id sid tid token lemma pos istl-1552 1 1 reinventing reinvent VERB istl-1552 1 2 discovery discovery NOUN istl-1552 1 3 [ [ X istl-1552 1 4 review review NOUN istl-1552 1 5 ] ] X istl-1552 1 6 previous previous ADJ istl-1552 1 7 contents content NOUN istl-1552 1 8 next next ADJ istl-1552 1 9 issues issue NOUN istl-1552 1 10 in in ADP istl-1552 1 11 science science NOUN istl-1552 1 12 and and CCONJ istl-1552 1 13 technology technology NOUN istl-1552 1 14 librarianship librarianship NOUN istl-1552 1 15 spring spring NOUN istl-1552 1 16 2012 2012 NUM istl-1552 1 17 doi:10.5062 doi:10.5062 PROPN istl-1552 1 18 / / SYM istl-1552 1 19 f4nk3bzp f4nk3bzp NOUN istl-1552 1 20 book book NOUN istl-1552 1 21 reviews review VERB istl-1552 1 22 reinventing reinventing NOUN istl-1552 1 23 discovery discovery NOUN istl-1552 1 24 : : PUNCT istl-1552 1 25 the the DET istl-1552 1 26 new new ADJ istl-1552 1 27 era era NOUN istl-1552 1 28 of of ADP istl-1552 1 29 networked networked ADJ istl-1552 1 30 science science NOUN istl-1552 1 31 lia lia PROPN istl-1552 1 32 vella vella PROPN istl-1552 1 33 reference reference PROPN istl-1552 1 34 librarian librarian PROPN istl-1552 1 35 arthur arthur PROPN istl-1552 1 36 lakes lakes PROPN istl-1552 1 37 library library PROPN istl-1552 1 38 colorado colorado PROPN istl-1552 1 39 school school PROPN istl-1552 1 40 of of ADP istl-1552 1 41 mines mine NOUN istl-1552 1 42 golden golden PROPN istl-1552 1 43 , , PUNCT istl-1552 1 44 colorado colorado PROPN istl-1552 1 45 lvella@mines.edu lvella@mines.edu PROPN istl-1552 1 46 copyright copyright NOUN istl-1552 1 47 2012 2012 NUM istl-1552 1 48 , , PUNCT istl-1552 1 49 lia lia PROPN istl-1552 1 50 vella vella PROPN istl-1552 1 51 . . PUNCT istl-1552 2 1 used use VERB istl-1552 2 2 with with ADP istl-1552 2 3 permission permission NOUN istl-1552 2 4 . . PUNCT istl-1552 3 1 nielsen nielsen PROPN istl-1552 3 2 , , PUNCT istl-1552 3 3 michael michael PROPN istl-1552 3 4 . . PUNCT istl-1552 4 1 reinventing reinventing NOUN istl-1552 4 2 discovery discovery NOUN istl-1552 4 3 : : PUNCT istl-1552 4 4 the the DET istl-1552 4 5 new new ADJ istl-1552 4 6 era era NOUN istl-1552 4 7 of of ADP istl-1552 4 8 networked networked ADJ istl-1552 4 9 science science NOUN istl-1552 4 10 . . PUNCT istl-1552 5 1 princeton princeton PROPN istl-1552 5 2 : : PUNCT istl-1552 5 3 princeton princeton PROPN istl-1552 5 4 university university PROPN istl-1552 5 5 press press NOUN istl-1552 5 6 , , PUNCT istl-1552 5 7 2012 2012 NUM istl-1552 5 8 . . PUNCT istl-1552 6 1 genbank genbank PROPN istl-1552 6 2 . . PUNCT istl-1552 7 1 galaxy galaxy PROPN istl-1552 7 2 zoo zoo PROPN istl-1552 7 3 . . PUNCT istl-1552 8 1 the the DET istl-1552 8 2 polymath polymath PROPN istl-1552 8 3 project project NOUN istl-1552 8 4 . . PUNCT istl-1552 9 1 perhaps perhaps ADV istl-1552 9 2 you you PRON istl-1552 9 3 've 've AUX istl-1552 9 4 never never ADV istl-1552 9 5 heard hear VERB istl-1552 9 6 of of ADP istl-1552 9 7 these these DET istl-1552 9 8 endeavors endeavor NOUN istl-1552 9 9 , , PUNCT istl-1552 9 10 but but CCONJ istl-1552 9 11 there there PRON istl-1552 9 12 's be VERB istl-1552 9 13 a a DET istl-1552 9 14 good good ADJ istl-1552 9 15 chance chance NOUN istl-1552 9 16 you you PRON istl-1552 9 17 've 've AUX istl-1552 9 18 heard hear VERB istl-1552 9 19 of of ADP istl-1552 9 20 these these PRON istl-1552 9 21 : : PUNCT istl-1552 9 22 linux linux PROPN istl-1552 9 23 and and CCONJ istl-1552 9 24 wikipedia wikipedia PROPN istl-1552 9 25 . . PUNCT istl-1552 10 1 all all PRON istl-1552 10 2 of of ADP istl-1552 10 3 the the DET istl-1552 10 4 above above ADJ istl-1552 10 5 are be AUX istl-1552 10 6 online online ADJ istl-1552 10 7 collaborative collaborative ADJ istl-1552 10 8 projects project NOUN istl-1552 10 9 showcased showcase VERB istl-1552 10 10 in in ADP istl-1552 10 11 michael michael PROPN istl-1552 10 12 nielsen nielsen PROPN istl-1552 10 13 's 's PART istl-1552 10 14 reinventing reinventing NOUN istl-1552 10 15 discovery discovery NOUN istl-1552 10 16 , , PUNCT istl-1552 10 17 which which PRON istl-1552 10 18 argues argue VERB istl-1552 10 19 that that SCONJ istl-1552 10 20 networked networked ADJ istl-1552 10 21 science science NOUN istl-1552 10 22 will will AUX istl-1552 10 23 soon soon ADV istl-1552 10 24 be be AUX istl-1552 10 25 upon upon SCONJ istl-1552 10 26 us we PRON istl-1552 10 27 -- -- PUNCT istl-1552 10 28 and and CCONJ istl-1552 10 29 that that SCONJ istl-1552 10 30 the the DET istl-1552 10 31 public public NOUN istl-1552 10 32 should should AUX istl-1552 10 33 welcome welcome VERB istl-1552 10 34 and and CCONJ istl-1552 10 35 help help VERB istl-1552 10 36 to to PART istl-1552 10 37 hasten hasten VERB istl-1552 10 38 its its PRON istl-1552 10 39 arrival arrival NOUN istl-1552 10 40 . . PUNCT istl-1552 11 1 nielsen nielsen PROPN istl-1552 11 2 begins begin VERB istl-1552 11 3 by by ADP istl-1552 11 4 using use VERB istl-1552 11 5 the the DET istl-1552 11 6 three three NUM istl-1552 11 7 projects project NOUN istl-1552 11 8 listed list VERB istl-1552 11 9 above above ADV istl-1552 11 10 to to PART istl-1552 11 11 illustrate illustrate VERB istl-1552 11 12 the the DET istl-1552 11 13 concept concept NOUN istl-1552 11 14 of of ADP istl-1552 11 15 collective collective ADJ istl-1552 11 16 intelligence intelligence NOUN istl-1552 11 17 : : PUNCT istl-1552 11 18 respectively respectively ADV istl-1552 11 19 , , PUNCT istl-1552 11 20 a a DET istl-1552 11 21 publicly publicly ADV istl-1552 11 22 accessible accessible ADJ istl-1552 11 23 online online ADJ istl-1552 11 24 database database NOUN istl-1552 11 25 of of ADP istl-1552 11 26 human human ADJ istl-1552 11 27 genetic genetic ADJ istl-1552 11 28 information information NOUN istl-1552 11 29 ; ; PUNCT istl-1552 11 30 a a DET istl-1552 11 31 similar similar ADJ istl-1552 11 32 set set NOUN istl-1552 11 33 - - PUNCT istl-1552 11 34 up up ADP istl-1552 11 35 hosting host VERB istl-1552 11 36 galactic galactic ADJ istl-1552 11 37 images image NOUN istl-1552 11 38 from from ADP istl-1552 11 39 the the DET istl-1552 11 40 sloan sloan ADJ istl-1552 11 41 digital digital PROPN istl-1552 11 42 sky sky NOUN istl-1552 11 43 survey survey NOUN istl-1552 11 44 ; ; PUNCT istl-1552 11 45 and and CCONJ istl-1552 11 46 a a DET istl-1552 11 47 blog blog NOUN istl-1552 11 48 that that PRON istl-1552 11 49 poses pose VERB istl-1552 11 50 difficult difficult ADJ istl-1552 11 51 math math NOUN istl-1552 11 52 problems problem NOUN istl-1552 11 53 to to ADP istl-1552 11 54 the the DET istl-1552 11 55 general general ADJ istl-1552 11 56 public public NOUN istl-1552 11 57 . . PUNCT istl-1552 12 1 the the DET istl-1552 12 2 point point NOUN istl-1552 12 3 ? ? PUNCT istl-1552 13 1 breakthroughs breakthrough NOUN istl-1552 13 2 can can AUX istl-1552 13 3 happen happen VERB istl-1552 13 4 quickly quickly ADV istl-1552 13 5 and and CCONJ istl-1552 13 6 effectively effectively ADV istl-1552 13 7 when when SCONJ istl-1552 13 8 data datum NOUN istl-1552 13 9 are be AUX istl-1552 13 10 made make VERB istl-1552 13 11 available available ADJ istl-1552 13 12 to to ADP istl-1552 13 13 a a DET istl-1552 13 14 multiplicity multiplicity NOUN istl-1552 13 15 of of ADP istl-1552 13 16 perspectives perspective NOUN istl-1552 13 17 and and CCONJ istl-1552 13 18 problem problem NOUN istl-1552 13 19 - - PUNCT istl-1552 13 20 solving solve VERB istl-1552 13 21 styles style NOUN istl-1552 13 22 -- -- PUNCT istl-1552 13 23 especially especially ADV istl-1552 13 24 if if SCONJ istl-1552 13 25 those those PRON istl-1552 13 26 involved involve VERB istl-1552 13 27 are be AUX istl-1552 13 28 able able ADJ istl-1552 13 29 to to PART istl-1552 13 30 discuss discuss VERB istl-1552 13 31 their their PRON istl-1552 13 32 thought thought NOUN istl-1552 13 33 process process NOUN istl-1552 13 34 as as SCONJ istl-1552 13 35 they they PRON istl-1552 13 36 work work VERB istl-1552 13 37 . . PUNCT istl-1552 14 1 certainly certainly ADV istl-1552 14 2 , , PUNCT istl-1552 14 3 there there PRON istl-1552 14 4 are be VERB istl-1552 14 5 drawbacks drawback NOUN istl-1552 14 6 and and CCONJ istl-1552 14 7 obstacles obstacle NOUN istl-1552 14 8 to to ADP istl-1552 14 9 collective collective ADJ istl-1552 14 10 intelligence intelligence NOUN istl-1552 14 11 -- -- PUNCT istl-1552 14 12 not not PART istl-1552 14 13 the the DET istl-1552 14 14 least least ADJ istl-1552 14 15 of of ADP istl-1552 14 16 which which PRON istl-1552 14 17 is be AUX istl-1552 14 18 the the DET istl-1552 14 19 current current ADJ istl-1552 14 20 system system NOUN istl-1552 14 21 of of ADP istl-1552 14 22 scientific scientific ADJ istl-1552 14 23 communication communication NOUN istl-1552 14 24 as as SCONJ istl-1552 14 25 it it PRON istl-1552 14 26 relates relate VERB istl-1552 14 27 to to ADP istl-1552 14 28 professional professional ADJ istl-1552 14 29 advancement advancement NOUN istl-1552 14 30 . . PUNCT istl-1552 15 1 nielsen nielsen PROPN istl-1552 15 2 tackles tackle VERB istl-1552 15 3 this this PRON istl-1552 15 4 in in ADP istl-1552 15 5 the the DET istl-1552 15 6 second second ADJ istl-1552 15 7 part part NOUN istl-1552 15 8 of of ADP istl-1552 15 9 the the DET istl-1552 15 10 book book NOUN istl-1552 15 11 , , PUNCT istl-1552 15 12 in in ADP istl-1552 15 13 which which PRON istl-1552 15 14 he he PRON istl-1552 15 15 addresses address VERB istl-1552 15 16 the the DET istl-1552 15 17 topic topic NOUN istl-1552 15 18 of of ADP istl-1552 15 19 networked networked ADJ istl-1552 15 20 science science NOUN istl-1552 15 21 . . PUNCT istl-1552 16 1 but but CCONJ istl-1552 16 2 first first ADV istl-1552 16 3 , , PUNCT istl-1552 16 4 another another DET istl-1552 16 5 example example NOUN istl-1552 16 6 : : PUNCT istl-1552 16 7 don don PROPN istl-1552 16 8 swanson swanson PROPN istl-1552 16 9 , , PUNCT istl-1552 16 10 a a DET istl-1552 16 11 retired retire VERB istl-1552 16 12 information information NOUN istl-1552 16 13 scientist scientist NOUN istl-1552 16 14 with with ADP istl-1552 16 15 no no DET istl-1552 16 16 medical medical ADJ istl-1552 16 17 training training NOUN istl-1552 16 18 , , PUNCT istl-1552 16 19 uses use VERB istl-1552 16 20 open open ADJ istl-1552 16 21 access access NOUN istl-1552 16 22 papers paper NOUN istl-1552 16 23 posted post VERB istl-1552 16 24 at at ADP istl-1552 16 25 the the DET istl-1552 16 26 national national ADJ istl-1552 16 27 library library NOUN istl-1552 16 28 of of ADP istl-1552 16 29 medicine medicine PROPN istl-1552 16 30 portal portal ADJ istl-1552 16 31 to to PART istl-1552 16 32 discover discover VERB istl-1552 16 33 a a DET istl-1552 16 34 previously previously ADV istl-1552 16 35 unrecognized unrecognized ADJ istl-1552 16 36 connection connection NOUN istl-1552 16 37 between between ADP istl-1552 16 38 migraine migraine NOUN istl-1552 16 39 headaches headache NOUN istl-1552 16 40 and and CCONJ istl-1552 16 41 magnesium magnesium NOUN istl-1552 16 42 deficiency deficiency NOUN istl-1552 16 43 . . PUNCT istl-1552 17 1 similarly similarly ADV istl-1552 17 2 , , PUNCT istl-1552 17 3 data datum NOUN istl-1552 17 4 like like ADP istl-1552 17 5 those those PRON istl-1552 17 6 housed house VERB istl-1552 17 7 in in ADP istl-1552 17 8 genbank genbank NOUN istl-1552 17 9 or or CCONJ istl-1552 17 10 the the DET istl-1552 17 11 galaxy galaxy NOUN istl-1552 17 12 zoo zoo NOUN istl-1552 17 13 , , PUNCT istl-1552 17 14 which which PRON istl-1552 17 15 may may AUX istl-1552 17 16 be be AUX istl-1552 17 17 too too ADV istl-1552 17 18 vast vast ADJ istl-1552 17 19 for for ADP istl-1552 17 20 one one NUM istl-1552 17 21 scientist scientist NOUN istl-1552 17 22 or or CCONJ istl-1552 17 23 team team NOUN istl-1552 17 24 of of ADP istl-1552 17 25 scientists scientist NOUN istl-1552 17 26 to to ADP istl-1552 17 27 mine mine PRON istl-1552 17 28 and and CCONJ istl-1552 17 29 too too ADV istl-1552 17 30 complex complex ADJ istl-1552 17 31 to to PART istl-1552 17 32 process process VERB istl-1552 17 33 using use VERB istl-1552 17 34 computer computer NOUN istl-1552 17 35 algorithms algorithm NOUN istl-1552 17 36 , , PUNCT istl-1552 17 37 can can AUX istl-1552 17 38 yield yield VERB istl-1552 17 39 new new ADJ istl-1552 17 40 insights insight NOUN istl-1552 17 41 when when SCONJ istl-1552 17 42 made make VERB istl-1552 17 43 available available ADJ istl-1552 17 44 to to ADP istl-1552 17 45 people people NOUN istl-1552 17 46 in in ADP istl-1552 17 47 different different ADJ istl-1552 17 48 labs lab NOUN istl-1552 17 49 , , PUNCT istl-1552 17 50 different different ADJ istl-1552 17 51 disciplines discipline NOUN istl-1552 17 52 , , PUNCT istl-1552 17 53 and and CCONJ istl-1552 17 54 even even ADV istl-1552 17 55 citizen citizen NOUN istl-1552 17 56 scientists scientist NOUN istl-1552 17 57 without without ADP istl-1552 17 58 specialized specialized ADJ istl-1552 17 59 certification certification NOUN istl-1552 17 60 . . PUNCT istl-1552 18 1 nielsen nielsen PROPN istl-1552 18 2 , , PUNCT istl-1552 18 3 a a DET istl-1552 18 4 quantum quantum NOUN istl-1552 18 5 computing computing NOUN istl-1552 18 6 scientist scientist NOUN istl-1552 18 7 , , PUNCT istl-1552 18 8 understands understand VERB istl-1552 18 9 the the DET istl-1552 18 10 proclivity proclivity NOUN istl-1552 18 11 toward toward ADP istl-1552 18 12 secrecy secrecy NOUN istl-1552 18 13 in in ADP istl-1552 18 14 the the DET istl-1552 18 15 work work NOUN istl-1552 18 16 of of ADP istl-1552 18 17 scientists scientist NOUN istl-1552 18 18 . . PUNCT istl-1552 19 1 he he PRON istl-1552 19 2 argues argue VERB istl-1552 19 3 , , PUNCT istl-1552 19 4 nevertheless nevertheless ADV istl-1552 19 5 , , PUNCT istl-1552 19 6 that that SCONJ istl-1552 19 7 now now ADV istl-1552 19 8 is be AUX istl-1552 19 9 the the DET istl-1552 19 10 time time NOUN istl-1552 19 11 to to PART istl-1552 19 12 change change VERB istl-1552 19 13 the the DET istl-1552 19 14 culture culture NOUN istl-1552 19 15 of of ADP istl-1552 19 16 science science NOUN istl-1552 19 17 : : PUNCT istl-1552 19 18 from from ADP istl-1552 19 19 one one NUM istl-1552 19 20 that that PRON istl-1552 19 21 elevates elevate VERB istl-1552 19 22 priority priority NOUN istl-1552 19 23 of of ADP istl-1552 19 24 publication publication NOUN istl-1552 19 25 to to ADP istl-1552 19 26 one one NUM istl-1552 19 27 that that SCONJ istl-1552 19 28 rewards reward VERB istl-1552 19 29 sharing share VERB istl-1552 19 30 . . PUNCT istl-1552 20 1 the the DET istl-1552 20 2 final final ADJ istl-1552 20 3 chapter chapter NOUN istl-1552 20 4 of of ADP istl-1552 20 5 reinventing reinvent VERB istl-1552 20 6 science science NOUN istl-1552 20 7 devotes devote VERB istl-1552 20 8 itself itself PRON istl-1552 20 9 to to ADP istl-1552 20 10 envisioning envision VERB istl-1552 20 11 some some DET istl-1552 20 12 scenarios scenario NOUN istl-1552 20 13 in in ADP istl-1552 20 14 which which PRON istl-1552 20 15 this this PRON istl-1552 20 16 could could AUX istl-1552 20 17 happen happen VERB istl-1552 20 18 , , PUNCT istl-1552 20 19 from from ADP istl-1552 20 20 compulsory compulsory ADJ istl-1552 20 21 sharing sharing NOUN istl-1552 20 22 ( ( PUNCT istl-1552 20 23 via via ADP istl-1552 20 24 mandate mandate NOUN istl-1552 20 25 by by ADP istl-1552 20 26 governmental governmental ADJ istl-1552 20 27 and and CCONJ istl-1552 20 28 other other ADJ istl-1552 20 29 funding funding NOUN istl-1552 20 30 agencies agency NOUN istl-1552 20 31 ) ) PUNCT istl-1552 20 32 to to ADP istl-1552 20 33 voluntary voluntary ADJ istl-1552 20 34 sharing sharing NOUN istl-1552 20 35 via via ADP istl-1552 20 36 platforms platform NOUN istl-1552 20 37 such such ADJ istl-1552 20 38 as as ADP istl-1552 20 39 arxiv arxiv PROPN istl-1552 20 40 , , PUNCT istl-1552 20 41 and and CCONJ istl-1552 20 42 closes close VERB istl-1552 20 43 by by ADP istl-1552 20 44 suggesting suggest VERB istl-1552 20 45 ways way NOUN istl-1552 20 46 in in ADP istl-1552 20 47 which which PRON istl-1552 20 48 anyone anyone PRON istl-1552 20 49 , , PUNCT istl-1552 20 50 scientist scientist NOUN istl-1552 20 51 or or CCONJ istl-1552 20 52 non- non- SPACE istl-1552 20 53 , , PUNCT istl-1552 20 54 can can AUX istl-1552 20 55 help help VERB istl-1552 20 56 to to PART istl-1552 20 57 bring bring VERB istl-1552 20 58 this this PRON istl-1552 20 59 about about ADP istl-1552 20 60 . . PUNCT istl-1552 21 1 this this DET istl-1552 21 2 book book NOUN istl-1552 21 3 is be AUX istl-1552 21 4 suited suit VERB istl-1552 21 5 to to ADP istl-1552 21 6 a a DET istl-1552 21 7 wide wide ADJ istl-1552 21 8 audience audience NOUN istl-1552 21 9 : : PUNCT istl-1552 21 10 those those PRON istl-1552 21 11 interested interested ADJ istl-1552 21 12 in in ADP istl-1552 21 13 greater great ADJ istl-1552 21 14 detail detail NOUN istl-1552 21 15 ( ( PUNCT istl-1552 21 16 the the DET istl-1552 21 17 specifics specific NOUN istl-1552 21 18 of of ADP istl-1552 21 19 the the DET istl-1552 21 20 initial initial ADJ istl-1552 21 21 polymath polymath NOUN istl-1552 21 22 project project NOUN istl-1552 21 23 problem problem NOUN istl-1552 21 24 , , PUNCT istl-1552 21 25 for for ADP istl-1552 21 26 example example NOUN istl-1552 21 27 ) ) PUNCT istl-1552 21 28 can can AUX istl-1552 21 29 view view VERB istl-1552 21 30 the the DET istl-1552 21 31 appendix appendix PROPN istl-1552 21 32 , , PUNCT istl-1552 21 33 bibliographic bibliographic ADJ istl-1552 21 34 essay essay NOUN istl-1552 21 35 , , PUNCT istl-1552 21 36 and and CCONJ istl-1552 21 37 references reference NOUN istl-1552 21 38 at at ADP istl-1552 21 39 the the DET istl-1552 21 40 end end NOUN istl-1552 21 41 of of ADP istl-1552 21 42 the the DET istl-1552 21 43 book book NOUN istl-1552 21 44 , , PUNCT istl-1552 21 45 but but CCONJ istl-1552 21 46 nielsen nielsen PROPN istl-1552 21 47 has have AUX istl-1552 21 48 written write VERB istl-1552 21 49 the the DET istl-1552 21 50 main main ADJ istl-1552 21 51 text text NOUN istl-1552 21 52 in in ADP istl-1552 21 53 an an DET istl-1552 21 54 engaging engaging ADJ istl-1552 21 55 narrative narrative NOUN istl-1552 21 56 style style NOUN istl-1552 21 57 . . PUNCT istl-1552 22 1 suitable suitable ADJ istl-1552 22 2 for for ADP istl-1552 22 3 communities community NOUN istl-1552 22 4 served serve VERB istl-1552 22 5 by by ADP istl-1552 22 6 academic academic ADJ istl-1552 22 7 , , PUNCT istl-1552 22 8 public public ADJ istl-1552 22 9 , , PUNCT istl-1552 22 10 and and CCONJ istl-1552 22 11 perhaps perhaps ADV istl-1552 22 12 secondary secondary ADJ istl-1552 22 13 school school NOUN istl-1552 22 14 libraries library NOUN istl-1552 22 15 , , PUNCT istl-1552 22 16 nielsen nielsen PROPN istl-1552 22 17 's 's PART istl-1552 22 18 work work NOUN istl-1552 22 19 is be AUX istl-1552 22 20 enjoyable enjoyable ADJ istl-1552 22 21 and and CCONJ istl-1552 22 22 compelling compelling ADJ istl-1552 22 23 . . PUNCT istl-1552 23 1 previous previous ADJ istl-1552 23 2 contents content NOUN istl-1552 23 3 next next ADV