ital-13279	305	6	annotation	annotation	NOUN
ital-13279	305	7	and	and	CCONJ
ital-13279	305	8	search	search	NOUN
ital-13279	305	9	of	of	ADP
ital-13279	305	10	cultural	cultural	ADJ
ital-13279	305	11	-	-	PUNCT
ital-13279	305	12	heritage	heritage	NOUN
ital-13279	305	13	collections	collection	NOUN
ital-13279	305	14	:	:	PUNCT
ital-13279	305	15	the	the	DET
ital-13279	305	16	multimedian	multimedian	ADJ
ital-13279	305	17	e	e	NOUN
ital-13279	305	18	-	-	NOUN
ital-13279	305	19	culture	culture	NOUN
ital-13279	305	20	demonstrator	demonstrator	NOUN
ital-13279	305	21	,	,	PUNCT
ital-13279	305	22	”	"	PUNCT
ital-13279	305	23	journal	journal	PROPN
ital-13279	305	24	of	of	ADP
ital-13279	305	25	web	web	NOUN
ital-13279	305	26	semantics	semantic	NOUN
ital-13279	305	27	6	6	NUM
ital-13279	305	28	,	,	PUNCT
ital-13279	305	29	no	no	NOUN
ital-13279	305	30	.	.	NOUN
ital-13279	305	31	4	4	NUM
ital-13279	305	32	(	(	PUNCT
ital-13279	305	33	2008	2008	NUM
ital-13279	305	34	):	):	PUNCT
ital-13279	305	35	243–49	243–49	NUM
ital-13279	305	36	,	,	PUNCT
ital-13279	305	37	https://doi.org/10.1016/j.websem.2008.08.001	https://doi.org/10.1016/j.websem.2008.08.001	NUM
ital-13279	305	38	.	.	PUNCT
ital-13279	306	1	7	7	NUM
ital-13279	306	2	m	m	PROPN
ital-13279	306	3	kim	kim	PROPN
ital-13279	306	4	et	et	PROPN
ital-13279	307	1	al	al	PROPN
ital-13279	307	2	.	.	PROPN
ital-13279	307	3	,	,	PUNCT
ital-13279	307	4	“	"	PUNCT
ital-13279	307	5	inference	inference	NOUN
ital-13279	307	6	on	on	ADP
ital-13279	307	7	historical	historical	ADJ
ital-13279	307	8	factions	faction	NOUN
ital-13279	307	9	based	base	VERB
ital-13279	307	10	on	on	ADP
ital-13279	307	11	multi	multi	ADJ
ital-13279	307	12	-	-	ADJ
ital-13279	307	13	layered	layered	ADJ
ital-13279	307	14	network	network	NOUN
ital-13279	307	15	of	of	ADP
ital-13279	307	16	historical	historical	ADJ
ital-13279	307	17	figures	figure	NOUN
ital-13279	307	18	,	,	PUNCT
ital-13279	307	19	”	"	PUNCT
ital-13279	307	20	expert	expert	NOUN
ital-13279	307	21	systems	system	NOUN
ital-13279	307	22	with	with	ADP
ital-13279	307	23	applications	application	NOUN
ital-13279	307	24	161	161	NUM
ital-13279	307	25	(	(	PUNCT
ital-13279	307	26	2020	2020	NUM
ital-13279	307	27	):	):	PUNCT
ital-13279	307	28	113703	113703	NUM
ital-13279	307	29	,	,	PUNCT
ital-13279	307	30	http://doi.org/10.1016/j.eswa.2020.113703	http://doi.org/10.1016/j.eswa.2020.113703	PROPN
ital-13279	307	31	.	.	PROPN
ital-13279	307	32	8	8	NUM
ital-13279	307	33	hobson	hobson	PROPN
ital-13279	307	34	lane	lane	PROPN
ital-13279	307	35	,	,	PUNCT
ital-13279	307	36	cole	cole	PROPN
ital-13279	307	37	howard	howard	PROPN
ital-13279	307	38	,	,	PUNCT
ital-13279	307	39	hannes	hannes	PROPN
ital-13279	307	40	hapke	hapke	PROPN
ital-13279	307	41	,	,	PUNCT
ital-13279	307	42	natural	natural	ADJ
ital-13279	307	43	language	language	NOUN
ital-13279	307	44	processing	processing	NOUN
ital-13279	307	45	in	in	ADP
ital-13279	307	46	action	action	NOUN
ital-13279	307	47	:	:	PUNCT
ital-13279	307	48	understanding	understanding	NOUN
ital-13279	307	49	,	,	PUNCT
ital-13279	307	50	analyzing	analyze	VERB
ital-13279	307	51	,	,	PUNCT
ital-13279	307	52	and	and	CCONJ
ital-13279	307	53	generating	generate	VERB
ital-13279	307	54	text	text	NOUN
ital-13279	307	55	with	with	ADP
ital-13279	307	56	python	python	PROPN
ital-13279	307	57	(	(	PUNCT
ital-13279	307	58	new	new	PROPN
ital-13279	307	59	york	york	PROPN
ital-13279	307	60	:	:	PUNCT
ital-13279	307	61	manning	man	VERB
ital-13279	307	62	publications	publication	NOUN
ital-13279	307	63	,	,	PUNCT
ital-13279	307	64	2019	2019	NUM
ital-13279	307	65	)	)	PUNCT
ital-13279	307	66	,	,	PUNCT
ital-13279	307	67	165	165	NUM
ital-13279	307	68	.	.	SYM
ital-13279	307	69	9	9	NUM
ital-13279	307	70	laurens	laurens	PROPN
ital-13279	307	71	van	van	PROPN
ital-13279	307	72	der	der	PROPN
ital-13279	307	73	maaten	maaten	PROPN
ital-13279	307	74	,	,	PUNCT
ital-13279	307	75	eric	eric	PROPN
ital-13279	307	76	postma	postma	PROPN
ital-13279	307	77	,	,	PUNCT
ital-13279	307	78	and	and	CCONJ
ital-13279	307	79	jaap	jaap	PROPN
ital-13279	307	80	van	van	PROPN
ital-13279	307	81	den	den	PROPN
ital-13279	307	82	herik	herik	PROPN
ital-13279	307	83	,	,	PUNCT
ital-13279	307	84	“	"	PUNCT
ital-13279	307	85	dimensionality	dimensionality	NOUN
ital-13279	307	86	reduction	reduction	NOUN
ital-13279	307	87	:	:	PUNCT
ital-13279	307	88	a	a	DET
ital-13279	307	89	comparative	comparative	ADJ
ital-13279	307	90	review	review	NOUN
ital-13279	307	91	,	,	PUNCT
ital-13279	307	92	”	"	PUNCT
ital-13279	307	93	tilburg	tilburg	PROPN
ital-13279	307	94	university	university	PROPN
ital-13279	307	95	technical	technical	ADJ
ital-13279	307	96	report	report	NOUN
ital-13279	307	97	,	,	PUNCT
ital-13279	307	98	ticc	ticc	NOUN
ital-13279	307	99	-	-	PUNCT
ital-13279	307	100	tr	tr	NOUN
ital-13279	307	101	2009	2009	NUM
ital-13279	307	102	-	-	SYM
ital-13279	307	103	005	005	NUM
ital-13279	307	104	(	(	PUNCT
ital-13279	307	105	2009	2009	NUM
ital-13279	307	106	)	)	PUNCT
ital-13279	307	107	,	,	PUNCT
ital-13279	307	108	https://lvdmaaten.github.io/publications/papers/tr_dimensionality_reduction_review_200	https://lvdmaaten.github.io/publications/papers/tr_dimensionality_reduction_review_200	NOUN
ital-13279	307	109	9.pdf	9.pdf	NOUN
ital-13279	307	110	.	.	PUNCT
ital-13279	308	1	https://doi.org/10.16091/j.cnki.cn32-1308/c.2017.01.021	https://doi.org/10.16091/j.cnki.cn32-1308/c.2017.01.021	PROPN
ital-13279	308	2	https://doi.org/10.16091/j.cnki.cn32-1308/c.2017.01.021	https://doi.org/10.16091/j.cnki.cn32-1308/c.2017.01.021	PROPN
ital-13279	308	3	https://doi.org/10.16511/j.cnki.qhdxxb.2009.10.027	https://doi.org/10.16511/j.cnki.qhdxxb.2009.10.027	PROPN
ital-13279	308	4	https://doi.org/	https://doi.org/	NOUN
ital-13279	308	5	https://doi.org/10.1016/j.patcog.2018.04.001	https://doi.org/10.1016/j.patcog.2018.04.001	X
ital-13279	308	6	https://doi.org/10.1016/j.patcog.2020.107503	https://doi.org/10.1016/j.patcog.2020.107503	PROPN
ital-13279	308	7	https://doi.org/10.6017/ital.v24i4.3385	https://doi.org/10.6017/ital.v24i4.3385	X
ital-13279	308	8	https://doi.org/10.1016/j.culher.2012.06.009	https://doi.org/10.1016/j.culher.2012.06.009	NUM
ital-13279	308	9	https://doi.org/10.1016/j.culher.2020.07.010	https://doi.org/10.1016/j.culher.2020.07.010	X
ital-13279	308	10	http://doi.org/10.1016/j.procs.2017.01.062	http://doi.org/10.1016/j.procs.2017.01.062	NUM
ital-13279	308	11	https://doi.org/10.1016/j.websem.2008.08.001	https://doi.org/10.1016/j.websem.2008.08.001	NUM
ital-13279	308	12	http://doi.org/	http://doi.org/	NOUN
ital-13279	308	13	https://doi.org/10.1016/j.eswa.2020.113703	https://doi.org/10.1016/j.eswa.2020.113703	NOUN
ital-13279	308	14	https://lvdmaaten.github.io/publications/papers/tr_dimensionality_reduction_review_2009.pdf	https://lvdmaaten.github.io/publications/papers/tr_dimensionality_reduction_review_2009.pdf	PROPN
ital-13279	308	15	https://lvdmaaten.github.io/publications/papers/tr_dimensionality_reduction_review_2009.pdf	https://lvdmaaten.github.io/publications/papers/tr_dimensionality_reduction_review_2009.pdf	PROPN
ital-13279	308	16	information	information	NOUN
ital-13279	308	17	technology	technology	NOUN
ital-13279	308	18	and	and	CCONJ
ital-13279	308	19	libraries	library	NOUN
ital-13279	308	20	september	september	PROPN
ital-13279	308	21	2021	2021	NUM
ital-13279	308	22	text	text	NOUN
ital-13279	308	23	analysis	analysis	NOUN
ital-13279	308	24	and	and	CCONJ
ital-13279	308	25	visualization	visualization	NOUN
ital-13279	308	26	research	research	NOUN
ital-13279	308	27	on	on	ADP
ital-13279	308	28	the	the	DET
ital-13279	308	29	hetu	hetu	NOUN
ital-13279	308	30	dangse	dangse	PROPN
ital-13279	308	31	|	|	PROPN
ital-13279	308	32	wang	wang	PROPN
ital-13279	308	33	,	,	PUNCT
ital-13279	308	34	wu	wu	PROPN
ital-13279	308	35	,	,	PUNCT
ital-13279	308	36	yu	yu	PROPN
ital-13279	308	37	,	,	PUNCT
ital-13279	308	38	and	and	CCONJ
ital-13279	308	39	song	song	VERB
ital-13279	308	40	23	23	NUM
ital-13279	308	41	10	10	NUM
ital-13279	308	42	gavin	gavin	PROPN
ital-13279	308	43	hackeling	hackeling	NOUN
ital-13279	308	44	,	,	PUNCT
ital-13279	308	45	mastering	master	VERB
ital-13279	308	46	machine	machine	NOUN
ital-13279	308	47	learning	learning	NOUN
ital-13279	308	48	with	with	ADP
ital-13279	308	49	scikit	scikit	NOUN
ital-13279	308	50	-	-	PUNCT
ital-13279	308	51	learn	learn	NOUN
ital-13279	308	52	(	(	PUNCT
ital-13279	308	53	birmingham	birmingham	PROPN
ital-13279	308	54	:	:	PUNCT
ital-13279	308	55	packt	packt	ADJ
ital-13279	308	56	publishing	publishing	NOUN
ital-13279	308	57	,	,	PUNCT
ital-13279	308	58	2017	2017	NUM
ital-13279	308	59	)	)	PUNCT
ital-13279	308	60	.	.	PUNCT
ital-13279	309	1	11	11	NUM
ital-13279	309	2	richard	richard	PROPN
ital-13279	309	3	smiraglia	smiraglia	PROPN
ital-13279	309	4	,	,	PUNCT
ital-13279	309	5	domain	domain	VERB
ital-13279	309	6	analysis	analysis	NOUN
ital-13279	309	7	for	for	ADP
ital-13279	309	8	knowledge	knowledge	NOUN
ital-13279	309	9	organization	organization	NOUN
ital-13279	309	10	:	:	PUNCT
ital-13279	309	11	tools	tool	NOUN
ital-13279	309	12	for	for	ADP
ital-13279	309	13	ontology	ontology	NOUN
ital-13279	309	14	extraction	extraction	NOUN
ital-13279	309	15	(	(	PUNCT
ital-13279	309	16	oxford	oxford	PROPN
ital-13279	309	17	:	:	PUNCT
ital-13279	309	18	chandos	chando	NOUN
ital-13279	309	19	publishing	publishing	PROPN
ital-13279	309	20	,	,	PUNCT
ital-13279	309	21	2015	2015	NUM
ital-13279	309	22	)	)	PUNCT
ital-13279	309	23	.	.	PUNCT
ital-13279	310	1	12	12	NUM
ital-13279	310	2	kuo	kuo	PROPN
ital-13279	310	3	-	-	PUNCT
ital-13279	310	4	chung	chung	PROPN
ital-13279	310	5	chu	chu	PROPN
ital-13279	310	6	,	,	PUNCT
ital-13279	310	7	hsin	hsin	PROPN
ital-13279	310	8	-	-	PUNCT
ital-13279	310	9	ke	ke	PROPN
ital-13279	310	10	lu	lu	PROPN
ital-13279	310	11	,	,	PUNCT
ital-13279	310	12	and	and	CCONJ
ital-13279	310	13	wen	wen	PROPN
ital-13279	310	14	-	-	PROPN
ital-13279	310	15	i	i	PROPN
ital-13279	310	16	liu	liu	PROPN
ital-13279	310	17	,	,	PUNCT
ital-13279	310	18	“	"	PUNCT
ital-13279	310	19	identifying	identify	VERB
ital-13279	310	20	emerging	emerge	VERB
ital-13279	310	21	relationship	relationship	NOUN
ital-13279	310	22	in	in	ADP
ital-13279	310	23	healthcare	healthcare	NOUN
ital-13279	310	24	domain	domain	NOUN
ital-13279	310	25	journals	journal	NOUN
ital-13279	310	26	via	via	ADP
ital-13279	310	27	citation	citation	NOUN
ital-13279	310	28	network	network	NOUN
ital-13279	310	29	analysis	analysis	NOUN
ital-13279	310	30	,	,	PUNCT
ital-13279	310	31	”	"	PUNCT
ital-13279	310	32	information	information	NOUN
ital-13279	310	33	technology	technology	NOUN
ital-13279	310	34	and	and	CCONJ
ital-13279	310	35	libraries	librarie	VERB
ital-13279	310	36	37	37	NUM
ital-13279	310	37	,	,	PUNCT
ital-13279	310	38	no	no	NOUN
ital-13279	310	39	.	.	NOUN
ital-13279	310	40	1	1	NUM
ital-13279	310	41	(	(	PUNCT
ital-13279	310	42	2018	2018	NUM
ital-13279	310	43	):	):	PUNCT
ital-13279	310	44	39–51	39–51	NUM
ital-13279	310	45	,	,	PUNCT
ital-13279	310	46	https://doi.org/10.6017/ital.v37i1.9595	https://doi.org/10.6017/ital.v37i1.9595	PROPN
ital-13279	310	47	.	.	PUNCT
ital-13279	311	1	13	13	NUM
ital-13279	311	2	archives	archive	NOUN
ital-13279	311	3	of	of	ADP
ital-13279	311	4	liaoning	liaoning	PROPN
ital-13279	311	5	province	province	NOUN
ital-13279	311	6	in	in	ADP
ital-13279	311	7	china	china	PROPN
ital-13279	311	8	,	,	PUNCT
ital-13279	311	9	“	"	PUNCT
ital-13279	311	10	the	the	DET
ital-13279	311	11	hetu	hetu	PROPN
ital-13279	311	12	dangse	dangse	PROPN
ital-13279	311	13	series	series	PROPN
ital-13279	311	14	archives	archive	NOUN
ital-13279	311	15	publication	publication	NOUN
ital-13279	311	16	,	,	PUNCT
ital-13279	311	17	”	"	PUNCT
ital-13279	311	18	qing	qe	VERB
ital-13279	311	19	history	history	NOUN
ital-13279	311	20	research	research	NOUN
ital-13279	311	21	6	6	NUM
ital-13279	311	22	,	,	PUNCT
ital-13279	311	23	no	no	NOUN
ital-13279	311	24	.	.	NOUN
ital-13279	311	25	2	2	NUM
ital-13279	311	26	(	(	PUNCT
ital-13279	311	27	2009	2009	NUM
ital-13279	311	28	):	):	PUNCT
ital-13279	311	29	1	1	NUM
ital-13279	311	30	.	.	NUM
ital-13279	311	31	14	14	NUM
ital-13279	311	32	amit	amit	NOUN
ital-13279	311	33	kumar	kumar	PROPN
ital-13279	311	34	sharma	sharma	PROPN
ital-13279	311	35	,	,	PUNCT
ital-13279	311	36	sandeep	sandeep	PROPN
ital-13279	311	37	chaurasia	chaurasia	PROPN
ital-13279	311	38	,	,	PUNCT
ital-13279	311	39	and	and	CCONJ
ital-13279	311	40	devesh	devesh	PROPN
ital-13279	311	41	kumar	kumar	PROPN
ital-13279	311	42	srivastava	srivastava	PROPN
ital-13279	311	43	,	,	PUNCT
ital-13279	311	44	“	"	PUNCT
ital-13279	311	45	sentimental	sentimental	ADJ
ital-13279	311	46	short	short	ADJ
ital-13279	311	47	sentences	sentence	NOUN
ital-13279	311	48	classification	classification	NOUN
ital-13279	311	49	by	by	ADP
ital-13279	311	50	using	use	VERB
ital-13279	311	51	cnn	cnn	PROPN
ital-13279	311	52	deep	deep	ADJ
ital-13279	311	53	learning	learning	NOUN
ital-13279	311	54	model	model	NOUN
ital-13279	311	55	with	with	ADP
ital-13279	311	56	fine	fine	ADJ
ital-13279	311	57	tuned	tune	VERB
ital-13279	311	58	word2vec	word2vec	SPACE
ital-13279	311	59	,	,	PUNCT
ital-13279	311	60	”	"	PUNCT
ital-13279	311	61	procedia	procedia	PROPN
ital-13279	311	62	computer	computer	NOUN
ital-13279	311	63	science	science	NOUN
ital-13279	311	64	167	167	NUM
ital-13279	311	65	(	(	PUNCT
ital-13279	311	66	2020	2020	NUM
ital-13279	311	67	):	):	PUNCT
ital-13279	311	68	1139–47	1139–47	NUM
ital-13279	311	69	,	,	PUNCT
ital-13279	311	70	https://doi.org/10.1016/j.procs.2020.03.416	https://doi.org/10.1016/j.procs.2020.03.416	NOUN
ital-13279	311	71	.	.	PUNCT
ital-13279	312	1	15	15	NUM
ital-13279	312	2	b	b	PROPN
ital-13279	312	3	hongxi	hongxi	NOUN
ital-13279	312	4	,	,	PUNCT
ital-13279	312	5	“	"	PUNCT
ital-13279	312	6	research	research	NOUN
ital-13279	312	7	on	on	ADP
ital-13279	312	8	the	the	DET
ital-13279	312	9	sanling	sanle	VERB
ital-13279	312	10	management	management	NOUN
ital-13279	312	11	institutions	institution	NOUN
ital-13279	312	12	of	of	ADP
ital-13279	312	13	the	the	DET
ital-13279	312	14	qing	qing	NOUN
ital-13279	312	15	dynasty	dynasty	NOUN
ital-13279	312	16	outside	outside	ADP
ital-13279	312	17	the	the	DET
ital-13279	312	18	pass	pass	NOUN
ital-13279	312	19	,	,	PUNCT
ital-13279	312	20	”	"	PUNCT
ital-13279	312	21	manchu	manchu	PROPN
ital-13279	312	22	minority	minority	PROPN
ital-13279	312	23	research	research	NOUN
ital-13279	312	24	4	4	NUM
ital-13279	312	25	,	,	PUNCT
ital-13279	312	26	no	no	INTJ
ital-13279	312	27	.	.	NOUN
ital-13279	312	28	12	12	NUM
ital-13279	312	29	(	(	PUNCT
ital-13279	312	30	1997	1997	NUM
ital-13279	312	31	):	):	PUNCT
ital-13279	312	32	38–56	38–56	NUM
ital-13279	312	33	.	.	PUNCT
ital-13279	313	1	16	16	NUM
ital-13279	313	2	guangli	guangli	PROPN
ital-13279	313	3	zhu	zhu	X
ital-13279	313	4	et	et	X
ital-13279	314	1	al	al	PROPN
ital-13279	314	2	.	.	PROPN
ital-13279	314	3	,	,	PUNCT
ital-13279	314	4	“	"	PUNCT
ital-13279	314	5	building	build	VERB
ital-13279	314	6	multi	multi	ADJ
ital-13279	314	7	-	-	ADJ
ital-13279	314	8	subtopic	subtopic	ADJ
ital-13279	314	9	bi	bi	ADJ
ital-13279	314	10	-	-	ADJ
ital-13279	314	11	level	level	NOUN
ital-13279	314	12	network	network	NOUN
ital-13279	314	13	for	for	ADP
ital-13279	314	14	micro	micro	ADJ
ital-13279	314	15	-	-	ADJ
ital-13279	314	16	blog	blog	ADJ
ital-13279	314	17	hot	hot	ADJ
ital-13279	314	18	topic	topic	NOUN
ital-13279	314	19	based	base	VERB
ital-13279	314	20	on	on	ADP
ital-13279	314	21	feature	feature	NOUN
ital-13279	314	22	co	co	NOUN
ital-13279	314	23	-	-	NOUN
ital-13279	314	24	occurrence	occurrence	NOUN
ital-13279	314	25	and	and	CCONJ
ital-13279	314	26	semantic	semantic	ADJ
ital-13279	314	27	community	community	NOUN
ital-13279	314	28	division	division	NOUN
ital-13279	314	29	,	,	PUNCT
ital-13279	314	30	”	"	PUNCT
ital-13279	314	31	journal	journal	PROPN
ital-13279	314	32	of	of	ADP
ital-13279	314	33	network	network	NOUN
ital-13279	314	34	and	and	CCONJ
ital-13279	314	35	computer	computer	NOUN
ital-13279	314	36	applications	application	NOUN
ital-13279	314	37	170	170	NUM
ital-13279	314	38	(	(	PUNCT
ital-13279	314	39	2020	2020	NUM
ital-13279	314	40	):	):	PUNCT
ital-13279	314	41	102815	102815	NUM
ital-13279	314	42	,	,	PUNCT
ital-13279	314	43	https://doi.org/10.1016/j.jnca.2020.102815	https://doi.org/10.1016/j.jnca.2020.102815	NOUN
ital-13279	314	44	.	.	PUNCT
ital-13279	315	1	17	17	NUM
ital-13279	315	2	s.	s.	PROPN
ital-13279	315	3	ravikumar	ravikumar	PROPN
ital-13279	315	4	,	,	PUNCT
ital-13279	315	5	ashutosh	ashutosh	PROPN
ital-13279	315	6	agrahari	agrahari	PROPN
ital-13279	315	7	,	,	PUNCT
ital-13279	315	8	and	and	CCONJ
ital-13279	315	9	s.	s.	PROPN
ital-13279	315	10	n.	n.	PROPN
ital-13279	315	11	singh	singh	PROPN
ital-13279	315	12	,	,	PUNCT
ital-13279	315	13	“	"	PUNCT
ital-13279	315	14	mapping	map	VERB
ital-13279	315	15	the	the	DET
ital-13279	315	16	intellectual	intellectual	ADJ
ital-13279	315	17	structure	structure	NOUN
ital-13279	315	18	of	of	ADP
ital-13279	315	19	scientometrics	scientometric	NOUN
ital-13279	315	20	:	:	PUNCT
ital-13279	315	21	a	a	DET
ital-13279	315	22	co	co	NOUN
ital-13279	315	23	-	-	NOUN
ital-13279	315	24	word	word	NOUN
ital-13279	315	25	analysis	analysis	NOUN
ital-13279	315	26	of	of	ADP
ital-13279	315	27	the	the	DET
ital-13279	315	28	journal	journal	PROPN
ital-13279	315	29	scientometrics	scientometrics	PROPN
ital-13279	315	30	(	(	PUNCT
ital-13279	315	31	2005–2010	2005–2010	NUM
ital-13279	315	32	)	)	PUNCT
ital-13279	315	33	,	,	PUNCT
ital-13279	315	34	”	"	PUNCT
ital-13279	315	35	scientometrics	scientometric	NOUN
ital-13279	315	36	102	102	NUM
ital-13279	315	37	(	(	PUNCT
ital-13279	315	38	2015	2015	NUM
ital-13279	315	39	):	):	PUNCT
ital-13279	315	40	929–55	929–55	NOUN
ital-13279	315	41	,	,	PUNCT
ital-13279	315	42	https://doi.org/10.1007/s11192-014-1402-8	https://doi.org/10.1007/s11192-014-1402-8	NUM
ital-13279	315	43	.	.	PUNCT
ital-13279	316	1	18	18	NUM
ital-13279	316	2	jiming	jiming	PROPN
ital-13279	316	3	hu	hu	PROPN
ital-13279	316	4	and	and	CCONJ
ital-13279	316	5	yin	yin	PROPN
ital-13279	316	6	zhang	zhang	PROPN
ital-13279	316	7	,	,	PUNCT
ital-13279	316	8	“	"	PUNCT
ital-13279	316	9	research	research	NOUN
ital-13279	316	10	patterns	pattern	NOUN
ital-13279	316	11	and	and	CCONJ
ital-13279	316	12	trends	trend	NOUN
ital-13279	316	13	of	of	ADP
ital-13279	316	14	recommendation	recommendation	NOUN
ital-13279	316	15	system	system	NOUN
ital-13279	316	16	in	in	ADP
ital-13279	316	17	china	china	PROPN
ital-13279	316	18	using	use	VERB
ital-13279	316	19	co	co	NOUN
ital-13279	316	20	-	-	NOUN
ital-13279	316	21	word	word	NOUN
ital-13279	316	22	analysis	analysis	NOUN
ital-13279	316	23	,	,	PUNCT
ital-13279	316	24	”	"	PUNCT
ital-13279	316	25	information	information	NOUN
ital-13279	316	26	processing	processing	NOUN
ital-13279	316	27	and	and	CCONJ
ital-13279	316	28	management	management	NOUN
ital-13279	316	29	51	51	NUM
ital-13279	316	30	,	,	PUNCT
ital-13279	316	31	no	no	NOUN
ital-13279	316	32	.	.	NOUN
ital-13279	316	33	4	4	NUM
ital-13279	316	34	(	(	PUNCT
ital-13279	316	35	2015	2015	NUM
ital-13279	316	36	):	):	PUNCT
ital-13279	316	37	329–39	329–39	PROPN
ital-13279	316	38	,	,	PUNCT
ital-13279	316	39	https://doi.org/10.1016/j.ipm.2015.02.002	https://doi.org/10.1016/j.ipm.2015.02.002	PROPN
ital-13279	316	40	.	.	PUNCT
ital-13279	317	1	19	19	NUM
ital-13279	317	2	nees	nee	NOUN
ital-13279	317	3	jan	jan	PROPN
ital-13279	317	4	van	van	PROPN
ital-13279	317	5	eck	eck	PROPN
ital-13279	317	6	and	and	CCONJ
ital-13279	317	7	ludo	ludo	PROPN
ital-13279	317	8	waltman	waltman	NOUN
ital-13279	317	9	,	,	PUNCT
ital-13279	317	10	“	"	PUNCT
ital-13279	317	11	software	software	NOUN
ital-13279	317	12	survey	survey	NOUN
ital-13279	317	13	:	:	PUNCT
ital-13279	317	14	vosviewer	vosviewer	PROPN
ital-13279	317	15	,	,	PUNCT
ital-13279	317	16	a	a	DET
ital-13279	317	17	computer	computer	NOUN
ital-13279	317	18	program	program	NOUN
ital-13279	317	19	for	for	ADP
ital-13279	317	20	bibliometric	bibliometric	ADJ
ital-13279	317	21	mapping	mapping	NOUN
ital-13279	317	22	,	,	PUNCT
ital-13279	317	23	scientometrics	scientometric	NOUN
ital-13279	317	24	,	,	PUNCT
ital-13279	317	25	84	84	NUM
ital-13279	317	26	,	,	PUNCT
ital-13279	317	27	no	no	INTJ
ital-13279	317	28	.	.	NOUN
ital-13279	317	29	2	2	NUM
ital-13279	317	30	(	(	PUNCT
ital-13279	317	31	2010	2010	NUM
ital-13279	317	32	):	):	PUNCT
ital-13279	317	33	523–38	523–38	NUM
ital-13279	317	34	,	,	PUNCT
ital-13279	317	35	https://doi.org/10.1007/s11192-009-0146-3	https://doi.org/10.1007/s11192-009-0146-3	NUM
ital-13279	317	36	.	.	PUNCT
ital-13279	318	1	20	20	NUM
ital-13279	318	2	z	z	PROPN
ital-13279	318	3	yanchang	yanchang	PROPN
ital-13279	318	4	and	and	CCONJ
ital-13279	318	5	l	l	PROPN
ital-13279	318	6	xinzhu	xinzhu	PROPN
ital-13279	318	7	,	,	PUNCT
ital-13279	318	8	“	"	PUNCT
ital-13279	318	9	the	the	DET
ital-13279	318	10	study	study	NOUN
ital-13279	318	11	of	of	ADP
ital-13279	318	12	the	the	DET
ital-13279	318	13	function	function	NOUN
ital-13279	318	14	of	of	ADP
ital-13279	318	15	shengjing	shengje	VERB
ital-13279	318	16	office	office	NOUN
ital-13279	318	17	from	from	ADP
ital-13279	318	18	the	the	DET
ital-13279	318	19	use	use	NOUN
ital-13279	318	20	of	of	ADP
ital-13279	318	21	the	the	DET
ital-13279	318	22	official	official	ADJ
ital-13279	318	23	communication	communication	NOUN
ital-13279	318	24	—	—	PUNCT
ital-13279	318	25	an	an	DET
ital-13279	318	26	academic	academic	ADJ
ital-13279	318	27	investigation	investigation	NOUN
ital-13279	318	28	based	base	VERB
ital-13279	318	29	on	on	ADP
ital-13279	318	30	hetu	hetu	PROPN
ital-13279	318	31	dangse	dangse	NOUN
ital-13279	318	32	,	,	PUNCT
ital-13279	318	33	”	"	PUNCT
ital-13279	318	34	shanxi	shanxi	NOUN
ital-13279	318	35	archives	archive	NOUN
ital-13279	318	36	8	8	NUM
ital-13279	318	37	,	,	PUNCT
ital-13279	318	38	no	no	INTJ
ital-13279	318	39	.	.	NOUN
ital-13279	318	40	12	12	NUM
ital-13279	318	41	(	(	PUNCT
ital-13279	318	42	2020	2020	NUM
ital-13279	318	43	):	):	PUNCT
ital-13279	318	44	179–88	179–88	NUM
ital-13279	318	45	.	.	PUNCT
ital-13279	319	1	21	21	NUM
ital-13279	319	2	shengjing	shengjing	PROPN
ital-13279	319	3	ministry	ministry	PROPN
ital-13279	319	4	of	of	ADP
ital-13279	319	5	revenue	revenue	NOUN
ital-13279	319	6	,	,	PUNCT
ital-13279	319	7	guangxu	guangxu	NOUN
ital-13279	319	8	's	's	PART
ital-13279	319	9	great	great	ADJ
ital-13279	319	10	qing	qe	VERB
ital-13279	319	11	huidian	huidian	ADJ
ital-13279	319	12	volume	volume	NOUN
ital-13279	319	13	25	25	NUM
ital-13279	319	14	(	(	PUNCT
ital-13279	319	15	zhonghua	zhonghua	PROPN
ital-13279	319	16	book	book	NOUN
ital-13279	319	17	company	company	PROPN
ital-13279	319	18	,	,	PUNCT
ital-13279	319	19	1991	1991	NUM
ital-13279	319	20	)	)	PUNCT
ital-13279	319	21	,	,	PUNCT
ital-13279	319	22	211–12	211–12	PROPN
ital-13279	319	23	.	.	PUNCT
ital-13279	320	1	22	22	NUM
ital-13279	320	2	f	f	PROPN
ital-13279	320	3	yonggong	yonggong	PROPN
ital-13279	320	4	and	and	CCONJ
ital-13279	320	5	g	g	PROPN
ital-13279	320	6	jialu	jialu	NOUN
ital-13279	320	7	,	,	PUNCT
ital-13279	320	8	“	"	PUNCT
ital-13279	320	9	brief	brief	ADJ
ital-13279	320	10	introduction	introduction	NOUN
ital-13279	320	11	of	of	ADP
ital-13279	320	12	shengjing	shengje	VERB
ital-13279	320	13	upper	upper	ADJ
ital-13279	320	14	three	three	NUM
ital-13279	320	15	banners	banner	NOUN
ital-13279	320	16	baoyi	baoyi	PROPN
ital-13279	320	17	zuoling	zuoling	NOUN
ital-13279	320	18	,	,	PUNCT
ital-13279	320	19	”	"	PUNCT
ital-13279	320	20	historical	historical	ADJ
ital-13279	320	21	archives	archive	NOUN
ital-13279	320	22	9	9	NUM
ital-13279	320	23	,	,	PUNCT
ital-13279	320	24	no	no	NOUN
ital-13279	320	25	.	.	NOUN
ital-13279	320	26	30	30	NUM
ital-13279	320	27	(	(	PUNCT
ital-13279	320	28	1992	1992	NUM
ital-13279	320	29	):	):	PUNCT
ital-13279	320	30	93–7	93–7	PROPN
ital-13279	320	31	.	.	PROPN
ital-13279	320	32	23	23	NUM
ital-13279	320	33	wangyue	wangyue	NOUN
ital-13279	320	34	,	,	PUNCT
ital-13279	320	35	“	"	PUNCT
ital-13279	320	36	research	research	NOUN
ital-13279	320	37	on	on	ADP
ital-13279	320	38	the	the	DET
ital-13279	320	39	yamens	yamen	NOUN
ital-13279	320	40	and	and	CCONJ
ital-13279	320	41	their	their	PRON
ital-13279	320	42	affair	affair	NOUN
ital-13279	320	43	relationships	relationship	NOUN
ital-13279	320	44	in	in	ADP
ital-13279	320	45	shengjing	shengje	VERB
ital-13279	320	46	area	area	NOUN
ital-13279	320	47	,	,	PUNCT
ital-13279	320	48	”	"	PUNCT
ital-13279	320	49	shenyang	shenyang	PROPN
ital-13279	320	50	palace	palace	PROPN
ital-13279	320	51	museum	museum	PROPN
ital-13279	320	52	journal	journal	PROPN
ital-13279	320	53	1	1	NUM
ital-13279	320	54	,	,	PUNCT
ital-13279	320	55	no	no	INTJ
ital-13279	320	56	.	.	NOUN
ital-13279	320	57	31	31	NUM
ital-13279	320	58	(	(	PUNCT
ital-13279	320	59	2011	2011	NUM
ital-13279	320	60	):	):	PUNCT
ital-13279	320	61	67–77	67–77	NUM
ital-13279	320	62	.	.	X
ital-13279	320	63	https://doi.org/10.6017/ital.v37i1.9595	https://doi.org/10.6017/ital.v37i1.9595	PROPN
ital-13279	320	64	https://doi.org/10.1016/j.procs.2020.03.416	https://doi.org/10.1016/j.procs.2020.03.416	NOUN
ital-13279	320	65	https://doi.org/10.1016/j.jnca.2020.102815	https://doi.org/10.1016/j.jnca.2020.102815	NOUN
ital-13279	320	66	https://doi.org/	https://doi.org/	NOUN
ital-13279	321	1	https://doi.org/10.1007/s11192-014-1402-8	https://doi.org/10.1007/s11192-014-1402-8	NUM
ital-13279	321	2	https://doi.org/10.1016/j.ipm.2015.02.002	https://doi.org/10.1016/j.ipm.2015.02.002	PROPN
ital-13279	321	3	https://doi.org/10.1007/s11192-009-0146-3	https://doi.org/10.1007/s11192-009-0146-3	NUM
ital-13279	321	4	abstract	abstract	ADJ
ital-13279	321	5	introduction	introduction	NOUN
ital-13279	321	6	related	relate	VERB
ital-13279	321	7	technology	technology	NOUN
ital-13279	321	8	definition	definition	NOUN
ital-13279	321	9	sample	sample	NOUN
ital-13279	321	10	data	datum	NOUN
ital-13279	321	11	preprocessing	preprocessing	NOUN
ital-13279	321	12	and	and	CCONJ
ital-13279	321	13	classification	classification	NOUN
ital-13279	321	14	data	datum	NOUN
ital-13279	321	15	preparation	preparation	NOUN
ital-13279	321	16	and	and	CCONJ
ital-13279	321	17	preprocessing	preprocesse	VERB
ital-13279	321	18	data	data	NOUN
ital-13279	321	19	cleaning	clean	VERB
ital-13279	321	20	label	label	NOUN
ital-13279	321	21	data	data	NOUN
ital-13279	321	22	results	result	NOUN
ital-13279	321	23	word	word	NOUN
ital-13279	321	24	vector	vector	NOUN
ital-13279	321	25	conversion	conversion	NOUN
ital-13279	321	26	of	of	ADP
ital-13279	321	27	text	text	NOUN
ital-13279	321	28	catalog	catalog	NOUN
ital-13279	321	29	data	datum	NOUN
ital-13279	321	30	analysis	analysis	NOUN
ital-13279	321	31	of	of	ADP
ital-13279	321	32	the	the	DET
ital-13279	321	33	relationship	relationship	NOUN
ital-13279	321	34	between	between	ADP
ital-13279	321	35	the	the	DET
ital-13279	321	36	documents	document	NOUN
ital-13279	321	37	received	receive	VERB
ital-13279	321	38	and	and	CCONJ
ital-13279	321	39	sent	send	VERB
ital-13279	321	40	of	of	ADP
ital-13279	321	41	the	the	DET
ital-13279	321	42	institution	institution	NOUN
ital-13279	321	43	mining	mine	VERB
ital-13279	321	44	the	the	DET
ital-13279	321	45	relationship	relationship	NOUN
ital-13279	321	46	between	between	ADP
ital-13279	321	47	institutions	institution	NOUN
ital-13279	321	48	’	'	PUNCT
ital-13279	321	49	sending	send	VERB
ital-13279	321	50	and	and	CCONJ
ital-13279	321	51	receiving	receive	VERB
ital-13279	321	52	documents	document	NOUN
ital-13279	321	53	based	base	VERB
ital-13279	321	54	on	on	ADP
ital-13279	321	55	co	co	NOUN
ital-13279	321	56	-	-	NOUN
ital-13279	321	57	word	word	NOUN
ital-13279	321	58	clustering	cluster	VERB
ital-13279	321	59	automatic	automatic	ADJ
ital-13279	321	60	classification	classification	NOUN
ital-13279	321	61	method	method	NOUN
ital-13279	321	62	of	of	ADP
ital-13279	321	63	historical	historical	ADJ
ital-13279	321	64	archives	archive	NOUN
ital-13279	321	65	catalog	catalog	NOUN
ital-13279	321	66	based	base	VERB
ital-13279	321	67	on	on	ADP
ital-13279	321	68	the	the	DET
ital-13279	321	69	svm	svm	PROPN
ital-13279	321	70	model	model	PROPN
ital-13279	321	71	discussion	discussion	NOUN
ital-13279	321	72	functions	function	NOUN
ital-13279	321	73	of	of	ADP
ital-13279	321	74	institutions	institution	NOUN
ital-13279	321	75	analysis	analysis	NOUN
ital-13279	321	76	of	of	ADP
ital-13279	321	77	the	the	DET
ital-13279	321	78	number	number	NOUN
ital-13279	321	79	of	of	ADP
ital-13279	321	80	documents	document	NOUN
ital-13279	321	81	received	receive	VERB
ital-13279	321	82	and	and	CCONJ
ital-13279	321	83	sent	send	VERB
ital-13279	321	84	by	by	ADP
ital-13279	321	85	institutions	institution	NOUN
ital-13279	321	86	analysis	analysis	NOUN
ital-13279	321	87	of	of	ADP
ital-13279	321	88	the	the	DET
ital-13279	321	89	frequency	frequency	NOUN
ital-13279	321	90	of	of	ADP
ital-13279	321	91	documents	document	NOUN
ital-13279	321	92	received	receive	VERB
ital-13279	321	93	and	and	CCONJ
ital-13279	321	94	sent	send	VERB
ital-13279	321	95	by	by	ADP
ital-13279	321	96	institutions	institution	NOUN
ital-13279	321	97	institutional	institutional	ADJ
ital-13279	321	98	relationship	relationship	NOUN
ital-13279	321	99	analysis	analysis	NOUN
ital-13279	321	100	results	result	NOUN
ital-13279	321	101	of	of	ADP
ital-13279	321	102	institutional	institutional	ADJ
ital-13279	321	103	connection	connection	NOUN
ital-13279	321	104	analysis	analysis	NOUN
ital-13279	321	105	visualization	visualization	NOUN
ital-13279	321	106	of	of	ADP
ital-13279	321	107	institutional	institutional	ADJ
ital-13279	321	108	network	network	NOUN
ital-13279	321	109	map	map	NOUN
ital-13279	321	110	results	result	NOUN
ital-13279	321	111	of	of	ADP
ital-13279	321	112	automatic	automatic	ADJ
ital-13279	321	113	classification	classification	NOUN
ital-13279	321	114	analysis	analysis	NOUN
ital-13279	321	115	conclusion	conclusion	NOUN
ital-13279	321	116	acknowledgments	acknowledgment	NOUN
ital-13279	321	117	funding	funding	NOUN
ital-13279	321	118	statement	statement	NOUN
ital-13279	321	119	data	data	NOUN
ital-13279	321	120	accessibility	accessibility	NOUN
ital-13279	321	121	competing	compete	VERB
ital-13279	321	122	interests	interest	NOUN
ital-13279	321	123	endnotes	endnote	VERB