id sid tid token lemma pos crl-24516 1 1 865 865 NUM crl-24516 1 2 perceptions perception NOUN crl-24516 1 3 toward toward ADP crl-24516 1 4 artificial artificial ADJ crl-24516 1 5 intelligence intelligence NOUN crl-24516 1 6 among among ADP crl-24516 1 7 academic academic ADJ crl-24516 1 8 library library NOUN crl-24516 1 9 employees employee NOUN crl-24516 1 10 and and CCONJ crl-24516 1 11 alignment alignment VERB crl-24516 1 12 with with ADP crl-24516 1 13 the the DET crl-24516 1 14 diffusion diffusion NOUN crl-24516 1 15 of of ADP crl-24516 1 16 innovations innovation NOUN crl-24516 1 17 ’ ' PUNCT crl-24516 1 18 adopter adopter ADJ crl-24516 1 19 categories category NOUN crl-24516 1 20 brady brady PROPN crl-24516 1 21 d. d. PROPN crl-24516 1 22 lund lund PROPN crl-24516 1 23 , , PUNCT crl-24516 1 24 isaiah isaiah PROPN crl-24516 1 25 omame omame PROPN crl-24516 1 26 , , PUNCT crl-24516 1 27 solomon solomon PROPN crl-24516 1 28 tijani tijani PROPN crl-24516 1 29 , , PUNCT crl-24516 1 30 and and CCONJ crl-24516 1 31 daniel daniel PROPN crl-24516 1 32 agbaji agbaji PROPN crl-24516 1 33 * * PUNCT crl-24516 1 34 artificial artificial ADJ crl-24516 1 35 intelligence intelligence NOUN crl-24516 1 36 ( ( PUNCT crl-24516 1 37 ai ai PROPN crl-24516 1 38 ) ) PUNCT crl-24516 1 39 has have AUX crl-24516 1 40 emerged emerge VERB crl-24516 1 41 as as ADP crl-24516 1 42 a a DET crl-24516 1 43 topic topic NOUN crl-24516 1 44 of of ADP crl-24516 1 45 interest interest NOUN crl-24516 1 46 among among ADP crl-24516 1 47 information information NOUN crl-24516 1 48 technology technology NOUN crl-24516 1 49 innovators innovator NOUN crl-24516 1 50 . . PUNCT crl-24516 2 1 as as SCONJ crl-24516 2 2 ai ai PROPN crl-24516 2 3 is be AUX crl-24516 2 4 refined refine VERB crl-24516 2 5 , , PUNCT crl-24516 2 6 practical practical ADJ crl-24516 2 7 uses use NOUN crl-24516 2 8 of of ADP crl-24516 2 9 the the DET crl-24516 2 10 technology technology NOUN crl-24516 2 11 to to PART crl-24516 2 12 improve improve VERB crl-24516 2 13 the the DET crl-24516 2 14 transfer transfer NOUN crl-24516 2 15 of of ADP crl-24516 2 16 information information NOUN crl-24516 2 17 are be AUX crl-24516 2 18 increasingly increasingly ADV crl-24516 2 19 investigated investigate VERB crl-24516 2 20 , , PUNCT crl-24516 2 21 developed develop VERB crl-24516 2 22 , , PUNCT crl-24516 2 23 and and CCONJ crl-24516 2 24 adopted adopt VERB crl-24516 2 25 in in ADP crl-24516 2 26 a a DET crl-24516 2 27 variety variety NOUN crl-24516 2 28 of of ADP crl-24516 2 29 public public ADJ crl-24516 2 30 environments environment NOUN crl-24516 2 31 , , PUNCT crl-24516 2 32 including include VERB crl-24516 2 33 in in ADP crl-24516 2 34 libraries library NOUN crl-24516 2 35 . . PUNCT crl-24516 3 1 given give VERB crl-24516 3 2 the the DET crl-24516 3 3 relatively relatively ADV crl-24516 3 4 recent recent ADJ crl-24516 3 5 emergence emergence NOUN crl-24516 3 6 of of ADP crl-24516 3 7 ai ai PROPN crl-24516 3 8 in in ADP crl-24516 3 9 this this DET crl-24516 3 10 respect respect NOUN crl-24516 3 11 , , PUNCT crl-24516 3 12 it it PRON crl-24516 3 13 presents present VERB crl-24516 3 14 an an DET crl-24516 3 15 opportunity opportunity NOUN crl-24516 3 16 to to PART crl-24516 3 17 investigate investigate VERB crl-24516 3 18 the the DET crl-24516 3 19 emergence emergence NOUN crl-24516 3 20 of of ADP crl-24516 3 21 public public ADJ crl-24516 3 22 perceptions perception NOUN crl-24516 3 23 toward toward ADP crl-24516 3 24 the the DET crl-24516 3 25 innovation innovation NOUN crl-24516 3 26 and and CCONJ crl-24516 3 27 the the DET crl-24516 3 28 relationship relationship NOUN crl-24516 3 29 this this PRON crl-24516 3 30 holds hold VERB crl-24516 3 31 with with ADP crl-24516 3 32 the the DET crl-24516 3 33 adoption adoption NOUN crl-24516 3 34 of of ADP crl-24516 3 35 emerging emerge VERB crl-24516 3 36 technologies technology NOUN crl-24516 3 37 , , PUNCT crl-24516 3 38 as as SCONJ crl-24516 3 39 envisioned envision VERB crl-24516 3 40 in in ADP crl-24516 3 41 roger roger PROPN crl-24516 3 42 ’s ’s PART crl-24516 3 43 diffusion diffusion NOUN crl-24516 3 44 of of ADP crl-24516 3 45 innovations innovation NOUN crl-24516 3 46 model model NOUN crl-24516 3 47 . . PUNCT crl-24516 4 1 this this DET crl-24516 4 2 study study NOUN crl-24516 4 3 describes describe VERB crl-24516 4 4 the the DET crl-24516 4 5 results result NOUN crl-24516 4 6 of of ADP crl-24516 4 7 a a DET crl-24516 4 8 survey survey NOUN crl-24516 4 9 of of ADP crl-24516 4 10 practicing practice VERB crl-24516 4 11 librarians librarian NOUN crl-24516 4 12 regarding regard VERB crl-24516 4 13 the the DET crl-24516 4 14 adopter adopter ADJ crl-24516 4 15 category category NOUN crl-24516 4 16 ( ( PUNCT crl-24516 4 17 innovator innovator NOUN crl-24516 4 18 , , PUNCT crl-24516 4 19 early early ADJ crl-24516 4 20 adopter adopter NOUN crl-24516 4 21 , , PUNCT crl-24516 4 22 early early ADJ crl-24516 4 23 majority majority NOUN crl-24516 4 24 , , PUNCT crl-24516 4 25 late late ADJ crl-24516 4 26 majority majority NOUN crl-24516 4 27 , , PUNCT crl-24516 4 28 laggard laggard NOUN crl-24516 4 29 ) ) PUNCT crl-24516 4 30 with with ADP crl-24516 4 31 which which PRON crl-24516 4 32 they they PRON crl-24516 4 33 identify identify VERB crl-24516 4 34 and and CCONJ crl-24516 4 35 the the DET crl-24516 4 36 relationship relationship NOUN crl-24516 4 37 of of ADP crl-24516 4 38 this this DET crl-24516 4 39 identification identification NOUN crl-24516 4 40 with with ADP crl-24516 4 41 perceived perceive VERB crl-24516 4 42 knowledge knowledge NOUN crl-24516 4 43 and and CCONJ crl-24516 4 44 perceptions perception NOUN crl-24516 4 45 of of ADP crl-24516 4 46 ai ai PROPN crl-24516 4 47 technology technology NOUN crl-24516 4 48 within within ADP crl-24516 4 49 and and CCONJ crl-24516 4 50 outside outside ADP crl-24516 4 51 the the DET crl-24516 4 52 library library NOUN crl-24516 4 53 environment environment NOUN crl-24516 4 54 . . PUNCT crl-24516 5 1 the the DET crl-24516 5 2 findings finding NOUN crl-24516 5 3 of of ADP crl-24516 5 4 this this DET crl-24516 5 5 survey survey NOUN crl-24516 5 6 have have VERB crl-24516 5 7 both both DET crl-24516 5 8 theoretical theoretical ADJ crl-24516 5 9 implications implication NOUN crl-24516 5 10 for for ADP crl-24516 5 11 the the DET crl-24516 5 12 diffusion diffusion NOUN crl-24516 5 13 model model NOUN crl-24516 5 14 within within ADP crl-24516 5 15 the the DET crl-24516 5 16 library library NOUN crl-24516 5 17 technology technology NOUN crl-24516 5 18 context context NOUN crl-24516 5 19 as as ADV crl-24516 5 20 well well ADV crl-24516 5 21 as as ADP crl-24516 5 22 practical practical ADJ crl-24516 5 23 implications implication NOUN crl-24516 5 24 for for ADP crl-24516 5 25 supporting support VERB crl-24516 5 26 the the DET crl-24516 5 27 process process NOUN crl-24516 5 28 of of ADP crl-24516 5 29 diffusion diffusion NOUN crl-24516 5 30 of of ADP crl-24516 5 31 emerging emerge VERB crl-24516 5 32 technologies technology NOUN crl-24516 5 33 among among ADP crl-24516 5 34 academic academic ADJ crl-24516 5 35 library library NOUN crl-24516 5 36 employees employee NOUN crl-24516 5 37 . . PUNCT crl-24516 6 1 artificial artificial ADJ crl-24516 6 2 intelligence intelligence NOUN crl-24516 6 3 ( ( PUNCT crl-24516 6 4 ai ai PROPN crl-24516 6 5 ) ) PUNCT crl-24516 6 6 is be AUX crl-24516 6 7 a a DET crl-24516 6 8 technological technological ADJ crl-24516 6 9 innovation innovation NOUN crl-24516 6 10 of of ADP crl-24516 6 11 increasing increase VERB crl-24516 6 12 interest interest NOUN crl-24516 6 13 to to ADP crl-24516 6 14 the the DET crl-24516 6 15 general general ADJ crl-24516 6 16 public public NOUN crl-24516 6 17 as as ADV crl-24516 6 18 well well ADV crl-24516 6 19 as as ADP crl-24516 6 20 within within ADP crl-24516 6 21 the the DET crl-24516 6 22 academic academic ADJ crl-24516 6 23 library library NOUN crl-24516 6 24 environment.1 environment.1 PROPN crl-24516 6 25 given give VERB crl-24516 6 26 the the DET crl-24516 6 27 early early ADJ crl-24516 6 28 stage stage NOUN crl-24516 6 29 in in ADP crl-24516 6 30 the the DET crl-24516 6 31 development development NOUN crl-24516 6 32 of of ADP crl-24516 6 33 this this DET crl-24516 6 34 technology technology NOUN crl-24516 6 35 and and CCONJ crl-24516 6 36 its its PRON crl-24516 6 37 adoption adoption NOUN crl-24516 6 38 for for ADP crl-24516 6 39 public public ADJ crl-24516 6 40 use use NOUN crl-24516 6 41 , , PUNCT crl-24516 6 42 there there PRON crl-24516 6 43 is be VERB crl-24516 6 44 a a DET crl-24516 6 45 unique unique ADJ crl-24516 6 46 opportunity opportunity NOUN crl-24516 6 47 to to PART crl-24516 6 48 examine examine VERB crl-24516 6 49 a a DET crl-24516 6 50 cross cross NOUN crl-24516 6 51 - - NOUN crl-24516 6 52 section section NOUN crl-24516 6 53 of of ADP crl-24516 6 54 librarians librarian NOUN crl-24516 6 55 regarding regard VERB crl-24516 6 56 the the DET crl-24516 6 57 diffusion diffusion NOUN crl-24516 6 58 of of ADP crl-24516 6 59 innovations innovation NOUN crl-24516 6 60 model model NOUN crl-24516 6 61 and and CCONJ crl-24516 6 62 perceptions perception NOUN crl-24516 6 63 of of ADP crl-24516 6 64 ai ai PROPN crl-24516 6 65 . . PUNCT crl-24516 7 1 no no DET crl-24516 7 2 study study NOUN crl-24516 7 3 of of ADP crl-24516 7 4 this this DET crl-24516 7 5 extent extent NOUN crl-24516 7 6 has have AUX crl-24516 7 7 yet yet ADV crl-24516 7 8 been be AUX crl-24516 7 9 published publish VERB crl-24516 7 10 in in ADP crl-24516 7 11 the the DET crl-24516 7 12 scholarly scholarly ADJ crl-24516 7 13 literature literature NOUN crl-24516 7 14 in in ADP crl-24516 7 15 library library NOUN crl-24516 7 16 and and CCONJ crl-24516 7 17 information information NOUN crl-24516 7 18 science science NOUN crl-24516 7 19 ( ( PUNCT crl-24516 7 20 lis lis PROPN crl-24516 7 21 ) ) PUNCT crl-24516 7 22 . . PUNCT crl-24516 8 1 such such DET crl-24516 8 2 an an DET crl-24516 8 3 examination examination NOUN crl-24516 8 4 may may AUX crl-24516 8 5 prove prove VERB crl-24516 8 6 beneficial beneficial ADJ crl-24516 8 7 both both PRON crl-24516 8 8 to to ADP crl-24516 8 9 the the DET crl-24516 8 10 understanding understanding NOUN crl-24516 8 11 of of ADP crl-24516 8 12 diffusion diffusion NOUN crl-24516 8 13 of of ADP crl-24516 8 14 innovations innovation NOUN crl-24516 8 15 theory theory NOUN crl-24516 8 16 as as ADV crl-24516 8 17 well well ADV crl-24516 8 18 as as ADP crl-24516 8 19 perceptions perception NOUN crl-24516 8 20 of of ADP crl-24516 8 21 academic academic ADJ crl-24516 8 22 library library NOUN crl-24516 8 23 employees employee NOUN crl-24516 8 24 toward toward ADP crl-24516 8 25 ai ai VERB crl-24516 8 26 in in ADP crl-24516 8 27 general general ADJ crl-24516 8 28 . . PUNCT crl-24516 9 1 the the DET crl-24516 9 2 findings finding NOUN crl-24516 9 3 may may AUX crl-24516 9 4 assist assist VERB crl-24516 9 5 academic academic ADJ crl-24516 9 6 library library NOUN crl-24516 9 7 administrators administrator NOUN crl-24516 9 8 and and CCONJ crl-24516 9 9 tech tech NOUN crl-24516 9 10 - - PUNCT crl-24516 9 11 inclined incline VERB crl-24516 9 12 employees employee NOUN crl-24516 9 13 as as SCONJ crl-24516 9 14 they they PRON crl-24516 9 15 aim aim VERB crl-24516 9 16 to to PART crl-24516 9 17 garner garner VERB crl-24516 9 18 greater great ADJ crl-24516 9 19 receptiveness receptiveness NOUN crl-24516 9 20 among among ADP crl-24516 9 21 colleagues colleague NOUN crl-24516 9 22 toward toward ADP crl-24516 9 23 adopting adopt VERB crl-24516 9 24 ai ai PROPN crl-24516 9 25 technology technology NOUN crl-24516 9 26 in in ADP crl-24516 9 27 their their PRON crl-24516 9 28 libraries library NOUN crl-24516 9 29 . . PUNCT crl-24516 10 1 artificial artificial ADJ crl-24516 10 2 intelligence intelligence NOUN crl-24516 10 3 ( ( PUNCT crl-24516 10 4 ai ai PROPN crl-24516 10 5 ) ) PUNCT crl-24516 10 6 can can AUX crl-24516 10 7 be be AUX crl-24516 10 8 defined define VERB crl-24516 10 9 in in ADP crl-24516 10 10 many many ADJ crl-24516 10 11 ways way NOUN crl-24516 10 12 , , PUNCT crl-24516 10 13 as as SCONJ crl-24516 10 14 noted note VERB crl-24516 10 15 throughout throughout ADP crl-24516 10 16 scholarly scholarly ADJ crl-24516 10 17 and and CCONJ crl-24516 10 18 general general ADJ crl-24516 10 19 literature literature NOUN crl-24516 10 20 , , PUNCT crl-24516 10 21 including include VERB crl-24516 10 22 a a DET crl-24516 10 23 recent recent ADJ crl-24516 10 24 article article NOUN crl-24516 10 25 published publish VERB crl-24516 10 26 in in ADP crl-24516 10 27 forbes.2 forbes.2 PROPN crl-24516 10 28 russell russell NOUN crl-24516 10 29 and and CCONJ crl-24516 10 30 norvig norvig NOUN crl-24516 10 31 , , PUNCT crl-24516 10 32 in in ADP crl-24516 10 33 brady brady PROPN crl-24516 10 34 d. d. PROPN crl-24516 10 35 lund lund PROPN crl-24516 10 36 is be AUX crl-24516 10 37 a a DET crl-24516 10 38 doctoral doctoral ADJ crl-24516 10 39 student student NOUN crl-24516 10 40 in in ADP crl-24516 10 41 the the DET crl-24516 10 42 school school NOUN crl-24516 10 43 of of ADP crl-24516 10 44 library library NOUN crl-24516 10 45 and and CCONJ crl-24516 10 46 information information NOUN crl-24516 10 47 management management NOUN crl-24516 10 48 at at ADP crl-24516 10 49 emporia emporia PROPN crl-24516 10 50 state state PROPN crl-24516 10 51 university university PROPN crl-24516 10 52 ; ; PUNCT crl-24516 10 53 email email NOUN crl-24516 10 54 : : PUNCT crl-24516 10 55 blund2@g.emporia.edu blund2@g.emporia.edu PROPN crl-24516 10 56 . . PUNCT crl-24516 11 1 isaiah isaiah PROPN crl-24516 11 2 omame omame PROPN crl-24516 11 3 is be AUX crl-24516 11 4 assistant assistant ADJ crl-24516 11 5 librarian librarian NOUN crl-24516 11 6 at at ADP crl-24516 11 7 federal federal ADJ crl-24516 11 8 university university PROPN crl-24516 11 9 of of ADP crl-24516 11 10 lafia lafia NOUN crl-24516 11 11 ; ; PUNCT crl-24516 11 12 email email NOUN crl-24516 11 13 : : PUNCT crl-24516 11 14 omameazy@gmail.com omameazy@gmail.com PROPN crl-24516 11 15 solomon solomon PROPN crl-24516 11 16 tijani tijani PROPN crl-24516 11 17 is be AUX crl-24516 11 18 assistant assistant ADJ crl-24516 11 19 researcher researcher NOUN crl-24516 11 20 at at ADP crl-24516 11 21 the the DET crl-24516 11 22 nigeria nigeria PROPN crl-24516 11 23 institute institute PROPN crl-24516 11 24 of of ADP crl-24516 11 25 social social ADJ crl-24516 11 26 and and CCONJ crl-24516 11 27 economic economic ADJ crl-24516 11 28 research research NOUN crl-24516 11 29 ; ; PUNCT crl-24516 11 30 email email NOUN crl-24516 11 31 : : PUNCT crl-24516 11 32 tijanisolomon@gmail.com tijanisolomon@gmail.com PROPN crl-24516 11 33 . . PUNCT crl-24516 12 1 daniel daniel PROPN crl-24516 12 2 agbaji agbaji PROPN crl-24516 12 3 is be AUX crl-24516 12 4 a a DET crl-24516 12 5 software software NOUN crl-24516 12 6 developer developer NOUN crl-24516 12 7 associate associate NOUN crl-24516 12 8 at at ADP crl-24516 12 9 flint flint PROPN crl-24516 12 10 hills hill NOUN crl-24516 12 11 resources resource NOUN crl-24516 12 12 ; ; PUNCT crl-24516 12 13 email email NOUN crl-24516 12 14 : : PUNCT crl-24516 12 15 dagbaji1@gmail.com dagbaji1@gmail.com X crl-24516 12 16 . . PUNCT crl-24516 13 1 © © PROPN crl-24516 13 2 2020 2020 NUM crl-24516 13 3 brady brady PROPN crl-24516 13 4 d. d. PROPN crl-24516 13 5 lund lund PROPN crl-24516 13 6 , , PUNCT crl-24516 13 7 isaiah isaiah PROPN crl-24516 13 8 omame omame PROPN crl-24516 13 9 , , PUNCT crl-24516 13 10 solomon solomon PROPN crl-24516 13 11 tijani tijani PROPN crl-24516 13 12 , , PUNCT crl-24516 13 13 and and CCONJ crl-24516 13 14 daniel daniel PROPN crl-24516 13 15 agbaji agbaji PROPN crl-24516 13 16 , , PUNCT crl-24516 13 17 attribution attribution NOUN crl-24516 13 18 - - PUNCT crl-24516 13 19 noncommercial noncommercial ADJ crl-24516 13 20 ( ( PUNCT crl-24516 13 21 https://creativecommons.org/licenses/by-nc/4.0/ https://creativecommons.org/licenses/by-nc/4.0/ NUM crl-24516 13 22 ) ) PUNCT crl-24516 13 23 cc cc X crl-24516 13 24 by by ADP crl-24516 13 25 - - PUNCT crl-24516 13 26 nc nc PROPN crl-24516 13 27 . . PUNCT crl-24516 14 1 mailto:blund2@g.emporia.edu mailto:blund2@g.emporia.edu PROPN crl-24516 14 2 mailto:omameazy@gmail.com mailto:omameazy@gmail.com PROPN crl-24516 14 3 mailto:tijanisolomon@gmail.com mailto:tijanisolomon@gmail.com PROPN crl-24516 14 4 mailto:dagbaji1@gmail.com mailto:dagbaji1@gmail.com X crl-24516 15 1 https://creativecommons.org/licenses/by-nc/4.0/ https://creativecommons.org/licenses/by-nc/4.0/ PROPN crl-24516 15 2 866 866 NUM crl-24516 15 3 college college PROPN crl-24516 15 4 & & CCONJ crl-24516 15 5 research research PROPN crl-24516 15 6 libraries library NOUN crl-24516 15 7 july july PROPN crl-24516 15 8 2020 2020 NUM crl-24516 15 9 their their PRON crl-24516 15 10 seminal seminal ADJ crl-24516 15 11 textbook textbook NOUN crl-24516 15 12 on on ADP crl-24516 15 13 ai ai NOUN crl-24516 15 14 , , PUNCT crl-24516 15 15 provide provide VERB crl-24516 15 16 eight eight NUM crl-24516 15 17 unique unique ADJ crl-24516 15 18 definitions definition NOUN crl-24516 15 19 that that PRON crl-24516 15 20 give give VERB crl-24516 15 21 different different ADJ crl-24516 15 22 perspectives perspective NOUN crl-24516 15 23 toward toward ADP crl-24516 15 24 the the DET crl-24516 15 25 art art NOUN crl-24516 15 26 and and CCONJ crl-24516 15 27 science science NOUN crl-24516 15 28 of of ADP crl-24516 15 29 creating create VERB crl-24516 15 30 a a DET crl-24516 15 31 system system NOUN crl-24516 15 32 that that PRON crl-24516 15 33 can can AUX crl-24516 15 34 make make VERB crl-24516 15 35 intelligent intelligent ADJ crl-24516 15 36 decisions.3 decisions.3 X crl-24516 15 37 cox cox X crl-24516 15 38 , , PUNCT crl-24516 15 39 pinfield pinfield PROPN crl-24516 15 40 , , PUNCT crl-24516 15 41 and and CCONJ crl-24516 15 42 rutter4 rutter4 NOUN crl-24516 15 43 use use VERB crl-24516 15 44 a a DET crl-24516 15 45 definition definition NOUN crl-24516 15 46 from from ADP crl-24516 15 47 tredinnick tredinnick NOUN crl-24516 15 48 : : PUNCT crl-24516 15 49 ( ( PUNCT crl-24516 15 50 ai ai VERB crl-24516 15 51 is be AUX crl-24516 15 52 ) ) PUNCT crl-24516 15 53 “ " PUNCT crl-24516 15 54 a a DET crl-24516 15 55 cluster cluster NOUN crl-24516 15 56 of of ADP crl-24516 15 57 technologies technology NOUN crl-24516 15 58 and and CCONJ crl-24516 15 59 approaches approach NOUN crl-24516 15 60 to to ADP crl-24516 15 61 computing computing NOUN crl-24516 15 62 focused focus VERB crl-24516 15 63 on on ADP crl-24516 15 64 the the DET crl-24516 15 65 ability ability NOUN crl-24516 15 66 of of ADP crl-24516 15 67 computers computer NOUN crl-24516 15 68 to to PART crl-24516 15 69 make make VERB crl-24516 15 70 flexible flexible ADJ crl-24516 15 71 rational rational ADJ crl-24516 15 72 decisions decision NOUN crl-24516 15 73 in in ADP crl-24516 15 74 response response NOUN crl-24516 15 75 to to ADP crl-24516 15 76 unpredictable unpredictable ADJ crl-24516 15 77 environmental environmental ADJ crl-24516 15 78 conditions condition NOUN crl-24516 15 79 . . PUNCT crl-24516 15 80 ”5 ”5 SPACE crl-24516 16 1 a a DET crl-24516 16 2 functional functional ADJ crl-24516 16 3 definition definition NOUN crl-24516 16 4 for for ADP crl-24516 16 5 this this DET crl-24516 16 6 study study NOUN crl-24516 16 7 is be AUX crl-24516 16 8 gleaned glean VERB crl-24516 16 9 from from ADP crl-24516 16 10 the the DET crl-24516 16 11 work work NOUN crl-24516 16 12 of of ADP crl-24516 16 13 ai ai PROPN crl-24516 16 14 researchers researcher NOUN crl-24516 16 15 keith keith PROPN crl-24516 16 16 frankish frankish PROPN crl-24516 16 17 and and CCONJ crl-24516 16 18 william william PROPN crl-24516 16 19 ramsey ramsey PROPN crl-24516 16 20 in in ADP crl-24516 16 21 the the DET crl-24516 16 22 cambridge cambridge NOUN crl-24516 16 23 handbook handbook NOUN crl-24516 16 24 of of ADP crl-24516 16 25 artificial artificial ADJ crl-24516 16 26 intelligence intelligence NOUN crl-24516 16 27 : : PUNCT crl-24516 16 28 “ " PUNCT crl-24516 16 29 artificial artificial ADJ crl-24516 16 30 intelligence intelligence NOUN crl-24516 16 31 is be AUX crl-24516 16 32 a a DET crl-24516 16 33 cross cross ADJ crl-24516 16 34 - - ADJ crl-24516 16 35 disciplinary disciplinary ADJ crl-24516 16 36 approach approach NOUN crl-24516 16 37 to to ADP crl-24516 16 38 understanding understanding NOUN crl-24516 16 39 , , PUNCT crl-24516 16 40 modeling modeling NOUN crl-24516 16 41 , , PUNCT crl-24516 16 42 and and CCONJ crl-24516 16 43 replicating replicate VERB crl-24516 16 44 intelligence intelligence NOUN crl-24516 16 45 and and CCONJ crl-24516 16 46 cognitive cognitive ADJ crl-24516 16 47 processes process NOUN crl-24516 16 48 by by ADP crl-24516 16 49 invoking invoke VERB crl-24516 16 50 various various ADJ crl-24516 16 51 computational computational ADJ crl-24516 16 52 , , PUNCT crl-24516 16 53 mathematical mathematical ADJ crl-24516 16 54 , , PUNCT crl-24516 16 55 logical logical ADJ crl-24516 16 56 , , PUNCT crl-24516 16 57 mechanical mechanical ADJ crl-24516 16 58 , , PUNCT crl-24516 16 59 and and CCONJ crl-24516 16 60 even even ADV crl-24516 16 61 biological biological ADJ crl-24516 16 62 principles principle NOUN crl-24516 16 63 and and CCONJ crl-24516 16 64 devices device NOUN crl-24516 16 65 , , PUNCT crl-24516 16 66 ” " PUNCT crl-24516 16 67 often often ADV crl-24516 16 68 from from ADP crl-24516 16 69 a a DET crl-24516 16 70 pragmatic pragmatic ADJ crl-24516 16 71 ( ( PUNCT crl-24516 16 72 smart smart ADJ crl-24516 16 73 systems system NOUN crl-24516 16 74 design design NOUN crl-24516 16 75 ) ) PUNCT crl-24516 16 76 perspective.6 perspective.6 X crl-24516 16 77 in in ADP crl-24516 16 78 a a DET crl-24516 16 79 library library NOUN crl-24516 16 80 and and CCONJ crl-24516 16 81 information information NOUN crl-24516 16 82 organization organization NOUN crl-24516 16 83 , , PUNCT crl-24516 16 84 a a DET crl-24516 16 85 use use NOUN crl-24516 16 86 of of ADP crl-24516 16 87 ai ai PROPN crl-24516 16 88 might might AUX crl-24516 16 89 include include VERB crl-24516 16 90 creating create VERB crl-24516 16 91 a a DET crl-24516 16 92 program program NOUN crl-24516 16 93 that that PRON crl-24516 16 94 offers offer VERB crl-24516 16 95 automated automate VERB crl-24516 16 96 reference reference NOUN crl-24516 16 97 services service NOUN crl-24516 16 98 or or CCONJ crl-24516 16 99 scans scan NOUN crl-24516 16 100 the the DET crl-24516 16 101 text text NOUN crl-24516 16 102 of of ADP crl-24516 16 103 books book NOUN crl-24516 16 104 to to PART crl-24516 16 105 identify identify VERB crl-24516 16 106 appropriate appropriate ADJ crl-24516 16 107 subject subject NOUN crl-24516 16 108 categories.7 categories.7 NOUN crl-24516 16 109 on on ADP crl-24516 16 110 the the DET crl-24516 16 111 design design NOUN crl-24516 16 112 side side NOUN crl-24516 16 113 , , PUNCT crl-24516 16 114 artificial artificial ADJ crl-24516 16 115 intelligence intelligence NOUN crl-24516 16 116 requires require VERB crl-24516 16 117 highly highly ADV crl-24516 16 118 complex complex ADJ crl-24516 16 119 programming programming NOUN crl-24516 16 120 logic logic NOUN crl-24516 16 121 and and CCONJ crl-24516 16 122 understanding understanding NOUN crl-24516 16 123 of of ADP crl-24516 16 124 statistical statistical ADJ crl-24516 16 125 and and CCONJ crl-24516 16 126 computing computing NOUN crl-24516 16 127 principles principle NOUN crl-24516 16 128 ; ; PUNCT crl-24516 16 129 however however ADV crl-24516 16 130 , , PUNCT crl-24516 16 131 on on ADP crl-24516 16 132 the the DET crl-24516 16 133 practical practical ADJ crl-24516 16 134 side side NOUN crl-24516 16 135 ( ( PUNCT crl-24516 16 136 as as SCONJ crl-24516 16 137 would would AUX crl-24516 16 138 be be AUX crl-24516 16 139 used use VERB crl-24516 16 140 by by ADP crl-24516 16 141 libraries library NOUN crl-24516 16 142 ) ) PUNCT crl-24516 16 143 , , PUNCT crl-24516 16 144 what what PRON crl-24516 16 145 is be AUX crl-24516 16 146 most most ADV crl-24516 16 147 needed need VERB crl-24516 16 148 is be AUX crl-24516 16 149 simply simply ADV crl-24516 16 150 a a DET crl-24516 16 151 change change NOUN crl-24516 16 152 in in ADP crl-24516 16 153 thought thought NOUN crl-24516 16 154 about about ADP crl-24516 16 155 what what PRON crl-24516 16 156 library library NOUN crl-24516 16 157 technology technology NOUN crl-24516 16 158 is be AUX crl-24516 16 159 and and CCONJ crl-24516 16 160 can can AUX crl-24516 16 161 become.8 become.8 VERB crl-24516 16 162 artificial artificial ADJ crl-24516 16 163 intelligence intelligence NOUN crl-24516 16 164 is be AUX crl-24516 16 165 arguably arguably ADV crl-24516 16 166 the the DET crl-24516 16 167 next next ADJ crl-24516 16 168 frontier frontier NOUN crl-24516 16 169 in in ADP crl-24516 16 170 an an DET crl-24516 16 171 evolution evolution NOUN crl-24516 16 172 of of ADP crl-24516 16 173 computing compute VERB crl-24516 16 174 technology technology NOUN crl-24516 16 175 that that PRON crl-24516 16 176 has have AUX crl-24516 16 177 seen see VERB crl-24516 16 178 the the DET crl-24516 16 179 development development NOUN crl-24516 16 180 of of ADP crl-24516 16 181 mobile mobile ADJ crl-24516 16 182 computing computing NOUN crl-24516 16 183 and and CCONJ crl-24516 16 184 ultra ultra ADJ crl-24516 16 185 - - ADJ crl-24516 16 186 fast fast ADJ crl-24516 16 187 processors processor NOUN crl-24516 16 188 . . PUNCT crl-24516 17 1 the the DET crl-24516 17 2 multitude multitude NOUN crl-24516 17 3 of of ADP crl-24516 17 4 possible possible ADJ crl-24516 17 5 uses use NOUN crl-24516 17 6 for for ADP crl-24516 17 7 ai ai PRON crl-24516 17 8 ( ( PUNCT crl-24516 17 9 affecting affect VERB crl-24516 17 10 virtually virtually ADV crl-24516 17 11 all all DET crl-24516 17 12 aspects aspect NOUN crl-24516 17 13 of of ADP crl-24516 17 14 our our PRON crl-24516 17 15 lives life NOUN crl-24516 17 16 , , PUNCT crl-24516 17 17 just just ADV crl-24516 17 18 as as ADP crl-24516 17 19 with with ADP crl-24516 17 20 the the DET crl-24516 17 21 innovations innovation NOUN crl-24516 17 22 of of ADP crl-24516 17 23 the the DET crl-24516 17 24 internet internet NOUN crl-24516 17 25 , , PUNCT crl-24516 17 26 personal personal ADJ crl-24516 17 27 computers computer NOUN crl-24516 17 28 , , PUNCT crl-24516 17 29 and and CCONJ crl-24516 17 30 mobile mobile ADJ crl-24516 17 31 phones phone NOUN crl-24516 17 32 ) ) PUNCT crl-24516 17 33 has have AUX crl-24516 17 34 led lead VERB crl-24516 17 35 to to ADP crl-24516 17 36 the the DET crl-24516 17 37 creation creation NOUN crl-24516 17 38 of of ADP crl-24516 17 39 a a DET crl-24516 17 40 multibillion multibillion NOUN crl-24516 17 41 dollar dollar NOUN crl-24516 17 42 industry industry NOUN crl-24516 17 43 , , PUNCT crl-24516 17 44 which which PRON crl-24516 17 45 could could AUX crl-24516 17 46 easily easily ADV crl-24516 17 47 become become VERB crl-24516 17 48 a a DET crl-24516 17 49 multitrillion multitrillion NOUN crl-24516 17 50 dollar dollar NOUN crl-24516 17 51 industry industry NOUN crl-24516 17 52 before before SCONJ crl-24516 17 53 all all ADV crl-24516 17 54 is be AUX crl-24516 17 55 said say VERB crl-24516 17 56 and and CCONJ crl-24516 17 57 done.9 done.9 PRON crl-24516 17 58 it it PRON crl-24516 17 59 is be AUX crl-24516 17 60 important important ADJ crl-24516 17 61 for for SCONJ crl-24516 17 62 libraries library NOUN crl-24516 17 63 to to PART crl-24516 17 64 investigate investigate VERB crl-24516 17 65 ai ai PROPN crl-24516 17 66 technologies technology NOUN crl-24516 17 67 as as SCONJ crl-24516 17 68 they they PRON crl-24516 17 69 develop develop VERB crl-24516 17 70 and and CCONJ crl-24516 17 71 integrate integrate VERB crl-24516 17 72 them they PRON crl-24516 17 73 as as ADP crl-24516 17 74 appropriate appropriate ADJ crl-24516 17 75 . . PUNCT crl-24516 18 1 research research NOUN crl-24516 18 2 questions question NOUN crl-24516 18 3 the the DET crl-24516 18 4 following follow VERB crl-24516 18 5 research research NOUN crl-24516 18 6 questions question NOUN crl-24516 18 7 were be AUX crl-24516 18 8 developed develop VERB crl-24516 18 9 to to PART crl-24516 18 10 address address VERB crl-24516 18 11 topics topic NOUN crl-24516 18 12 of of ADP crl-24516 18 13 ai ai NOUN crl-24516 18 14 use use NOUN crl-24516 18 15 in in ADP crl-24516 18 16 libraries library NOUN crl-24516 18 17 and and CCONJ crl-24516 18 18 the the DET crl-24516 18 19 theoretical theoretical ADJ crl-24516 18 20 framework framework NOUN crl-24516 18 21 used use VERB crl-24516 18 22 for for ADP crl-24516 18 23 the the DET crl-24516 18 24 study study NOUN crl-24516 18 25 : : PUNCT crl-24516 19 1 1 1 X crl-24516 19 2 . . X crl-24516 19 3 what what PRON crl-24516 19 4 are be AUX crl-24516 19 5 the the DET crl-24516 19 6 perceptions perception NOUN crl-24516 19 7 of of ADP crl-24516 19 8 academic academic ADJ crl-24516 19 9 librarians librarian NOUN crl-24516 19 10 worldwide worldwide ADV crl-24516 19 11 toward toward ADP crl-24516 19 12 the the DET crl-24516 19 13 prospect prospect NOUN crl-24516 19 14 of of ADP crl-24516 19 15 artificial artificial ADJ crl-24516 19 16 intelligence intelligence NOUN crl-24516 19 17 in in ADP crl-24516 19 18 everyday everyday ADJ crl-24516 19 19 life life NOUN crl-24516 19 20 and and CCONJ crl-24516 19 21 within within ADP crl-24516 19 22 the the DET crl-24516 19 23 library library NOUN crl-24516 19 24 environment environment NOUN crl-24516 19 25 ? ? PUNCT crl-24516 20 1 2 2 X crl-24516 20 2 . . X crl-24516 20 3 do do VERB crl-24516 20 4 perceptions perception NOUN crl-24516 20 5 of of ADP crl-24516 20 6 academic academic ADJ crl-24516 20 7 librarians librarian NOUN crl-24516 20 8 toward toward ADP crl-24516 20 9 ai ai VERB crl-24516 20 10 vary vary ADJ crl-24516 20 11 in in ADP crl-24516 20 12 accordance accordance NOUN crl-24516 20 13 with with ADP crl-24516 20 14 their their PRON crl-24516 20 15 adopter adopter ADJ crl-24516 20 16 category category NOUN crl-24516 20 17 , , PUNCT crl-24516 20 18 as as SCONJ crl-24516 20 19 described describe VERB crl-24516 20 20 in in ADP crl-24516 20 21 roger roger PROPN crl-24516 20 22 ’s ’s PART crl-24516 20 23 model model NOUN crl-24516 20 24 of of ADP crl-24516 20 25 diffusion diffusion NOUN crl-24516 20 26 of of ADP crl-24516 20 27 innovations innovation NOUN crl-24516 20 28 ? ? PUNCT crl-24516 21 1 literature literature NOUN crl-24516 21 2 review review NOUN crl-24516 21 3 discussion discussion NOUN crl-24516 21 4 of of ADP crl-24516 21 5 artificial artificial ADJ crl-24516 21 6 intelligence intelligence NOUN crl-24516 21 7 in in ADP crl-24516 21 8 library library NOUN crl-24516 21 9 and and CCONJ crl-24516 21 10 information information NOUN crl-24516 21 11 science science NOUN crl-24516 21 12 literature literature NOUN crl-24516 21 13 has have AUX crl-24516 21 14 existed exist VERB crl-24516 21 15 for for ADP crl-24516 21 16 nearly nearly ADV crl-24516 21 17 a a PRON crl-24516 21 18 half half ADJ crl-24516 21 19 - - PUNCT crl-24516 21 20 century century NOUN crl-24516 21 21 . . PUNCT crl-24516 22 1 library library PROPN crl-24516 22 2 technology technology PROPN crl-24516 22 3 pioneer pioneer PROPN crl-24516 22 4 f.w f.w PROPN crl-24516 22 5 . . PROPN crl-24516 22 6 lancaster lancaster PROPN crl-24516 22 7 took take VERB crl-24516 22 8 interest interest NOUN crl-24516 22 9 in in ADP crl-24516 22 10 the the DET crl-24516 22 11 topic topic NOUN crl-24516 22 12 in in ADP crl-24516 22 13 the the DET crl-24516 22 14 mid-1970s mid-1970 NOUN crl-24516 22 15 and and CCONJ crl-24516 22 16 continued continue VERB crl-24516 22 17 to to PART crl-24516 22 18 investigate investigate VERB crl-24516 22 19 use use NOUN crl-24516 22 20 of of ADP crl-24516 22 21 ai ai NOUN crl-24516 22 22 in in ADP crl-24516 22 23 libraries library NOUN crl-24516 22 24 systems system NOUN crl-24516 22 25 for for ADP crl-24516 22 26 several several ADJ crl-24516 22 27 decades.10 decades.10 X crl-24516 22 28 tom tom PROPN crl-24516 22 29 suprenant suprenant PROPN crl-24516 22 30 , , PUNCT crl-24516 22 31 in in ADP crl-24516 22 32 1983 1983 NUM crl-24516 22 33 , , PUNCT crl-24516 22 34 described describe VERB crl-24516 22 35 artificial artificial ADJ crl-24516 22 36 intelligence intelligence NOUN crl-24516 22 37 as as ADP crl-24516 22 38 a a DET crl-24516 22 39 technology technology NOUN crl-24516 22 40 with with ADP crl-24516 22 41 the the DET crl-24516 22 42 potential potential NOUN crl-24516 22 43 to to PART crl-24516 22 44 “ " PUNCT crl-24516 22 45 eventually eventually ADV crl-24516 22 46 handle handle VERB crl-24516 22 47 the the DET crl-24516 22 48 work work NOUN crl-24516 22 49 of of ADP crl-24516 22 50 an an DET crl-24516 22 51 entire entire ADJ crl-24516 22 52 ( ( PUNCT crl-24516 22 53 library library NOUN crl-24516 22 54 ) ) PUNCT crl-24516 22 55 department department NOUN crl-24516 22 56 . . PUNCT crl-24516 23 1 ”11 ”11 PROPN crl-24516 23 2 in in ADP crl-24516 23 3 1987 1987 NUM crl-24516 23 4 , , PUNCT crl-24516 23 5 linda linda PROPN crl-24516 23 6 smith smith PROPN crl-24516 23 7 reviewed review VERB crl-24516 23 8 the the DET crl-24516 23 9 literature literature NOUN crl-24516 23 10 within within ADP crl-24516 23 11 artificial artificial ADJ crl-24516 23 12 intelligence intelligence NOUN crl-24516 23 13 to to PART crl-24516 23 14 identify identify VERB crl-24516 23 15 potential potential ADJ crl-24516 23 16 applications application NOUN crl-24516 23 17 in in ADP crl-24516 23 18 libraries.12 libraries.12 NOUN crl-24516 23 19 most most ADJ crl-24516 23 20 of of ADP crl-24516 23 21 these these DET crl-24516 23 22 works work NOUN crl-24516 23 23 , , PUNCT crl-24516 23 24 however however ADV crl-24516 23 25 , , PUNCT crl-24516 23 26 were be AUX crl-24516 23 27 largely largely ADV crl-24516 23 28 theoretical theoretical ADJ crl-24516 23 29 rather rather ADV crl-24516 23 30 than than ADP crl-24516 23 31 examining examine VERB crl-24516 23 32 practical practical ADJ crl-24516 23 33 applications application NOUN crl-24516 23 34 . . PUNCT crl-24516 24 1 from from ADP crl-24516 24 2 a a DET crl-24516 24 3 practical practical ADJ crl-24516 24 4 standpoint standpoint NOUN crl-24516 24 5 , , PUNCT crl-24516 24 6 the the DET crl-24516 24 7 use use NOUN crl-24516 24 8 of of ADP crl-24516 24 9 artificial artificial ADJ crl-24516 24 10 intelligence intelligence NOUN crl-24516 24 11 in in ADP crl-24516 24 12 libraries library NOUN crl-24516 24 13 is be AUX crl-24516 24 14 new new ADJ crl-24516 24 15 and and CCONJ crl-24516 24 16 not not PART crl-24516 24 17 understood understand VERB crl-24516 24 18 well well ADV crl-24516 24 19 . . PUNCT crl-24516 25 1 some some PRON crl-24516 25 2 of of ADP crl-24516 25 3 the the DET crl-24516 25 4 efforts effort NOUN crl-24516 25 5 to to PART crl-24516 25 6 integrate integrate VERB crl-24516 25 7 ai ai AUX crl-24516 25 8 started start VERB crl-24516 25 9 from from ADP crl-24516 25 10 the the DET crl-24516 25 11 earlier early ADJ crl-24516 25 12 ideas idea NOUN crl-24516 25 13 of of ADP crl-24516 25 14 the the DET crl-24516 25 15 late late ADJ crl-24516 25 16 1980s/1990s 1980s/1990s NUM crl-24516 25 17 , , PUNCT crl-24516 25 18 but but CCONJ crl-24516 25 19 are be AUX crl-24516 25 20 just just ADV crl-24516 25 21 now now ADV crl-24516 25 22 on on ADP crl-24516 25 23 the the DET crl-24516 25 24 verge verge NOUN crl-24516 25 25 of of ADP crl-24516 25 26 becoming become VERB crl-24516 25 27 a a DET crl-24516 25 28 reality.13 reality.13 ADJ crl-24516 25 29 several several ADJ crl-24516 25 30 libraries library NOUN crl-24516 25 31 have have AUX crl-24516 25 32 recently recently ADV crl-24516 25 33 found find VERB crl-24516 25 34 compelling compelling ADJ crl-24516 25 35 uses use NOUN crl-24516 25 36 of of ADP crl-24516 25 37 ai ai PROPN crl-24516 25 38 , , PUNCT crl-24516 25 39 such such ADJ crl-24516 25 40 as as ADP crl-24516 25 41 to to PART crl-24516 25 42 support support VERB crl-24516 25 43 library library NOUN crl-24516 25 44 systems system NOUN crl-24516 25 45 for for ADP crl-24516 25 46 the the DET crl-24516 25 47 benefit benefit NOUN crl-24516 25 48 of of ADP crl-24516 25 49 perceptions perception NOUN crl-24516 25 50 toward toward ADP crl-24516 25 51 artificial artificial ADJ crl-24516 25 52 intelligence intelligence NOUN crl-24516 25 53 867 867 NUM crl-24516 25 54 library library NOUN crl-24516 25 55 patrons patron NOUN crl-24516 25 56 and and CCONJ crl-24516 25 57 employees employee NOUN crl-24516 25 58 in in ADP crl-24516 25 59 iran,14 iran,14 ADJ crl-24516 25 60 as as ADV crl-24516 25 61 well well ADV crl-24516 25 62 as as ADP crl-24516 25 63 the the DET crl-24516 25 64 use use NOUN crl-24516 25 65 of of ADP crl-24516 25 66 ai ai VERB crl-24516 25 67 in in ADP crl-24516 25 68 assisted assisted ADJ crl-24516 25 69 information information NOUN crl-24516 25 70 literacy literacy NOUN crl-24516 25 71 instruction.15 instruction.15 NOUN crl-24516 25 72 in in ADP crl-24516 25 73 2019 2019 NUM crl-24516 25 74 , , PUNCT crl-24516 25 75 finley finley PROPN crl-24516 25 76 described describe VERB crl-24516 25 77 how how SCONJ crl-24516 25 78 a a DET crl-24516 25 79 library library NOUN crl-24516 25 80 has have AUX crl-24516 25 81 prepared prepare VERB crl-24516 25 82 patrons patron NOUN crl-24516 25 83 for for ADP crl-24516 25 84 a a DET crl-24516 25 85 shift shift NOUN crl-24516 25 86 to to ADP crl-24516 25 87 a a DET crl-24516 25 88 greater great ADJ crl-24516 25 89 role role NOUN crl-24516 25 90 for for ADP crl-24516 25 91 ai ai PROPN crl-24516 25 92 in in ADP crl-24516 25 93 everyday everyday ADJ crl-24516 25 94 life life NOUN crl-24516 25 95 as as ADV crl-24516 25 96 well well ADV crl-24516 25 97 as as ADP crl-24516 25 98 in in ADP crl-24516 25 99 libraries library NOUN crl-24516 25 100 , , PUNCT crl-24516 25 101 using use VERB crl-24516 25 102 a a DET crl-24516 25 103 diversity diversity NOUN crl-24516 25 104 of of ADP crl-24516 25 105 programming programming NOUN crl-24516 25 106 and and CCONJ crl-24516 25 107 maker maker NOUN crl-24516 25 108 kits kit NOUN crl-24516 25 109 that that PRON crl-24516 25 110 incorporate incorporate VERB crl-24516 25 111 ai ai VERB crl-24516 25 112 activities.16 activities.16 NOUN crl-24516 25 113 wood wood NOUN crl-24516 25 114 and and CCONJ crl-24516 25 115 evans evans PROPN crl-24516 25 116 investigated investigate VERB crl-24516 25 117 librarians librarian NOUN crl-24516 25 118 ’ ' PUNCT crl-24516 25 119 perceptions perception NOUN crl-24516 25 120 toward toward ADP crl-24516 25 121 artificial artificial ADJ crl-24516 25 122 intelligence intelligence NOUN crl-24516 25 123 in in ADP crl-24516 25 124 2018.17 2018.17 NUM crl-24516 25 125 there there PRON crl-24516 25 126 are be VERB crl-24516 25 127 several several ADJ crl-24516 25 128 avenues avenue NOUN crl-24516 25 129 for for ADP crl-24516 25 130 future future ADJ crl-24516 25 131 investigation investigation NOUN crl-24516 25 132 , , PUNCT crl-24516 25 133 based base VERB crl-24516 25 134 on on ADP crl-24516 25 135 their their PRON crl-24516 25 136 work work NOUN crl-24516 25 137 . . PUNCT crl-24516 26 1 their their PRON crl-24516 26 2 study study NOUN crl-24516 26 3 focused focus VERB crl-24516 26 4 heavily heavily ADV crl-24516 26 5 on on ADP crl-24516 26 6 the the DET crl-24516 26 7 use use NOUN crl-24516 26 8 of of ADP crl-24516 26 9 supercomputers supercomputer NOUN crl-24516 26 10 ( ( PUNCT crl-24516 26 11 like like ADP crl-24516 26 12 ibm ibm PROPN crl-24516 26 13 ’s ’s NOUN crl-24516 26 14 watson watson NOUN crl-24516 26 15 ) ) PUNCT crl-24516 26 16 in in ADP crl-24516 26 17 libraries library NOUN crl-24516 26 18 , , PUNCT crl-24516 26 19 asking ask VERB crl-24516 26 20 respondents respondent NOUN crl-24516 26 21 to to PART crl-24516 26 22 identify identify VERB crl-24516 26 23 what what PRON crl-24516 26 24 areas area NOUN crl-24516 26 25 of of ADP crl-24516 26 26 the the DET crl-24516 26 27 library library NOUN crl-24516 26 28 this this DET crl-24516 26 29 technology technology NOUN crl-24516 26 30 might might AUX crl-24516 26 31 be be AUX crl-24516 26 32 implemented implement VERB crl-24516 26 33 and and CCONJ crl-24516 26 34 how how SCONJ crl-24516 26 35 soon soon ADV crl-24516 26 36 they they PRON crl-24516 26 37 would would AUX crl-24516 26 38 expect expect VERB crl-24516 26 39 that that DET crl-24516 26 40 implementation implementation NOUN crl-24516 26 41 . . PUNCT crl-24516 27 1 the the DET crl-24516 27 2 results result NOUN crl-24516 27 3 are be AUX crl-24516 27 4 compelling compelling ADJ crl-24516 27 5 ( ( PUNCT crl-24516 27 6 most most ADJ crl-24516 27 7 respondents respondent NOUN crl-24516 27 8 believe believe VERB crl-24516 27 9 ai ai VERB crl-24516 27 10 will will AUX crl-24516 27 11 play play VERB crl-24516 27 12 a a DET crl-24516 27 13 major major ADJ crl-24516 27 14 role role NOUN crl-24516 27 15 in in ADP crl-24516 27 16 libraries library NOUN crl-24516 27 17 within within ADP crl-24516 27 18 the the DET crl-24516 27 19 next next ADJ crl-24516 27 20 three three NUM crl-24516 27 21 decades decade NOUN crl-24516 27 22 , , PUNCT crl-24516 27 23 resource resource NOUN crl-24516 27 24 discovery discovery NOUN crl-24516 27 25 and and CCONJ crl-24516 27 26 reference reference NOUN crl-24516 27 27 being be AUX crl-24516 27 28 the the DET crl-24516 27 29 most most ADV crl-24516 27 30 likely likely ADJ crl-24516 27 31 areas),18 areas),18 NOUN crl-24516 27 32 but but CCONJ crl-24516 27 33 the the DET crl-24516 27 34 questions question NOUN crl-24516 27 35 are be AUX crl-24516 27 36 somewhat somewhat ADV crl-24516 27 37 limited limit VERB crl-24516 27 38 by by ADP crl-24516 27 39 defining define VERB crl-24516 27 40 ai ai NUM crl-24516 27 41 as as SCONJ crl-24516 27 42 the the DET crl-24516 27 43 researchers researcher NOUN crl-24516 27 44 did do VERB crl-24516 27 45 . . PUNCT crl-24516 28 1 furthermore furthermore ADV crl-24516 28 2 , , PUNCT crl-24516 28 3 the the DET crl-24516 28 4 study study NOUN crl-24516 28 5 did do AUX crl-24516 28 6 not not PART crl-24516 28 7 provide provide VERB crl-24516 28 8 a a DET crl-24516 28 9 strong strong ADJ crl-24516 28 10 grounding grounding NOUN crl-24516 28 11 in in ADP crl-24516 28 12 the the DET crl-24516 28 13 literature literature NOUN crl-24516 28 14 or or CCONJ crl-24516 28 15 theory theory NOUN crl-24516 28 16 of of ADP crl-24516 28 17 lis lis ADJ crl-24516 28 18 and and CCONJ crl-24516 28 19 other other ADJ crl-24516 28 20 fields field NOUN crl-24516 28 21 , , PUNCT crl-24516 28 22 with with ADP crl-24516 28 23 only only ADV crl-24516 28 24 three three NUM crl-24516 28 25 references reference NOUN crl-24516 28 26 to to ADP crl-24516 28 27 other other ADJ crl-24516 28 28 resources resource NOUN crl-24516 28 29 . . PUNCT crl-24516 29 1 this this DET crl-24516 29 2 present present ADJ crl-24516 29 3 study study NOUN crl-24516 29 4 offers offer VERB crl-24516 29 5 a a DET crl-24516 29 6 more more ADV crl-24516 29 7 comprehensive comprehensive ADJ crl-24516 29 8 look look NOUN crl-24516 29 9 at at ADP crl-24516 29 10 librarian librarian ADJ crl-24516 29 11 perspectives perspective NOUN crl-24516 29 12 toward toward ADP crl-24516 29 13 vr vr NOUN crl-24516 29 14 . . PUNCT crl-24516 30 1 a a DET crl-24516 30 2 recent recent ADJ crl-24516 30 3 study study NOUN crl-24516 30 4 by by ADP crl-24516 30 5 andrew andrew PROPN crl-24516 30 6 cox cox PROPN crl-24516 30 7 , , PUNCT crl-24516 30 8 stephen stephen PROPN crl-24516 30 9 pinfield pinfield PROPN crl-24516 30 10 , , PUNCT crl-24516 30 11 and and CCONJ crl-24516 30 12 sophie sophie NOUN crl-24516 30 13 rutter rutter NOUN crl-24516 30 14 investigated investigate VERB crl-24516 30 15 “ " PUNCT crl-24516 30 16 thought think VERB crl-24516 30 17 leader leader NOUN crl-24516 30 18 ” " PUNCT crl-24516 30 19 views view NOUN crl-24516 30 20 toward toward ADP crl-24516 30 21 ai ai PROPN crl-24516 30 22 and and CCONJ crl-24516 30 23 libraries.19 libraries.19 NOUN crl-24516 30 24 in in ADP crl-24516 30 25 the the DET crl-24516 30 26 study study NOUN crl-24516 30 27 , , PUNCT crl-24516 30 28 the the DET crl-24516 30 29 researchers researcher NOUN crl-24516 30 30 interviewed interview VERB crl-24516 30 31 “ " PUNCT crl-24516 30 32 33 33 NUM crl-24516 30 33 library library NOUN crl-24516 30 34 directors director NOUN crl-24516 30 35 , , PUNCT crl-24516 30 36 library library NOUN crl-24516 30 37 commenters commenter NOUN crl-24516 30 38 and and CCONJ crl-24516 30 39 experts expert NOUN crl-24516 30 40 and and CCONJ crl-24516 30 41 publishing publishing NOUN crl-24516 30 42 . . PUNCT crl-24516 31 1 ”20 ”20 X crl-24516 31 2 the the DET crl-24516 31 3 interviewees interviewee NOUN crl-24516 31 4 , , PUNCT crl-24516 31 5 in in ADP crl-24516 31 6 general general ADJ crl-24516 31 7 , , PUNCT crl-24516 31 8 expressed express VERB crl-24516 31 9 optimism optimism NOUN crl-24516 31 10 about about ADP crl-24516 31 11 the the DET crl-24516 31 12 future future NOUN crl-24516 31 13 of of ADP crl-24516 31 14 artificial artificial ADJ crl-24516 31 15 intelligence intelligence NOUN crl-24516 31 16 in in ADP crl-24516 31 17 libraries library NOUN crl-24516 31 18 in in ADP crl-24516 31 19 such such ADJ crl-24516 31 20 roles role NOUN crl-24516 31 21 as as ADP crl-24516 31 22 support support NOUN crl-24516 31 23 within within ADP crl-24516 31 24 information information NOUN crl-24516 31 25 discovery discovery NOUN crl-24516 31 26 tools tool NOUN crl-24516 31 27 and and CCONJ crl-24516 31 28 machine machine NOUN crl-24516 31 29 - - PUNCT crl-24516 31 30 readable readable ADJ crl-24516 31 31 collections collection NOUN crl-24516 31 32 , , PUNCT crl-24516 31 33 assistance assistance NOUN crl-24516 31 34 in in ADP crl-24516 31 35 research research NOUN crl-24516 31 36 production production NOUN crl-24516 31 37 and and CCONJ crl-24516 31 38 scholarly scholarly ADJ crl-24516 31 39 communication communication NOUN crl-24516 31 40 , , PUNCT crl-24516 31 41 and and CCONJ crl-24516 31 42 support support VERB crl-24516 31 43 for for ADP crl-24516 31 44 teaching teaching NOUN crl-24516 31 45 and and CCONJ crl-24516 31 46 learning learning NOUN crl-24516 31 47 . . PUNCT crl-24516 32 1 however however ADV crl-24516 32 2 , , PUNCT crl-24516 32 3 the the DET crl-24516 32 4 interviewees interviewee NOUN crl-24516 32 5 also also ADV crl-24516 32 6 expressed express VERB crl-24516 32 7 some some DET crl-24516 32 8 concerns concern NOUN crl-24516 32 9 about about ADP crl-24516 32 10 ai ai NOUN crl-24516 32 11 , , PUNCT crl-24516 32 12 such such ADJ crl-24516 32 13 as as ADP crl-24516 32 14 fear fear NOUN crl-24516 32 15 of of ADP crl-24516 32 16 job job NOUN crl-24516 32 17 reduction reduction NOUN crl-24516 32 18 in in ADP crl-24516 32 19 libraries library NOUN crl-24516 32 20 , , PUNCT crl-24516 32 21 lack lack NOUN crl-24516 32 22 of of ADP crl-24516 32 23 relevant relevant ADJ crl-24516 32 24 developments development NOUN crl-24516 32 25 within within ADP crl-24516 32 26 ai ai NOUN crl-24516 32 27 for for ADP crl-24516 32 28 libraries library NOUN crl-24516 32 29 , , PUNCT crl-24516 32 30 and and CCONJ crl-24516 32 31 privacy privacy NOUN crl-24516 32 32 and and CCONJ crl-24516 32 33 security security NOUN crl-24516 32 34 of of ADP crl-24516 32 35 data datum NOUN crl-24516 32 36 . . PUNCT crl-24516 33 1 in in ADP crl-24516 33 2 march march PROPN crl-24516 33 3 2019 2019 NUM crl-24516 33 4 , , PUNCT crl-24516 33 5 american american PROPN crl-24516 33 6 library library PROPN crl-24516 33 7 association association PROPN crl-24516 33 8 president president PROPN crl-24516 33 9 loida loida PROPN crl-24516 33 10 garcia garcia PROPN crl-24516 33 11 - - PUNCT crl-24516 33 12 febo febo PROPN crl-24516 33 13 wrote write VERB crl-24516 33 14 about about ADP crl-24516 33 15 the the DET crl-24516 33 16 emergence emergence NOUN crl-24516 33 17 of of ADP crl-24516 33 18 artificial artificial ADJ crl-24516 33 19 intelligence intelligence NOUN crl-24516 33 20 and and CCONJ crl-24516 33 21 budding budding ADJ crl-24516 33 22 ways way NOUN crl-24516 33 23 in in ADP crl-24516 33 24 which which PRON crl-24516 33 25 it it PRON crl-24516 33 26 has have AUX crl-24516 33 27 been be AUX crl-24516 33 28 used use VERB crl-24516 33 29 in in ADP crl-24516 33 30 libraries library NOUN crl-24516 33 31 and and CCONJ crl-24516 33 32 related related ADJ crl-24516 33 33 concerns concern NOUN crl-24516 33 34 , , PUNCT crl-24516 33 35 also also ADV crl-24516 33 36 noting note VERB crl-24516 33 37 that that SCONJ crl-24516 33 38 “ " PUNCT crl-24516 33 39 it it PRON crl-24516 33 40 ’s ’ VERB crl-24516 33 41 clear clear ADJ crl-24516 33 42 that that SCONJ crl-24516 33 43 while while SCONJ crl-24516 33 44 ai ai VERB crl-24516 33 45 can can AUX crl-24516 33 46 be be AUX crl-24516 33 47 useful useful ADJ crl-24516 33 48 , , PUNCT crl-24516 33 49 it it PRON crl-24516 33 50 also also ADV crl-24516 33 51 raises raise VERB crl-24516 33 52 familiar familiar ADJ crl-24516 33 53 concerns concern NOUN crl-24516 33 54 about about ADP crl-24516 33 55 privacy privacy NOUN crl-24516 33 56 , , PUNCT crl-24516 33 57 intellectual intellectual ADJ crl-24516 33 58 freedom freedom NOUN crl-24516 33 59 , , PUNCT crl-24516 33 60 authority authority NOUN crl-24516 33 61 , , PUNCT crl-24516 33 62 and and CCONJ crl-24516 33 63 access access NOUN crl-24516 33 64 . . PUNCT crl-24516 33 65 ”21 ”21 PUNCT crl-24516 33 66 from from ADP crl-24516 33 67 articles article NOUN crl-24516 33 68 like like ADP crl-24516 33 69 garcia garcia PROPN crl-24516 33 70 - - PUNCT crl-24516 33 71 febo febo PROPN crl-24516 33 72 ’s ’s NUM crl-24516 33 73 , , PUNCT crl-24516 33 74 it it PRON crl-24516 33 75 is be AUX crl-24516 33 76 clear clear ADJ crl-24516 33 77 that that SCONJ crl-24516 33 78 ai ai VERB crl-24516 33 79 has have AUX crl-24516 33 80 become become VERB crl-24516 33 81 a a DET crl-24516 33 82 topic topic NOUN crl-24516 33 83 of of ADP crl-24516 33 84 interest interest NOUN crl-24516 33 85 , , PUNCT crl-24516 33 86 confusion confusion NOUN crl-24516 33 87 , , PUNCT crl-24516 33 88 and and CCONJ crl-24516 33 89 possibly possibly ADV crl-24516 33 90 concern concern NOUN crl-24516 33 91 among among ADP crl-24516 33 92 many many ADJ crl-24516 33 93 in in ADP crl-24516 33 94 the the DET crl-24516 33 95 field field NOUN crl-24516 33 96 of of ADP crl-24516 33 97 library library NOUN crl-24516 33 98 and and CCONJ crl-24516 33 99 information information NOUN crl-24516 33 100 science science NOUN crl-24516 33 101 . . PUNCT crl-24516 34 1 a a DET crl-24516 34 2 more more ADV crl-24516 34 3 detailed detailed ADJ crl-24516 34 4 understanding understanding NOUN crl-24516 34 5 about about ADP crl-24516 34 6 library library NOUN crl-24516 34 7 professionals professional NOUN crl-24516 34 8 ’ ’ PART crl-24516 34 9 feelings feeling NOUN crl-24516 34 10 about about ADP crl-24516 34 11 ai ai NOUN crl-24516 34 12 , , PUNCT crl-24516 34 13 such such ADJ crl-24516 34 14 as as ADP crl-24516 34 15 that that PRON crl-24516 34 16 which which PRON crl-24516 34 17 this this DET crl-24516 34 18 study study NOUN crl-24516 34 19 aims aim VERB crl-24516 34 20 to to PART crl-24516 34 21 provide provide VERB crl-24516 34 22 , , PUNCT crl-24516 34 23 may may AUX crl-24516 34 24 be be AUX crl-24516 34 25 useful useful ADJ crl-24516 34 26 for for ADP crl-24516 34 27 education education NOUN crl-24516 34 28 , , PUNCT crl-24516 34 29 outreach outreach NOUN crl-24516 34 30 , , PUNCT crl-24516 34 31 and and CCONJ crl-24516 34 32 implementation implementation NOUN crl-24516 34 33 efforts effort NOUN crl-24516 34 34 . . PUNCT crl-24516 35 1 theoretical theoretical ADJ crl-24516 35 2 framework framework NOUN crl-24516 35 3 diffusion diffusion NOUN crl-24516 35 4 of of ADP crl-24516 35 5 innovations innovation NOUN crl-24516 35 6 ( ( PUNCT crl-24516 35 7 doi doi PROPN crl-24516 35 8 ) ) PUNCT crl-24516 35 9 is be AUX crl-24516 35 10 one one NUM crl-24516 35 11 of of ADP crl-24516 35 12 the the DET crl-24516 35 13 most most ADJ crl-24516 35 14 ( ( PUNCT crl-24516 35 15 arguably arguably ADV crl-24516 35 16 the the DET crl-24516 35 17 most most ADV crl-24516 35 18 , , PUNCT crl-24516 35 19 based base VERB crl-24516 35 20 on on ADP crl-24516 35 21 citations citation NOUN crl-24516 35 22 to to ADP crl-24516 35 23 doi doi PROPN crl-24516 35 24 works work NOUN crl-24516 35 25 ) ) PUNCT crl-24516 35 26 influential influential ADJ crl-24516 35 27 social social ADJ crl-24516 35 28 theories theory NOUN crl-24516 35 29 of of ADP crl-24516 35 30 the the DET crl-24516 35 31 20th 20th ADJ crl-24516 35 32 and and CCONJ crl-24516 35 33 21st 21st ADJ crl-24516 35 34 centuries century NOUN crl-24516 35 35 . . PUNCT crl-24516 36 1 though though SCONJ crl-24516 36 2 first first ADV crl-24516 36 3 proposed propose VERB crl-24516 36 4 over over ADP crl-24516 36 5 a a DET crl-24516 36 6 half half ADJ crl-24516 36 7 - - PUNCT crl-24516 36 8 century century NOUN crl-24516 36 9 ago ago ADV crl-24516 36 10 , , PUNCT crl-24516 36 11 the the DET crl-24516 36 12 doi doi NOUN crl-24516 36 13 is be AUX crl-24516 36 14 considered consider VERB crl-24516 36 15 a a DET crl-24516 36 16 chronologyand chronologyand NOUN crl-24516 36 17 discipline discipline NOUN crl-24516 36 18 - - PUNCT crl-24516 36 19 transcendent transcendent NOUN crl-24516 36 20 theory theory NOUN crl-24516 36 21 that that PRON crl-24516 36 22 continues continue VERB crl-24516 36 23 to to PART crl-24516 36 24 be be AUX crl-24516 36 25 used use VERB crl-24516 36 26 with with ADP crl-24516 36 27 great great ADJ crl-24516 36 28 regularity regularity NOUN crl-24516 36 29 even even ADV crl-24516 36 30 in in ADP crl-24516 36 31 the the DET crl-24516 36 32 present present ADJ crl-24516 36 33 day.22 day.22 ADJ crl-24516 36 34 diffusion diffusion NOUN crl-24516 36 35 refers refer VERB crl-24516 36 36 to to ADP crl-24516 36 37 the the DET crl-24516 36 38 adoption adoption NOUN crl-24516 36 39 of of ADP crl-24516 36 40 individuals individual NOUN crl-24516 36 41 and and CCONJ crl-24516 36 42 groups group NOUN crl-24516 36 43 of of ADP crl-24516 36 44 an an DET crl-24516 36 45 innovation innovation NOUN crl-24516 36 46 ( ( PUNCT crl-24516 36 47 some some DET crl-24516 36 48 new new ADJ crl-24516 36 49 technology technology NOUN crl-24516 36 50 , , PUNCT crl-24516 36 51 idea idea NOUN crl-24516 36 52 , , PUNCT crl-24516 36 53 or or CCONJ crl-24516 36 54 another another DET crl-24516 36 55 innovation innovation NOUN crl-24516 36 56 ) ) PUNCT crl-24516 36 57 . . PUNCT crl-24516 37 1 the the DET crl-24516 37 2 process process NOUN crl-24516 37 3 of of ADP crl-24516 37 4 diffusion diffusion NOUN crl-24516 37 5 of of ADP crl-24516 37 6 innovations innovation NOUN crl-24516 37 7 is be AUX crl-24516 37 8 described describe VERB crl-24516 37 9 by by ADP crl-24516 37 10 rogers roger NOUN crl-24516 37 11 as as ADP crl-24516 37 12 “ " PUNCT crl-24516 37 13 an an DET crl-24516 37 14 information information NOUN crl-24516 37 15 - - PUNCT crl-24516 37 16 seeking seeking NOUN crl-24516 37 17 and and CCONJ crl-24516 37 18 information information NOUN crl-24516 37 19 - - PUNCT crl-24516 37 20 processing process VERB crl-24516 37 21 activity activity NOUN crl-24516 37 22 , , PUNCT crl-24516 37 23 ” " PUNCT crl-24516 37 24 where where SCONJ crl-24516 37 25 individuals individual NOUN crl-24516 37 26 use use VERB crl-24516 37 27 information information NOUN crl-24516 37 28 about about ADP crl-24516 37 29 an an DET crl-24516 37 30 innovation innovation NOUN crl-24516 37 31 to to PART crl-24516 37 32 determine determine VERB crl-24516 37 33 whether whether SCONJ crl-24516 37 34 or or CCONJ crl-24516 37 35 not not PART crl-24516 37 36 they they PRON crl-24516 37 37 will will AUX crl-24516 37 38 adopt adopt VERB crl-24516 37 39 ( ( PUNCT crl-24516 37 40 use use NOUN crl-24516 37 41 ) ) PUNCT crl-24516 37 42 this this PRON crl-24516 37 43 innovation.23 innovation.23 VERB crl-24516 37 44 there there PRON crl-24516 37 45 are be VERB crl-24516 37 46 two two NUM crl-24516 37 47 major major ADJ crl-24516 37 48 elements element NOUN crl-24516 37 49 from from ADP crl-24516 37 50 roger roger PROPN crl-24516 37 51 ’s ’s PART crl-24516 37 52 diffusion diffusion NOUN crl-24516 37 53 theory theory NOUN crl-24516 37 54 , , PUNCT crl-24516 37 55 in in ADP crl-24516 37 56 particular particular ADJ crl-24516 37 57 , , PUNCT crl-24516 37 58 that that PRON crl-24516 37 59 are be AUX crl-24516 37 60 studied study VERB crl-24516 37 61 and and CCONJ crl-24516 37 62 applied apply VERB crl-24516 37 63 liberally liberally ADV crl-24516 37 64 across across ADP crl-24516 37 65 social social ADJ crl-24516 37 66 science science NOUN crl-24516 37 67 . . PUNCT crl-24516 38 1 the the DET crl-24516 38 2 first first ADJ crl-24516 38 3 is be AUX crl-24516 38 4 related relate VERB crl-24516 38 5 to to ADP crl-24516 38 6 the the DET crl-24516 38 7 study study NOUN crl-24516 38 8 of of ADP crl-24516 38 9 rate rate NOUN crl-24516 38 10 and and CCONJ crl-24516 38 11 extent extent NOUN crl-24516 38 12 of of ADP crl-24516 38 13 diffusion diffusion NOUN crl-24516 38 14 . . PUNCT crl-24516 39 1 this this DET crl-24516 39 2 element element NOUN crl-24516 39 3 is be AUX crl-24516 39 4 found find VERB crl-24516 39 5 in in ADP crl-24516 39 6 the the DET crl-24516 39 7 work work NOUN crl-24516 39 8 of of ADP crl-24516 39 9 white24 white24 PROPN crl-24516 39 10 and and CCONJ crl-24516 39 11 minishi minishi NOUN crl-24516 39 12 - - PUNCT crl-24516 39 13 majanja majanja PROPN crl-24516 39 14 and and CCONJ crl-24516 39 15 kiplang’at.25 kiplang’at.25 PROPN crl-24516 39 16 these these DET crl-24516 39 17 authors author NOUN crl-24516 39 18 studied study VERB crl-24516 39 19 how how SCONJ crl-24516 39 20 different different ADJ crl-24516 39 21 rates rate NOUN crl-24516 39 22 of of ADP crl-24516 39 23 diffusion diffusion NOUN crl-24516 39 24 occurred occur VERB crl-24516 39 25 among among ADP crl-24516 39 26 libraries library NOUN crl-24516 39 27 in in ADP crl-24516 39 28 regard regard NOUN crl-24516 39 29 to to ADP crl-24516 39 30 specific specific ADJ crl-24516 39 31 information information NOUN crl-24516 39 32 and and CCONJ crl-24516 39 33 communications communication NOUN crl-24516 39 34 technologies technology NOUN crl-24516 39 35 . . PUNCT crl-24516 40 1 a a DET crl-24516 40 2 study study NOUN crl-24516 40 3 of of ADP crl-24516 40 4 this this DET crl-24516 40 5 type type NOUN crl-24516 40 6 for for ADP crl-24516 40 7 artificial artificial ADJ crl-24516 40 8 868 868 NUM crl-24516 40 9 college college PROPN crl-24516 40 10 & & CCONJ crl-24516 40 11 research research PROPN crl-24516 40 12 libraries library NOUN crl-24516 40 13 july july PROPN crl-24516 40 14 2020 2020 NUM crl-24516 40 15 intelligence intelligence NOUN crl-24516 40 16 and and CCONJ crl-24516 40 17 libraries library NOUN crl-24516 40 18 could could AUX crl-24516 40 19 be be AUX crl-24516 40 20 compelling compelling ADJ crl-24516 40 21 ; ; PUNCT crl-24516 40 22 however however ADV crl-24516 40 23 , , PUNCT crl-24516 40 24 this this DET crl-24516 40 25 technology technology NOUN crl-24516 40 26 is be AUX crl-24516 40 27 so so ADV crl-24516 40 28 new new ADJ crl-24516 40 29 that that SCONJ crl-24516 40 30 adoption adoption NOUN crl-24516 40 31 is be AUX crl-24516 40 32 likely likely ADJ crl-24516 40 33 to to PART crl-24516 40 34 be be AUX crl-24516 40 35 very very ADV crl-24516 40 36 limited limited ADJ crl-24516 40 37 . . PUNCT crl-24516 41 1 in in ADP crl-24516 41 2 a a DET crl-24516 41 3 2017 2017 NUM crl-24516 41 4 paper paper NOUN crl-24516 41 5 published publish VERB crl-24516 41 6 in in ADP crl-24516 41 7 the the DET crl-24516 41 8 journal journal NOUN crl-24516 41 9 for for ADP crl-24516 41 10 the the DET crl-24516 41 11 association association NOUN crl-24516 41 12 for for ADP crl-24516 41 13 information information NOUN crl-24516 41 14 science science NOUN crl-24516 41 15 and and CCONJ crl-24516 41 16 technology technology NOUN crl-24516 41 17 , , PUNCT crl-24516 41 18 zhai zhai PROPN crl-24516 41 19 , , PUNCT crl-24516 41 20 ding ding NOUN crl-24516 41 21 , , PUNCT crl-24516 41 22 and and CCONJ crl-24516 41 23 wang wang PROPN crl-24516 41 24 studied study VERB crl-24516 41 25 the the DET crl-24516 41 26 rate rate NOUN crl-24516 41 27 / / SYM crl-24516 41 28 stages stage NOUN crl-24516 41 29 of of ADP crl-24516 41 30 diffusion diffusion NOUN crl-24516 41 31 through through ADP crl-24516 41 32 a a DET crl-24516 41 33 citation citation NOUN crl-24516 41 34 analysis analysis NOUN crl-24516 41 35 of of ADP crl-24516 41 36 scholarly scholarly ADJ crl-24516 41 37 research.26 research.26 ADJ crl-24516 41 38 the the DET crl-24516 41 39 second second ADJ crl-24516 41 40 element element NOUN crl-24516 41 41 is be AUX crl-24516 41 42 related relate VERB crl-24516 41 43 to to ADP crl-24516 41 44 rogers roger NOUN crl-24516 41 45 ’ ’ PART crl-24516 41 46 conception conception NOUN crl-24516 41 47 of of ADP crl-24516 41 48 adopter adopter ADJ crl-24516 41 49 categories category NOUN crl-24516 41 50 . . PUNCT crl-24516 42 1 rogers roger NOUN crl-24516 42 2 identified identify VERB crl-24516 42 3 five five NUM crl-24516 42 4 categories category NOUN crl-24516 42 5 of of ADP crl-24516 42 6 adopters adopter NOUN crl-24516 42 7 : : PUNCT crl-24516 42 8 innovators innovator NOUN crl-24516 42 9 , , PUNCT crl-24516 42 10 the the DET crl-24516 42 11 very very ADV crl-24516 42 12 first first ADJ crl-24516 42 13 people people NOUN crl-24516 42 14 to to PART crl-24516 42 15 adopt adopt VERB crl-24516 42 16 an an DET crl-24516 42 17 innovation innovation NOUN crl-24516 42 18 ; ; PUNCT crl-24516 42 19 early early ADJ crl-24516 42 20 adopters adopter NOUN crl-24516 42 21 , , PUNCT crl-24516 42 22 the the DET crl-24516 42 23 trendsetter trendsetter NOUN crl-24516 42 24 of of ADP crl-24516 42 25 sorts sort NOUN crl-24516 42 26 , , PUNCT crl-24516 42 27 who who PRON crl-24516 42 28 does do AUX crl-24516 42 29 not not PART crl-24516 42 30 hurry hurry VERB crl-24516 42 31 to to PART crl-24516 42 32 adopt adopt VERB crl-24516 42 33 an an DET crl-24516 42 34 innovation innovation NOUN crl-24516 42 35 but but CCONJ crl-24516 42 36 evaluates evaluate VERB crl-24516 42 37 and and CCONJ crl-24516 42 38 adopts adopt VERB crl-24516 42 39 the the DET crl-24516 42 40 innovation innovation NOUN crl-24516 42 41 only only ADV crl-24516 42 42 after after ADP crl-24516 42 43 determining determine VERB crl-24516 42 44 its its PRON crl-24516 42 45 value value NOUN crl-24516 42 46 ; ; PUNCT crl-24516 42 47 early early ADJ crl-24516 42 48 majority majority NOUN crl-24516 42 49 , , PUNCT crl-24516 42 50 those those PRON crl-24516 42 51 who who PRON crl-24516 42 52 follow follow VERB crl-24516 42 53 the the DET crl-24516 42 54 leadership leadership NOUN crl-24516 42 55 of of ADP crl-24516 42 56 the the DET crl-24516 42 57 early early ADJ crl-24516 42 58 adopters adopter NOUN crl-24516 42 59 once once ADV crl-24516 42 60 value value NOUN crl-24516 42 61 of of ADP crl-24516 42 62 the the DET crl-24516 42 63 innovation innovation NOUN crl-24516 42 64 has have AUX crl-24516 42 65 been be AUX crl-24516 42 66 established establish VERB crl-24516 42 67 ; ; PUNCT crl-24516 42 68 late late ADJ crl-24516 42 69 majority majority NOUN crl-24516 42 70 , , PUNCT crl-24516 42 71 those those PRON crl-24516 42 72 who who PRON crl-24516 42 73 are be AUX crl-24516 42 74 naturally naturally ADV crl-24516 42 75 skeptical skeptical ADJ crl-24516 42 76 toward toward ADP crl-24516 42 77 an an DET crl-24516 42 78 innovation innovation NOUN crl-24516 42 79 and and CCONJ crl-24516 42 80 adopt adopt VERB crl-24516 42 81 the the DET crl-24516 42 82 innovation innovation NOUN crl-24516 42 83 later later ADV crl-24516 42 84 than than ADP crl-24516 42 85 average average ADJ crl-24516 42 86 ; ; PUNCT crl-24516 42 87 and and CCONJ crl-24516 42 88 laggards laggard NOUN crl-24516 42 89 , , PUNCT crl-24516 42 90 who who PRON crl-24516 42 91 are be AUX crl-24516 42 92 traditionalists traditionalist NOUN crl-24516 42 93 that that PRON crl-24516 42 94 actively actively ADV crl-24516 42 95 resist resist VERB crl-24516 42 96 the the DET crl-24516 42 97 innovation.27 innovation.27 NOUN crl-24516 42 98 by by ADP crl-24516 42 99 using use VERB crl-24516 42 100 these these DET crl-24516 42 101 adopter adopter ADJ crl-24516 42 102 categories category NOUN crl-24516 42 103 as as ADP crl-24516 42 104 a a DET crl-24516 42 105 demographic demographic ADJ crl-24516 42 106 variable variable NOUN crl-24516 42 107 for for ADP crl-24516 42 108 a a DET crl-24516 42 109 population population NOUN crl-24516 42 110 , , PUNCT crl-24516 42 111 it it PRON crl-24516 42 112 may may AUX crl-24516 42 113 be be AUX crl-24516 42 114 possible possible ADJ crl-24516 42 115 to to PART crl-24516 42 116 examine examine VERB crl-24516 42 117 how how SCONJ crl-24516 42 118 different different ADJ crl-24516 42 119 categories category NOUN crl-24516 42 120 of of ADP crl-24516 42 121 adopters adopter NOUN crl-24516 42 122 view view VERB crl-24516 42 123 emerging emerge VERB crl-24516 42 124 topics topic NOUN crl-24516 42 125 differently differently ADV crl-24516 42 126 . . PUNCT crl-24516 43 1 iftakhar iftakhar PROPN crl-24516 43 2 ’s ’s PART crl-24516 43 3 “ " PUNCT crl-24516 43 4 google google PROPN crl-24516 43 5 classroom classroom NOUN crl-24516 43 6 : : PUNCT crl-24516 43 7 what what PRON crl-24516 43 8 works work VERB crl-24516 43 9 and and CCONJ crl-24516 43 10 how how SCONJ crl-24516 43 11 ? ? PUNCT crl-24516 43 12 ” " PUNCT crl-24516 43 13 is be AUX crl-24516 43 14 an an DET crl-24516 43 15 example example NOUN crl-24516 43 16 of of ADP crl-24516 43 17 a a DET crl-24516 43 18 study study NOUN crl-24516 43 19 that that PRON crl-24516 43 20 uses use VERB crl-24516 43 21 this this DET crl-24516 43 22 element element NOUN crl-24516 43 23 of of ADP crl-24516 43 24 diffusion diffusion NOUN crl-24516 43 25 theory.28 theory.28 NOUN crl-24516 43 26 this this PRON crl-24516 43 27 is be AUX crl-24516 43 28 the the DET crl-24516 43 29 element element NOUN crl-24516 43 30 with with ADP crl-24516 43 31 which which PRON crl-24516 43 32 the the DET crl-24516 43 33 present present ADJ crl-24516 43 34 study study NOUN crl-24516 43 35 concerns concern NOUN crl-24516 43 36 itself itself PRON crl-24516 43 37 . . PUNCT crl-24516 44 1 there there PRON crl-24516 44 2 has have AUX crl-24516 44 3 been be AUX crl-24516 44 4 little little ADJ crl-24516 44 5 investigation investigation NOUN crl-24516 44 6 of of ADP crl-24516 44 7 how how SCONJ crl-24516 44 8 adopter adopter ADJ crl-24516 44 9 categories category NOUN crl-24516 44 10 affect affect VERB crl-24516 44 11 perceptions perception NOUN crl-24516 44 12 toward toward ADP crl-24516 44 13 innovations innovation NOUN crl-24516 44 14 in in ADP crl-24516 44 15 library library NOUN crl-24516 44 16 and and CCONJ crl-24516 44 17 information information NOUN crl-24516 44 18 organizations organization NOUN crl-24516 44 19 , , PUNCT crl-24516 44 20 and and CCONJ crl-24516 44 21 none none NOUN crl-24516 44 22 pertaining pertain VERB crl-24516 44 23 to to ADP crl-24516 44 24 artificial artificial ADJ crl-24516 44 25 intelligence intelligence NOUN crl-24516 44 26 technology technology NOUN crl-24516 44 27 . . PUNCT crl-24516 45 1 studies study NOUN crl-24516 45 2 evaluating evaluate VERB crl-24516 45 3 diffusion diffusion NOUN crl-24516 45 4 of of ADP crl-24516 45 5 innovations innovation NOUN crl-24516 45 6 of of ADP crl-24516 45 7 information information NOUN crl-24516 45 8 and and CCONJ crl-24516 45 9 communications communication NOUN crl-24516 45 10 technology technology NOUN crl-24516 45 11 have have AUX crl-24516 45 12 existed exist VERB crl-24516 45 13 since since SCONJ crl-24516 45 14 the the DET crl-24516 45 15 emergence emergence NOUN crl-24516 45 16 of of ADP crl-24516 45 17 the the DET crl-24516 45 18 theory theory NOUN crl-24516 45 19 , , PUNCT crl-24516 45 20 but but CCONJ crl-24516 45 21 they they PRON crl-24516 45 22 grew grow VERB crl-24516 45 23 rapidly rapidly ADV crl-24516 45 24 from from ADP crl-24516 45 25 the the DET crl-24516 45 26 1980s 1980 NOUN crl-24516 45 27 through through ADP crl-24516 45 28 the the DET crl-24516 45 29 start start NOUN crl-24516 45 30 of of ADP crl-24516 45 31 the the DET crl-24516 45 32 new new ADJ crl-24516 45 33 millennium.29 millennium.29 NOUN crl-24516 45 34 diffusion diffusion NOUN crl-24516 45 35 of of ADP crl-24516 45 36 information information NOUN crl-24516 45 37 and and CCONJ crl-24516 45 38 communications communication NOUN crl-24516 45 39 technologies technology NOUN crl-24516 45 40 has have AUX crl-24516 45 41 been be AUX crl-24516 45 42 found find VERB crl-24516 45 43 , , PUNCT crl-24516 45 44 among among ADP crl-24516 45 45 general general ADJ crl-24516 45 46 populations population NOUN crl-24516 45 47 , , PUNCT crl-24516 45 48 to to PART crl-24516 45 49 relate relate VERB crl-24516 45 50 strongly strongly ADV crl-24516 45 51 to to ADP crl-24516 45 52 prior prior ADJ crl-24516 45 53 knowledge knowledge NOUN crl-24516 45 54 and and CCONJ crl-24516 45 55 experience experience NOUN crl-24516 45 56 with with ADP crl-24516 45 57 these these DET crl-24516 45 58 types type NOUN crl-24516 45 59 of of ADP crl-24516 45 60 technologies.30 technologies.30 NOUN crl-24516 45 61 while while SCONJ crl-24516 45 62 rate rate NOUN crl-24516 45 63 of of ADP crl-24516 45 64 diffusion diffusion NOUN crl-24516 45 65 has have AUX crl-24516 45 66 been be AUX crl-24516 45 67 found find VERB crl-24516 45 68 to to PART crl-24516 45 69 vary vary VERB crl-24516 45 70 from from ADP crl-24516 45 71 country country NOUN crl-24516 45 72 to to ADP crl-24516 45 73 country country NOUN crl-24516 45 74 , , PUNCT crl-24516 45 75 based base VERB crl-24516 45 76 on on ADP crl-24516 45 77 factors factor NOUN crl-24516 45 78 like like ADP crl-24516 45 79 information information NOUN crl-24516 45 80 access access NOUN crl-24516 45 81 and and CCONJ crl-24516 45 82 social social ADJ crl-24516 45 83 practices practice NOUN crl-24516 45 84 and and CCONJ crl-24516 45 85 beliefs belief NOUN crl-24516 45 86 , , PUNCT crl-24516 45 87 adopter adopter ADJ crl-24516 45 88 categories category NOUN crl-24516 45 89 for for ADP crl-24516 45 90 general general ADJ crl-24516 45 91 innovation innovation NOUN crl-24516 45 92 adoption adoption NOUN crl-24516 45 93 tend tend VERB crl-24516 45 94 to to PART crl-24516 45 95 be be AUX crl-24516 45 96 standard standard ADJ crl-24516 45 97 across across ADP crl-24516 45 98 geographical geographical ADJ crl-24516 45 99 backgrounds.31 backgrounds.31 NOUN crl-24516 45 100 diffusion diffusion NOUN crl-24516 45 101 of of ADP crl-24516 45 102 innovations innovation NOUN crl-24516 45 103 has have AUX crl-24516 45 104 been be AUX crl-24516 45 105 used use VERB crl-24516 45 106 as as ADP crl-24516 45 107 the the DET crl-24516 45 108 theoretical theoretical ADJ crl-24516 45 109 framework framework NOUN crl-24516 45 110 of of ADP crl-24516 45 111 many many ADJ crl-24516 45 112 recent recent ADJ crl-24516 45 113 impactful impactful ADJ crl-24516 45 114 studies study NOUN crl-24516 45 115 , , PUNCT crl-24516 45 116 both both CCONJ crl-24516 45 117 in in ADP crl-24516 45 118 scholarly scholarly ADJ crl-24516 45 119 articles article NOUN crl-24516 45 120 and and CCONJ crl-24516 45 121 doctoral doctoral ADJ crl-24516 45 122 dissertations dissertation NOUN crl-24516 45 123 , , PUNCT crl-24516 45 124 in in ADP crl-24516 45 125 the the DET crl-24516 45 126 discipline discipline NOUN crl-24516 45 127 of of ADP crl-24516 45 128 lis lis PROPN crl-24516 45 129 . . PUNCT crl-24516 46 1 for for ADP crl-24516 46 2 instance instance NOUN crl-24516 46 3 , , PUNCT crl-24516 46 4 valenti valenti NOUN crl-24516 46 5 studied study VERB crl-24516 46 6 how how SCONJ crl-24516 46 7 diffusion diffusion NOUN crl-24516 46 8 concepts concept NOUN crl-24516 46 9 influenced influence VERB crl-24516 46 10 the the DET crl-24516 46 11 adoption adoption NOUN crl-24516 46 12 of of ADP crl-24516 46 13 innovation innovation NOUN crl-24516 46 14 in in ADP crl-24516 46 15 higher high ADJ crl-24516 46 16 education education NOUN crl-24516 46 17 courses.32 courses.32 ADV crl-24516 46 18 neo neo INTJ crl-24516 46 19 and and CCONJ crl-24516 46 20 calvert calvert NOUN crl-24516 46 21 used use VERB crl-24516 46 22 a a DET crl-24516 46 23 similar similar ADJ crl-24516 46 24 framework framework NOUN crl-24516 46 25 to to PART crl-24516 46 26 study study VERB crl-24516 46 27 diffusion diffusion NOUN crl-24516 46 28 of of ADP crl-24516 46 29 social social ADJ crl-24516 46 30 media medium NOUN crl-24516 46 31 innovations innovation NOUN crl-24516 46 32 in in ADP crl-24516 46 33 new new PROPN crl-24516 46 34 zealand zealand PROPN crl-24516 46 35 public public ADJ crl-24516 46 36 libraries.33 libraries.33 NOUN crl-24516 46 37 even even ADV crl-24516 46 38 more more ADV crl-24516 46 39 recently recently ADV crl-24516 46 40 , , PUNCT crl-24516 46 41 in in ADP crl-24516 46 42 2018 2018 NUM crl-24516 46 43 liu liu PROPN crl-24516 46 44 and and CCONJ crl-24516 46 45 hsu hsu PROPN crl-24516 46 46 used use VERB crl-24516 46 47 the the DET crl-24516 46 48 doi doi X crl-24516 46 49 lens lens NOUN crl-24516 46 50 to to PART crl-24516 46 51 study study VERB crl-24516 46 52 the the DET crl-24516 46 53 integration integration NOUN crl-24516 46 54 of of ADP crl-24516 46 55 technology technology NOUN crl-24516 46 56 into into ADP crl-24516 46 57 library library NOUN crl-24516 46 58 information information NOUN crl-24516 46 59 services,34 services,34 PROPN crl-24516 46 60 and and CCONJ crl-24516 46 61 qazi qazi PROPN crl-24516 46 62 , , PUNCT crl-24516 46 63 raza raza PROPN crl-24516 46 64 , , PUNCT crl-24516 46 65 and and CCONJ crl-24516 46 66 shah shah NOUN crl-24516 46 67 used use VERB crl-24516 46 68 the the DET crl-24516 46 69 lens lens NOUN crl-24516 46 70 to to PART crl-24516 46 71 study study VERB crl-24516 46 72 acceptance acceptance NOUN crl-24516 46 73 of of ADP crl-24516 46 74 e e NOUN crl-24516 46 75 - - NOUN crl-24516 46 76 books book NOUN crl-24516 46 77 among among ADP crl-24516 46 78 university university NOUN crl-24516 46 79 students student NOUN crl-24516 46 80 in in ADP crl-24516 46 81 developing develop VERB crl-24516 46 82 countries.35 countries.35 NOUN crl-24516 46 83 agarwal agarwal NOUN crl-24516 46 84 , , PUNCT crl-24516 46 85 ahuja ahuja PROPN crl-24516 46 86 , , PUNCT crl-24516 46 87 carter carter NOUN crl-24516 46 88 , , PUNCT crl-24516 46 89 and and CCONJ crl-24516 46 90 gans gan NOUN crl-24516 46 91 examined examine VERB crl-24516 46 92 the the DET crl-24516 46 93 personality personality NOUN crl-24516 46 94 and and CCONJ crl-24516 46 95 beliefs belief NOUN crl-24516 46 96 of of ADP crl-24516 46 97 individuals individual NOUN crl-24516 46 98 belonging belong VERB crl-24516 46 99 to to ADP crl-24516 46 100 different different ADJ crl-24516 46 101 adopter adopter ADJ crl-24516 46 102 categories category NOUN crl-24516 46 103 , , PUNCT crl-24516 46 104 in in ADP crl-24516 46 105 the the DET crl-24516 46 106 context context NOUN crl-24516 46 107 of of ADP crl-24516 46 108 information information NOUN crl-24516 46 109 technology technology NOUN crl-24516 46 110 adoption adoption NOUN crl-24516 46 111 behavior.36 behavior.36 VERB crl-24516 46 112 zayim zayim PROPN crl-24516 46 113 , , PUNCT crl-24516 46 114 yildirim yildirim NOUN crl-24516 46 115 , , PUNCT crl-24516 46 116 and and CCONJ crl-24516 46 117 saka saka VERB crl-24516 46 118 examined examine VERB crl-24516 46 119 differences difference NOUN crl-24516 46 120 in in ADP crl-24516 46 121 beliefs belief NOUN crl-24516 46 122 and and CCONJ crl-24516 46 123 practices practice NOUN crl-24516 46 124 among among ADP crl-24516 46 125 adopter adopter ADJ crl-24516 46 126 categories category NOUN crl-24516 46 127 in in ADP crl-24516 46 128 adopting adopt VERB crl-24516 46 129 educational educational ADJ crl-24516 46 130 technologies technology NOUN crl-24516 46 131 in in ADP crl-24516 46 132 the the DET crl-24516 46 133 university university NOUN crl-24516 46 134 classroom.37 classroom.37 NOUN crl-24516 46 135 raynard raynard NOUN crl-24516 46 136 analyzed analyze VERB crl-24516 46 137 how how SCONJ crl-24516 46 138 adopter adopter ADJ crl-24516 46 139 categories category NOUN crl-24516 46 140 describe describe VERB crl-24516 46 141 the the DET crl-24516 46 142 adoption adoption NOUN crl-24516 46 143 behaviors behavior NOUN crl-24516 46 144 of of ADP crl-24516 46 145 students student NOUN crl-24516 46 146 and and CCONJ crl-24516 46 147 faculty faculty NOUN crl-24516 46 148 in in ADP crl-24516 46 149 regard regard NOUN crl-24516 46 150 to to ADP crl-24516 46 151 academic academic ADJ crl-24516 46 152 e e NOUN crl-24516 46 153 - - NOUN crl-24516 46 154 books book NOUN crl-24516 46 155 and and CCONJ crl-24516 46 156 academic academic ADJ crl-24516 46 157 library library NOUN crl-24516 46 158 electronic electronic ADJ crl-24516 46 159 resources.38 resources.38 NOUN crl-24516 46 160 the the DET crl-24516 46 161 present present ADJ crl-24516 46 162 study study NOUN crl-24516 46 163 aims aim VERB crl-24516 46 164 to to PART crl-24516 46 165 build build VERB crl-24516 46 166 on on ADP crl-24516 46 167 these these DET crl-24516 46 168 previous previous ADJ crl-24516 46 169 studies study NOUN crl-24516 46 170 by by ADP crl-24516 46 171 examining examine VERB crl-24516 46 172 alignment alignment NOUN crl-24516 46 173 between between ADP crl-24516 46 174 adopter adopter ADJ crl-24516 46 175 categories category NOUN crl-24516 46 176 among among ADP crl-24516 46 177 librarians librarian NOUN crl-24516 46 178 and and CCONJ crl-24516 46 179 perspectives perspective NOUN crl-24516 46 180 toward toward ADP crl-24516 46 181 artificial artificial ADJ crl-24516 46 182 intelligence intelligence NOUN crl-24516 46 183 technology technology NOUN crl-24516 46 184 . . PUNCT crl-24516 47 1 librarians librarian NOUN crl-24516 47 2 are be AUX crl-24516 47 3 potentially potentially ADV crl-24516 47 4 powerful powerful ADJ crl-24516 47 5 advocates advocate NOUN crl-24516 47 6 for for ADP crl-24516 47 7 the the DET crl-24516 47 8 adoption adoption NOUN crl-24516 47 9 of of ADP crl-24516 47 10 new new ADJ crl-24516 47 11 technological technological ADJ crl-24516 47 12 innovations innovation NOUN crl-24516 47 13 like like ADP crl-24516 47 14 ai ai PROPN crl-24516 47 15 , , PUNCT crl-24516 47 16 as as SCONJ crl-24516 47 17 key key ADJ crl-24516 47 18 players player NOUN crl-24516 47 19 in in ADP crl-24516 47 20 the the DET crl-24516 47 21 diffusion diffusion NOUN crl-24516 47 22 of of ADP crl-24516 47 23 information information NOUN crl-24516 47 24 to to PART crl-24516 47 25 others.39 others.39 VERB crl-24516 47 26 they they PRON crl-24516 47 27 are be AUX crl-24516 47 28 often often ADV crl-24516 47 29 leaders leader NOUN crl-24516 47 30 in in ADP crl-24516 47 31 the the DET crl-24516 47 32 adoption adoption NOUN crl-24516 47 33 of of ADP crl-24516 47 34 technologies technology NOUN crl-24516 47 35 , , PUNCT crl-24516 47 36 insofar insofar ADV crl-24516 47 37 as as SCONJ crl-24516 47 38 the the DET crl-24516 47 39 technologies technology NOUN crl-24516 47 40 are be AUX crl-24516 47 41 useful useful ADJ crl-24516 47 42 for for ADP crl-24516 47 43 library library NOUN crl-24516 47 44 services service NOUN crl-24516 47 45 . . PUNCT crl-24516 48 1 however however ADV crl-24516 48 2 , , PUNCT crl-24516 48 3 as as SCONJ crl-24516 48 4 indicated indicate VERB crl-24516 48 5 with with ADP crl-24516 48 6 the the DET crl-24516 48 7 diffusion diffusion NOUN crl-24516 48 8 of of ADP crl-24516 48 9 innovations innovation NOUN crl-24516 48 10 theory theory NOUN crl-24516 48 11 and and CCONJ crl-24516 48 12 supported support VERB crl-24516 48 13 in in ADP crl-24516 48 14 many many ADJ crl-24516 48 15 perceptions perception NOUN crl-24516 48 16 toward toward ADP crl-24516 48 17 artificial artificial ADJ crl-24516 48 18 intelligence intelligence NOUN crl-24516 48 19 869 869 NUM crl-24516 48 20 subsequent subsequent ADJ crl-24516 48 21 studies study NOUN crl-24516 48 22 , , PUNCT crl-24516 48 23 individuals individual NOUN crl-24516 48 24 will will AUX crl-24516 48 25 only only ADV crl-24516 48 26 support support VERB crl-24516 48 27 the the DET crl-24516 48 28 diffusion diffusion NOUN crl-24516 48 29 of of ADP crl-24516 48 30 innovations innovation NOUN crl-24516 48 31 that that PRON crl-24516 48 32 they they PRON crl-24516 48 33 find find VERB crl-24516 48 34 valuable valuable ADJ crl-24516 48 35 and and CCONJ crl-24516 48 36 nonthreatening.40 nonthreatening.40 PROPN crl-24516 48 37 methods method NOUN crl-24516 48 38 an an DET crl-24516 48 39 electronic electronic ADJ crl-24516 48 40 survey survey NOUN crl-24516 48 41 was be AUX crl-24516 48 42 created create VERB crl-24516 48 43 using use VERB crl-24516 48 44 qualtrics qualtric NOUN crl-24516 48 45 and and CCONJ crl-24516 48 46 distributed distribute VERB crl-24516 48 47 via via ADP crl-24516 48 48 the the DET crl-24516 48 49 international international PROPN crl-24516 48 50 federation federation PROPN crl-24516 48 51 of of ADP crl-24516 48 52 library library PROPN crl-24516 48 53 associations associations PROPN crl-24516 48 54 ’ ’ PART crl-24516 48 55 information information NOUN crl-24516 48 56 technology technology NOUN crl-24516 48 57 and and CCONJ crl-24516 48 58 academic academic ADJ crl-24516 48 59 and and CCONJ crl-24516 48 60 research research NOUN crl-24516 48 61 libraries library NOUN crl-24516 48 62 listservs listservs NOUN crl-24516 48 63 . . PUNCT crl-24516 49 1 the the DET crl-24516 49 2 population population NOUN crl-24516 49 3 for for ADP crl-24516 49 4 the the DET crl-24516 49 5 survey survey NOUN crl-24516 49 6 was be AUX crl-24516 49 7 academic academic ADJ crl-24516 49 8 librarians librarian NOUN crl-24516 49 9 in in ADP crl-24516 49 10 public public ADJ crl-24516 49 11 service service NOUN crl-24516 49 12 roles role NOUN crl-24516 49 13 . . PUNCT crl-24516 50 1 a a DET crl-24516 50 2 copy copy NOUN crl-24516 50 3 of of ADP crl-24516 50 4 this this DET crl-24516 50 5 survey survey NOUN crl-24516 50 6 is be AUX crl-24516 50 7 included include VERB crl-24516 50 8 as as ADP crl-24516 50 9 an an DET crl-24516 50 10 appendix appendix NOUN crl-24516 50 11 to to ADP crl-24516 50 12 this this DET crl-24516 50 13 study study NOUN crl-24516 50 14 . . PUNCT crl-24516 51 1 questions question NOUN crl-24516 51 2 on on ADP crl-24516 51 3 the the DET crl-24516 51 4 survey survey NOUN crl-24516 51 5 fall fall VERB crl-24516 51 6 into into ADP crl-24516 51 7 one one NUM crl-24516 51 8 of of ADP crl-24516 51 9 three three NUM crl-24516 51 10 blocks block NOUN crl-24516 51 11 : : PUNCT crl-24516 51 12 demographics demographic NOUN crl-24516 51 13 , , PUNCT crl-24516 51 14 perspectives perspective NOUN crl-24516 51 15 on on ADP crl-24516 51 16 ai ai NOUN crl-24516 51 17 , , PUNCT crl-24516 51 18 and and CCONJ crl-24516 51 19 outlook outlook NOUN crl-24516 51 20 / / SYM crl-24516 51 21 optimism optimism NOUN crl-24516 51 22 toward toward ADP crl-24516 51 23 computer computer NOUN crl-24516 51 24 / / SYM crl-24516 51 25 internet internet NOUN crl-24516 51 26 technologies technology NOUN crl-24516 51 27 and and CCONJ crl-24516 51 28 the the DET crl-24516 51 29 monopolies monopoly NOUN crl-24516 51 30 and and CCONJ crl-24516 51 31 conglomerates conglomerate NOUN crl-24516 51 32 that that PRON crl-24516 51 33 produce produce VERB crl-24516 51 34 these these DET crl-24516 51 35 technologies technology NOUN crl-24516 51 36 . . PUNCT crl-24516 52 1 the the DET crl-24516 52 2 purpose purpose NOUN crl-24516 52 3 of of ADP crl-24516 52 4 asking ask VERB crl-24516 52 5 this this DET crl-24516 52 6 variety variety NOUN crl-24516 52 7 of of ADP crl-24516 52 8 questions question NOUN crl-24516 52 9 is be AUX crl-24516 52 10 to to PART crl-24516 52 11 cover cover VERB crl-24516 52 12 the the DET crl-24516 52 13 breadth breadth NOUN crl-24516 52 14 of of ADP crl-24516 52 15 the the DET crl-24516 52 16 two two NUM crl-24516 52 17 research research NOUN crl-24516 52 18 questions question NOUN crl-24516 52 19 for for ADP crl-24516 52 20 this this DET crl-24516 52 21 study study NOUN crl-24516 52 22 . . PUNCT crl-24516 53 1 the the DET crl-24516 53 2 researchers researcher NOUN crl-24516 53 3 sought seek VERB crl-24516 53 4 to to PART crl-24516 53 5 identify identify VERB crl-24516 53 6 whether whether SCONJ crl-24516 53 7 any any DET crl-24516 53 8 significant significant ADJ crl-24516 53 9 difference difference NOUN crl-24516 53 10 exists exist VERB crl-24516 53 11 in in ADP crl-24516 53 12 the the DET crl-24516 53 13 perspectives perspective NOUN crl-24516 53 14 of of ADP crl-24516 53 15 ai ai AUX crl-24516 53 16 based base VERB crl-24516 53 17 on on ADP crl-24516 53 18 demographics demographic NOUN crl-24516 53 19 ( ( PUNCT crl-24516 53 20 particularly particularly ADV crl-24516 53 21 , , PUNCT crl-24516 53 22 doi doi PROPN crl-24516 53 23 adopter adopter ADJ crl-24516 53 24 category category NOUN crl-24516 53 25 ) ) PUNCT crl-24516 53 26 , , PUNCT crl-24516 53 27 as as ADV crl-24516 53 28 well well ADV crl-24516 53 29 as as ADP crl-24516 53 30 whether whether SCONJ crl-24516 53 31 perspectives perspective NOUN crl-24516 53 32 toward toward ADP crl-24516 53 33 emerging emerge VERB crl-24516 53 34 technologies technology NOUN crl-24516 53 35 in in ADP crl-24516 53 36 general general ADJ crl-24516 53 37 and and CCONJ crl-24516 53 38 the the DET crl-24516 53 39 companies company NOUN crl-24516 53 40 that that PRON crl-24516 53 41 produce produce VERB crl-24516 53 42 them they PRON crl-24516 53 43 may may AUX crl-24516 53 44 affect affect VERB crl-24516 53 45 the the DET crl-24516 53 46 outlook outlook NOUN crl-24516 53 47 toward toward ADP crl-24516 53 48 ai ai PROPN crl-24516 53 49 . . PUNCT crl-24516 54 1 distinct distinct ADJ crl-24516 54 2 methods method NOUN crl-24516 54 3 were be AUX crl-24516 54 4 used use VERB crl-24516 54 5 for for ADP crl-24516 54 6 analysis analysis NOUN crl-24516 54 7 of of ADP crl-24516 54 8 the the DET crl-24516 54 9 survey survey NOUN crl-24516 54 10 findings finding NOUN crl-24516 54 11 for for ADP crl-24516 54 12 each each DET crl-24516 54 13 research research NOUN crl-24516 54 14 question question NOUN crl-24516 54 15 . . PUNCT crl-24516 55 1 for for ADP crl-24516 55 2 research research NOUN crl-24516 55 3 question question NOUN crl-24516 55 4 1 1 NUM crl-24516 55 5 , , PUNCT crl-24516 55 6 descriptive descriptive ADJ crl-24516 55 7 statistics statistic NOUN crl-24516 55 8 ( ( PUNCT crl-24516 55 9 mean mean ADJ crl-24516 55 10 / / SYM crl-24516 55 11 frequencies frequency NOUN crl-24516 55 12 ) ) PUNCT crl-24516 55 13 are be AUX crl-24516 55 14 provided provide VERB crl-24516 55 15 for for ADP crl-24516 55 16 each each DET crl-24516 55 17 question question NOUN crl-24516 55 18 . . PUNCT crl-24516 56 1 for for ADP crl-24516 56 2 research research NOUN crl-24516 56 3 question question NOUN crl-24516 56 4 2 2 NUM crl-24516 56 5 , , PUNCT crl-24516 56 6 a a DET crl-24516 56 7 pair pair NOUN crl-24516 56 8 of of ADP crl-24516 56 9 linear linear ADJ crl-24516 56 10 regressions regression NOUN crl-24516 56 11 are be AUX crl-24516 56 12 performed perform VERB crl-24516 56 13 using use VERB crl-24516 56 14 the the DET crl-24516 56 15 dependent dependent ADJ crl-24516 56 16 variable variable NOUN crl-24516 56 17 of of ADP crl-24516 56 18 adopter adopter ADJ crl-24516 56 19 category category NOUN crl-24516 56 20 ( ( PUNCT crl-24516 56 21 “ " PUNCT crl-24516 56 22 innovator innovator NOUN crl-24516 56 23 / / SYM crl-24516 56 24 early early ADJ crl-24516 56 25 adopter adopter NOUN crl-24516 56 26 ” " PUNCT crl-24516 56 27 vs vs ADP crl-24516 56 28 “ " PUNCT crl-24516 56 29 other other ADJ crl-24516 56 30 ” " PUNCT crl-24516 56 31 as as ADP crl-24516 56 32 dummy dummy ADJ crl-24516 56 33 variables variable NOUN crl-24516 56 34 ) ) PUNCT crl-24516 56 35 , , PUNCT crl-24516 56 36 and and CCONJ crl-24516 56 37 responses response NOUN crl-24516 56 38 to to ADP crl-24516 56 39 other other ADJ crl-24516 56 40 questions question NOUN crl-24516 56 41 within within ADP crl-24516 56 42 the the DET crl-24516 56 43 survey survey NOUN crl-24516 56 44 as as ADP crl-24516 56 45 explanatory explanatory ADJ crl-24516 56 46 variables variable NOUN crl-24516 56 47 . . PUNCT crl-24516 57 1 these these DET crl-24516 57 2 regressions regression NOUN crl-24516 57 3 examine examine VERB crl-24516 57 4 whether whether SCONJ crl-24516 57 5 the the DET crl-24516 57 6 responses response NOUN crl-24516 57 7 to to ADP crl-24516 57 8 questions question NOUN crl-24516 57 9 pertaining pertain VERB crl-24516 57 10 to to ADP crl-24516 57 11 knowledge knowledge NOUN crl-24516 57 12 , , PUNCT crl-24516 57 13 interest interest NOUN crl-24516 57 14 , , PUNCT crl-24516 57 15 and and CCONJ crl-24516 57 16 outlook outlook VERB crl-24516 57 17 toward toward ADP crl-24516 57 18 artificial artificial ADJ crl-24516 57 19 intelligence intelligence NOUN crl-24516 57 20 have have VERB crl-24516 57 21 a a DET crl-24516 57 22 significant significant ADJ crl-24516 57 23 relationship relationship NOUN crl-24516 57 24 with with ADP crl-24516 57 25 the the DET crl-24516 57 26 category category NOUN crl-24516 57 27 of of ADP crl-24516 57 28 adopter adopter PROPN crl-24516 57 29 . . PUNCT crl-24516 58 1 such such DET crl-24516 58 2 an an DET crl-24516 58 3 analysis analysis NOUN crl-24516 58 4 has have VERB crl-24516 58 5 theoretical theoretical ADJ crl-24516 58 6 value value NOUN crl-24516 58 7 as as ADV crl-24516 58 8 well well ADV crl-24516 58 9 as as ADP crl-24516 58 10 practical practical ADJ crl-24516 58 11 value value NOUN crl-24516 58 12 ( ( PUNCT crl-24516 58 13 identification identification NOUN crl-24516 58 14 of of ADP crl-24516 58 15 variables variable NOUN crl-24516 58 16 that that PRON crl-24516 58 17 may may AUX crl-24516 58 18 assist assist VERB crl-24516 58 19 in in ADP crl-24516 58 20 speeding speed VERB crl-24516 58 21 up up ADP crl-24516 58 22 the the DET crl-24516 58 23 diffusion diffusion NOUN crl-24516 58 24 process process NOUN crl-24516 58 25 ) ) PUNCT crl-24516 58 26 . . PUNCT crl-24516 59 1 results result VERB crl-24516 59 2 the the DET crl-24516 59 3 total total ADJ crl-24516 59 4 number number NOUN crl-24516 59 5 of of ADP crl-24516 59 6 respondents respondent NOUN crl-24516 59 7 to to ADP crl-24516 59 8 the the DET crl-24516 59 9 survey survey NOUN crl-24516 59 10 is be AUX crl-24516 59 11 236 236 NUM crl-24516 59 12 . . PUNCT crl-24516 60 1 while while SCONJ crl-24516 60 2 it it PRON crl-24516 60 3 is be AUX crl-24516 60 4 not not PART crl-24516 60 5 easy easy ADJ crl-24516 60 6 to to PART crl-24516 60 7 calculate calculate VERB crl-24516 60 8 the the DET crl-24516 60 9 total total ADJ crl-24516 60 10 number number NOUN crl-24516 60 11 of of ADP crl-24516 60 12 academic academic ADJ crl-24516 60 13 librarians librarian NOUN crl-24516 60 14 worldwide worldwide ADV crl-24516 60 15 , , PUNCT crl-24516 60 16 this this DET crl-24516 60 17 sample sample NOUN crl-24516 60 18 size size NOUN crl-24516 60 19 is be AUX crl-24516 60 20 likely likely ADV crl-24516 60 21 representative representative NOUN crl-24516 60 22 of of ADP crl-24516 60 23 a a DET crl-24516 60 24 margin margin NOUN crl-24516 60 25 of of ADP crl-24516 60 26 error error NOUN crl-24516 60 27 of of ADP crl-24516 60 28 about about ADV crl-24516 60 29 5 5 NUM crl-24516 60 30 percent.41 percent.41 NOUN crl-24516 60 31 the the DET crl-24516 60 32 age age NOUN crl-24516 60 33 composition composition NOUN crl-24516 60 34 of of ADP crl-24516 60 35 survey survey NOUN crl-24516 60 36 respondents respondent NOUN crl-24516 60 37 is be AUX crl-24516 60 38 22 22 NUM crl-24516 60 39 percent percent NOUN crl-24516 60 40 ages age NOUN crl-24516 60 41 29 29 NUM crl-24516 60 42 and and CCONJ crl-24516 60 43 younger young ADJ crl-24516 60 44 , , PUNCT crl-24516 60 45 32 32 NUM crl-24516 60 46 percent percent NOUN crl-24516 60 47 ages age NOUN crl-24516 60 48 30–39 30–39 NUM crl-24516 60 49 , , PUNCT crl-24516 60 50 38 38 NUM crl-24516 60 51 percent percent NOUN crl-24516 60 52 ages age NOUN crl-24516 60 53 40–49 40–49 NUM crl-24516 60 54 , , PUNCT crl-24516 60 55 and and CCONJ crl-24516 60 56 8 8 NUM crl-24516 60 57 percent percent NOUN crl-24516 60 58 ages age NOUN crl-24516 60 59 50–59 50–59 NUM crl-24516 60 60 . . PUNCT crl-24516 61 1 two two NUM crl-24516 61 2 percent percent NOUN crl-24516 61 3 of of ADP crl-24516 61 4 respondents respondent NOUN crl-24516 61 5 have have VERB crl-24516 61 6 less less ADJ crl-24516 61 7 than than ADP crl-24516 61 8 a a DET crl-24516 61 9 four four NUM crl-24516 61 10 - - PUNCT crl-24516 61 11 year year NOUN crl-24516 61 12 degree degree NOUN crl-24516 61 13 , , PUNCT crl-24516 61 14 16 16 NUM crl-24516 61 15 percent percent NOUN crl-24516 61 16 have have VERB crl-24516 61 17 a a DET crl-24516 61 18 four four NUM crl-24516 61 19 - - PUNCT crl-24516 61 20 year year NOUN crl-24516 61 21 degree degree NOUN crl-24516 61 22 , , PUNCT crl-24516 61 23 74 74 NUM crl-24516 61 24 percent percent NOUN crl-24516 61 25 have have VERB crl-24516 61 26 a a DET crl-24516 61 27 master master NOUN crl-24516 61 28 ’s ’s NOUN crl-24516 61 29 degree degree NOUN crl-24516 61 30 in in ADP crl-24516 61 31 library library NOUN crl-24516 61 32 and and CCONJ crl-24516 61 33 information information NOUN crl-24516 61 34 science science NOUN crl-24516 61 35 ( ( PUNCT crl-24516 61 36 lis lis PROPN crl-24516 61 37 ) ) PUNCT crl-24516 61 38 , , PUNCT crl-24516 61 39 2 2 NUM crl-24516 61 40 percent percent NOUN crl-24516 61 41 have have VERB crl-24516 61 42 a a DET crl-24516 61 43 master master NOUN crl-24516 61 44 ’s ’s NOUN crl-24516 61 45 degree degree NOUN crl-24516 61 46 in in ADP crl-24516 61 47 a a DET crl-24516 61 48 non non ADJ crl-24516 61 49 - - ADJ crl-24516 61 50 lis lis ADJ crl-24516 61 51 discipline discipline NOUN crl-24516 61 52 ; ; PUNCT crl-24516 61 53 and and CCONJ crl-24516 61 54 6 6 NUM crl-24516 61 55 percent percent NOUN crl-24516 61 56 have have VERB crl-24516 61 57 a a DET crl-24516 61 58 phd phd NOUN crl-24516 61 59 . . PROPN crl-24516 62 1 north north PROPN crl-24516 62 2 america america PROPN crl-24516 62 3 ( ( PUNCT crl-24516 62 4 41 41 NUM crl-24516 62 5 % % NOUN crl-24516 62 6 ) ) PUNCT crl-24516 62 7 and and CCONJ crl-24516 62 8 africa africa PROPN crl-24516 62 9 ( ( PUNCT crl-24516 62 10 42 42 NUM crl-24516 62 11 % % NOUN crl-24516 62 12 ) ) PUNCT crl-24516 62 13 are be AUX crl-24516 62 14 disproportionally disproportionally ADV crl-24516 62 15 represented represent VERB crl-24516 62 16 in in ADP crl-24516 62 17 the the DET crl-24516 62 18 results result NOUN crl-24516 62 19 , , PUNCT crl-24516 62 20 while while SCONJ crl-24516 62 21 south south PROPN crl-24516 62 22 america america PROPN crl-24516 62 23 , , PUNCT crl-24516 62 24 europe europe PROPN crl-24516 62 25 , , PUNCT crl-24516 62 26 asia asia PROPN crl-24516 62 27 , , PUNCT crl-24516 62 28 and and CCONJ crl-24516 62 29 australia australia PROPN crl-24516 62 30 all all PRON crl-24516 62 31 represent represent VERB crl-24516 62 32 between between ADP crl-24516 62 33 2 2 NUM crl-24516 62 34 and and CCONJ crl-24516 62 35 8 8 NUM crl-24516 62 36 percent percent NOUN crl-24516 62 37 of of ADP crl-24516 62 38 the the DET crl-24516 62 39 survey survey NOUN crl-24516 62 40 respondents respondent NOUN crl-24516 62 41 . . PUNCT crl-24516 63 1 with with ADP crl-24516 63 2 respect respect NOUN crl-24516 63 3 to to ADP crl-24516 63 4 the the DET crl-24516 63 5 international international ADJ crl-24516 63 6 distribution distribution NOUN crl-24516 63 7 of of ADP crl-24516 63 8 the the DET crl-24516 63 9 survey survey NOUN crl-24516 63 10 , , PUNCT crl-24516 63 11 no no DET crl-24516 63 12 significant significant ADJ crl-24516 63 13 difference difference NOUN crl-24516 63 14 was be AUX crl-24516 63 15 found find VERB crl-24516 63 16 among among ADP crl-24516 63 17 respondents respondent NOUN crl-24516 63 18 from from ADP crl-24516 63 19 any any DET crl-24516 63 20 one one NUM crl-24516 63 21 continent continent NOUN crl-24516 63 22 and and CCONJ crl-24516 63 23 the the DET crl-24516 63 24 others other NOUN crl-24516 63 25 in in ADP crl-24516 63 26 responses response NOUN crl-24516 63 27 to to ADP crl-24516 63 28 the the DET crl-24516 63 29 questions question NOUN crl-24516 63 30 . . PUNCT crl-24516 64 1 in in ADP crl-24516 64 2 roger roger PROPN crl-24516 64 3 ’s ’s PART crl-24516 64 4 model model NOUN crl-24516 64 5 of of ADP crl-24516 64 6 diffusion diffusion NOUN crl-24516 64 7 , , PUNCT crl-24516 64 8 adopters adopter NOUN crl-24516 64 9 of of ADP crl-24516 64 10 a a DET crl-24516 64 11 technology technology NOUN crl-24516 64 12 ( ( PUNCT crl-24516 64 13 innovation innovation NOUN crl-24516 64 14 ) ) PUNCT crl-24516 64 15 are be AUX crl-24516 64 16 conceived conceive VERB crl-24516 64 17 as as ADP crl-24516 64 18 falling fall VERB crl-24516 64 19 along along ADP crl-24516 64 20 a a DET crl-24516 64 21 normal normal ADJ crl-24516 64 22 distribution distribution NOUN crl-24516 64 23 , , PUNCT crl-24516 64 24 with with ADP crl-24516 64 25 innovators innovator NOUN crl-24516 64 26 representing represent VERB crl-24516 64 27 2.5 2.5 NUM crl-24516 64 28 percent percent NOUN crl-24516 64 29 of of ADP crl-24516 64 30 the the DET crl-24516 64 31 population population NOUN crl-24516 64 32 , , PUNCT crl-24516 64 33 early early ADJ crl-24516 64 34 adopters adopter NOUN crl-24516 64 35 representing represent VERB crl-24516 64 36 13.5 13.5 NUM crl-24516 64 37 percent percent NOUN crl-24516 64 38 , , PUNCT crl-24516 64 39 early early ADJ crl-24516 64 40 majority majority NOUN crl-24516 64 41 and and CCONJ crl-24516 64 42 late late ADJ crl-24516 64 43 majority majority NOUN crl-24516 64 44 each each PRON crl-24516 64 45 representing represent VERB crl-24516 64 46 34 34 NUM crl-24516 64 47 percent percent NOUN crl-24516 64 48 , , PUNCT crl-24516 64 49 and and CCONJ crl-24516 64 50 laggards laggard NOUN crl-24516 64 51 representing represent VERB crl-24516 64 52 16 16 NUM crl-24516 64 53 percent percent NOUN crl-24516 64 54 . . PUNCT crl-24516 65 1 table table NOUN crl-24516 65 2 1 1 NUM crl-24516 65 3 below below ADP crl-24516 65 4 displays display NOUN crl-24516 65 5 those those DET crl-24516 65 6 percentages percentage NOUN crl-24516 65 7 ( ( PUNCT crl-24516 65 8 culminating culminate VERB crl-24516 65 9 in in ADP crl-24516 65 10 100 100 NUM crl-24516 65 11 percent percent NOUN crl-24516 65 12 of of ADP crl-24516 65 13 the the DET crl-24516 65 14 total total ADJ crl-24516 65 15 population population NOUN crl-24516 65 16 ) ) PUNCT crl-24516 65 17 compared compare VERB crl-24516 65 18 to to ADP crl-24516 65 19 responses response NOUN crl-24516 65 20 of of ADP crl-24516 65 21 the the DET crl-24516 65 22 sample sample NOUN crl-24516 65 23 population population NOUN crl-24516 65 24 of of ADP crl-24516 65 25 this this DET crl-24516 65 26 study study NOUN crl-24516 65 27 regarding regard VERB crl-24516 65 28 their their PRON crl-24516 65 29 adoption adoption NOUN crl-24516 65 30 pattern pattern NOUN crl-24516 65 31 related relate VERB crl-24516 65 32 to to ADP crl-24516 65 33 library library NOUN crl-24516 65 34 technology technology NOUN crl-24516 65 35 . . PUNCT crl-24516 66 1 in in ADP crl-24516 66 2 this this DET crl-24516 66 3 study study NOUN crl-24516 66 4 , , PUNCT crl-24516 66 5 innovators innovator NOUN crl-24516 66 6 represent represent VERB crl-24516 66 7 a a DET crl-24516 66 8 whopping whopping ADJ crl-24516 66 9 13 13 NUM crl-24516 66 10 percent percent NOUN crl-24516 66 11 , , PUNCT crl-24516 66 12 early early ADJ crl-24516 66 13 adopters adopter NOUN crl-24516 66 14 represent represent VERB crl-24516 66 15 38 38 NUM crl-24516 66 16 percent percent NOUN crl-24516 66 17 , , PUNCT crl-24516 66 18 870 870 NUM crl-24516 66 19 college college NOUN crl-24516 66 20 & & CCONJ crl-24516 66 21 research research PROPN crl-24516 66 22 libraries library NOUN crl-24516 66 23 july july PROPN crl-24516 66 24 2020 2020 NUM crl-24516 66 25 early early ADJ crl-24516 66 26 majority majority NOUN crl-24516 66 27 48 48 NUM crl-24516 66 28 percent percent NOUN crl-24516 66 29 , , PUNCT crl-24516 66 30 late late ADJ crl-24516 66 31 majority majority NOUN crl-24516 66 32 9 9 NUM crl-24516 66 33 percent percent NOUN crl-24516 66 34 , , PUNCT crl-24516 66 35 and and CCONJ crl-24516 66 36 laggards laggard NOUN crl-24516 66 37 only only ADV crl-24516 66 38 2 2 NUM crl-24516 66 39 percent percent NOUN crl-24516 66 40 . . PUNCT crl-24516 67 1 this this PRON crl-24516 67 2 reflects reflect VERB crl-24516 67 3 a a DET crl-24516 67 4 right right ADJ crl-24516 67 5 skew skew NOUN crl-24516 67 6 in in ADP crl-24516 67 7 the the DET crl-24516 67 8 distribution distribution NOUN crl-24516 67 9 . . PUNCT crl-24516 68 1 the the DET crl-24516 68 2 skew skew NOUN crl-24516 68 3 was be AUX crl-24516 68 4 not not PART crl-24516 68 5 unanticipated unanticipated ADJ crl-24516 68 6 , , PUNCT crl-24516 68 7 as as SCONJ crl-24516 68 8 the the DET crl-24516 68 9 topic topic NOUN crl-24516 68 10 of of ADP crl-24516 68 11 this this DET crl-24516 68 12 study study NOUN crl-24516 68 13 is be AUX crl-24516 68 14 more more ADV crl-24516 68 15 likely likely ADJ crl-24516 68 16 to to PART crl-24516 68 17 appeal appeal VERB crl-24516 68 18 to to ADP crl-24516 68 19 earlier early ADJ crl-24516 68 20 adopters adopter NOUN crl-24516 68 21 , , PUNCT crl-24516 68 22 as as ADV crl-24516 68 23 well well ADV crl-24516 68 24 as as ADP crl-24516 68 25 the the DET crl-24516 68 26 fact fact NOUN crl-24516 68 27 that that SCONJ crl-24516 68 28 librarians librarian VERB crl-24516 68 29 , , PUNCT crl-24516 68 30 in in ADP crl-24516 68 31 general general ADJ crl-24516 68 32 , , PUNCT crl-24516 68 33 tend tend VERB crl-24516 68 34 to to PART crl-24516 68 35 be be AUX crl-24516 68 36 more more ADV crl-24516 68 37 receptive receptive ADJ crl-24516 68 38 than than ADP crl-24516 68 39 the the DET crl-24516 68 40 general general ADJ crl-24516 68 41 population population NOUN crl-24516 68 42 toward toward ADP crl-24516 68 43 new new ADJ crl-24516 68 44 ideas idea NOUN crl-24516 68 45 and and CCONJ crl-24516 68 46 technologies technology NOUN crl-24516 68 47 . . PUNCT crl-24516 69 1 as as SCONJ crl-24516 69 2 shown show VERB crl-24516 69 3 in in ADP crl-24516 69 4 table table NOUN crl-24516 69 5 2 2 NUM crl-24516 69 6 , , PUNCT crl-24516 69 7 on on ADP crl-24516 69 8 a a DET crl-24516 69 9 7 7 NUM crl-24516 69 10 - - PUNCT crl-24516 69 11 point point NOUN crl-24516 69 12 likert likert NOUN crl-24516 69 13 scale scale NOUN crl-24516 69 14 ( ( PUNCT crl-24516 69 15 values value NOUN crl-24516 69 16 0 0 NUM crl-24516 69 17 - - SYM crl-24516 69 18 6 6 NUM crl-24516 69 19 ) ) PUNCT crl-24516 69 20 , , PUNCT crl-24516 69 21 respondents respondent NOUN crl-24516 69 22 indicate indicate VERB crl-24516 69 23 a a DET crl-24516 69 24 knowledge knowledge NOUN crl-24516 69 25 of of ADP crl-24516 69 26 and and CCONJ crl-24516 69 27 optimism optimism NOUN crl-24516 69 28 toward toward ADP crl-24516 69 29 ai ai PROPN crl-24516 69 30 of of ADP crl-24516 69 31 about about ADV crl-24516 69 32 5 5 NUM crl-24516 69 33 , , PUNCT crl-24516 69 34 which which PRON crl-24516 69 35 suggests suggest VERB crl-24516 69 36 moderately moderately ADV crl-24516 69 37 high high ADJ crl-24516 69 38 levels level NOUN crl-24516 69 39 for for ADP crl-24516 69 40 both both PRON crl-24516 69 41 . . PUNCT crl-24516 70 1 most most ADJ crl-24516 70 2 of of ADP crl-24516 70 3 the the DET crl-24516 70 4 respondents respondent NOUN crl-24516 70 5 to to ADP crl-24516 70 6 this this DET crl-24516 70 7 survey survey NOUN crl-24516 70 8 are be AUX crl-24516 70 9 likely likely ADJ crl-24516 70 10 to to PART crl-24516 70 11 be be AUX crl-24516 70 12 tech tech NOUN crl-24516 70 13 - - PUNCT crl-24516 70 14 inclined incline VERB crl-24516 70 15 , , PUNCT crl-24516 70 16 based base VERB crl-24516 70 17 on on ADP crl-24516 70 18 the the DET crl-24516 70 19 listservs listservs NOUN crl-24516 70 20 in in ADP crl-24516 70 21 which which PRON crl-24516 70 22 the the DET crl-24516 70 23 survey survey NOUN crl-24516 70 24 was be AUX crl-24516 70 25 distributed distribute VERB crl-24516 70 26 , , PUNCT crl-24516 70 27 but but CCONJ crl-24516 70 28 these these DET crl-24516 70 29 high high ADJ crl-24516 70 30 reported report VERB crl-24516 70 31 levels level NOUN crl-24516 70 32 are be AUX crl-24516 70 33 still still ADV crl-24516 70 34 somewhat somewhat ADV crl-24516 70 35 unexpected unexpected ADJ crl-24516 70 36 , , PUNCT crl-24516 70 37 given give VERB crl-24516 70 38 the the DET crl-24516 70 39 still still ADV crl-24516 70 40 relatively relatively ADV crl-24516 70 41 nascent nascent ADJ crl-24516 70 42 state state NOUN crl-24516 70 43 of of ADP crl-24516 70 44 ai ai PROPN crl-24516 70 45 and and CCONJ crl-24516 70 46 ai ai VERB crl-24516 70 47 research research NOUN crl-24516 70 48 . . PUNCT crl-24516 71 1 figure figure NOUN crl-24516 71 2 1 1 NUM crl-24516 71 3 displays display NOUN crl-24516 71 4 responses response NOUN crl-24516 71 5 to to ADP crl-24516 71 6 the the DET crl-24516 71 7 dichotomous dichotomous ADJ crl-24516 71 8 ( ( PUNCT crl-24516 71 9 yes yes INTJ crl-24516 71 10 / / SYM crl-24516 71 11 no no NOUN crl-24516 71 12 ) ) PUNCT crl-24516 71 13 questions question NOUN crl-24516 71 14 on on ADP crl-24516 71 15 the the DET crl-24516 71 16 survey survey NOUN crl-24516 71 17 . . PUNCT crl-24516 72 1 most most ADJ crl-24516 72 2 respondents respondent NOUN crl-24516 72 3 have have VERB crl-24516 72 4 no no DET crl-24516 72 5 concern concern NOUN crl-24516 72 6 that that PRON crl-24516 72 7 ai ai AUX crl-24516 72 8 would would AUX crl-24516 72 9 jeopardize jeopardize VERB crl-24516 72 10 their their PRON crl-24516 72 11 employment employment NOUN crl-24516 72 12 status status NOUN crl-24516 72 13 . . PUNCT crl-24516 73 1 respondents respondent NOUN crl-24516 73 2 were be AUX crl-24516 73 3 also also ADV crl-24516 73 4 one one NUM crl-24516 73 5 - - PUNCT crl-24516 73 6 sided sided ADJ crl-24516 73 7 in in ADP crl-24516 73 8 their their PRON crl-24516 73 9 belief belief NOUN crl-24516 73 10 that that SCONJ crl-24516 73 11 ai ai VERB crl-24516 73 12 would would AUX crl-24516 73 13 improve improve VERB crl-24516 73 14 the the DET crl-24516 73 15 lives life NOUN crl-24516 73 16 of of ADP crl-24516 73 17 people people NOUN crl-24516 73 18 . . PUNCT crl-24516 74 1 responses response NOUN crl-24516 74 2 are be AUX crl-24516 74 3 slightly slightly ADV crl-24516 74 4 more more ADV crl-24516 74 5 mixed mixed ADJ crl-24516 74 6 as as ADP crl-24516 74 7 to to ADP crl-24516 74 8 whether whether SCONJ crl-24516 74 9 privacy privacy NOUN crl-24516 74 10 is be AUX crl-24516 74 11 of of ADP crl-24516 74 12 concern concern NOUN crl-24516 74 13 with with ADP crl-24516 74 14 ai ai PROPN crl-24516 74 15 . . PUNCT crl-24516 75 1 among among ADP crl-24516 75 2 adopter adopter ADJ crl-24516 75 3 categories category NOUN crl-24516 75 4 , , PUNCT crl-24516 75 5 the the DET crl-24516 75 6 innovators innovator NOUN crl-24516 75 7 and and CCONJ crl-24516 75 8 early early ADJ crl-24516 75 9 adopters adopter NOUN crl-24516 75 10 are be AUX crl-24516 75 11 the the DET crl-24516 75 12 two two NUM crl-24516 75 13 groups group NOUN crl-24516 75 14 that that PRON crl-24516 75 15 had have VERB crl-24516 75 16 the the DET crl-24516 75 17 largest large ADJ crl-24516 75 18 margin margin NOUN crl-24516 75 19 of of ADP crl-24516 75 20 individuals individual NOUN crl-24516 75 21 concerned concern VERB crl-24516 75 22 with with ADP crl-24516 75 23 privacy privacy NOUN crl-24516 75 24 , , PUNCT crl-24516 75 25 while while SCONJ crl-24516 75 26 the the DET crl-24516 75 27 early early ADJ crl-24516 75 28 majority majority NOUN crl-24516 75 29 has have VERB crl-24516 75 30 the the DET crl-24516 75 31 smallest small ADJ crl-24516 75 32 percentage percentage NOUN crl-24516 75 33 of of ADP crl-24516 75 34 respondents respondent NOUN crl-24516 75 35 with with ADP crl-24516 75 36 concern concern NOUN crl-24516 75 37 . . PUNCT crl-24516 76 1 forty forty NUM crl-24516 76 2 percent percent NOUN crl-24516 76 3 of of ADP crl-24516 76 4 respondents respondent NOUN crl-24516 76 5 read read VERB crl-24516 76 6 scholarly scholarly ADJ crl-24516 76 7 literature literature NOUN crl-24516 76 8 more more ADJ crl-24516 76 9 than than ADP crl-24516 76 10 three three NUM crl-24516 76 11 hours hour NOUN crl-24516 76 12 per per ADP crl-24516 76 13 week week NOUN crl-24516 76 14 . . PUNCT crl-24516 77 1 the the DET crl-24516 77 2 innovator innovator NOUN crl-24516 77 3 category category NOUN crl-24516 77 4 has have VERB crl-24516 77 5 the the DET crl-24516 77 6 largest large ADJ crl-24516 77 7 proportion proportion NOUN crl-24516 77 8 of of ADP crl-24516 77 9 respondents respondent NOUN crl-24516 77 10 who who PRON crl-24516 77 11 read read VERB crl-24516 77 12 scholarly scholarly ADJ crl-24516 77 13 literature literature NOUN crl-24516 77 14 for for ADP crl-24516 77 15 three three NUM crl-24516 77 16 or or CCONJ crl-24516 77 17 more more ADJ crl-24516 77 18 hours hour NOUN crl-24516 77 19 per per ADP crl-24516 77 20 week week NOUN crl-24516 77 21 . . PUNCT crl-24516 78 1 the the DET crl-24516 78 2 late late ADJ crl-24516 78 3 majority majority NOUN crl-24516 78 4 has have VERB crl-24516 78 5 the the DET crl-24516 78 6 smallest small ADJ crl-24516 78 7 proportion proportion NOUN crl-24516 78 8 of of ADP crl-24516 78 9 the the DET crl-24516 78 10 respondents respondent NOUN crl-24516 78 11 who who PRON crl-24516 78 12 read read VERB crl-24516 78 13 scholarly scholarly ADJ crl-24516 78 14 literature literature NOUN crl-24516 78 15 more more ADJ crl-24516 78 16 than than ADP crl-24516 78 17 three three NUM crl-24516 78 18 hours hour NOUN crl-24516 78 19 per per ADP crl-24516 78 20 week week NOUN crl-24516 78 21 , , PUNCT crl-24516 78 22 though though SCONJ crl-24516 78 23 the the DET crl-24516 78 24 laggards laggard NOUN crl-24516 78 25 group group NOUN crl-24516 78 26 has have VERB crl-24516 78 27 the the DET crl-24516 78 28 largest large ADJ crl-24516 78 29 proportion proportion NOUN crl-24516 78 30 that that PRON crl-24516 78 31 read read VERB crl-24516 78 32 no no DET crl-24516 78 33 scholarly scholarly ADJ crl-24516 78 34 literature literature NOUN crl-24516 78 35 at at ADV crl-24516 78 36 all all ADV crl-24516 78 37 ( ( PUNCT crl-24516 78 38 in in ADP crl-24516 78 39 other other ADJ crl-24516 78 40 words word NOUN crl-24516 78 41 , , PUNCT crl-24516 78 42 a a DET crl-24516 78 43 large large ADJ crl-24516 78 44 proportion proportion NOUN crl-24516 78 45 of of ADP crl-24516 78 46 late late ADJ crl-24516 78 47 adopters adopter NOUN crl-24516 78 48 read read VERB crl-24516 78 49 scholarly scholarly ADJ crl-24516 78 50 literature literature NOUN crl-24516 78 51 between between ADP crl-24516 78 52 one one NUM crl-24516 78 53 and and CCONJ crl-24516 78 54 three three NUM crl-24516 78 55 hours hour NOUN crl-24516 78 56 per per ADP crl-24516 78 57 week week NOUN crl-24516 78 58 , , PUNCT crl-24516 78 59 while while SCONJ crl-24516 78 60 many many ADJ crl-24516 78 61 laggards laggard NOUN crl-24516 78 62 read read VERB crl-24516 78 63 no no DET crl-24516 78 64 scholarly scholarly ADJ crl-24516 78 65 literature literature NOUN crl-24516 78 66 at at ADV crl-24516 78 67 all all ADV crl-24516 78 68 ) ) PUNCT crl-24516 78 69 . . PUNCT crl-24516 79 1 regarding regard VERB crl-24516 79 2 the the DET crl-24516 79 3 perception perception NOUN crl-24516 79 4 of of ADP crl-24516 79 5 computer computer NOUN crl-24516 79 6 / / SYM crl-24516 79 7 internet internet NOUN crl-24516 79 8 companies company NOUN crl-24516 79 9 ( ( PUNCT crl-24516 79 10 those those PRON crl-24516 79 11 paving pave VERB crl-24516 79 12 the the DET crl-24516 79 13 way way NOUN crl-24516 79 14 for for ADP crl-24516 79 15 ai ai NOUN crl-24516 79 16 ) ) PUNCT crl-24516 79 17 , , PUNCT crl-24516 79 18 the the DET crl-24516 79 19 majority majority NOUN crl-24516 79 20 of of ADP crl-24516 79 21 respondents respondent NOUN crl-24516 79 22 believes believe VERB crl-24516 79 23 these these DET crl-24516 79 24 entities entity NOUN crl-24516 79 25 contribute contribute VERB crl-24516 79 26 to to ADP crl-24516 79 27 the the DET crl-24516 79 28 good good NOUN crl-24516 79 29 of of ADP crl-24516 79 30 society society NOUN crl-24516 79 31 . . PUNCT crl-24516 80 1 there there PRON crl-24516 80 2 is be VERB crl-24516 80 3 a a DET crl-24516 80 4 table table NOUN crl-24516 80 5 1 1 NUM crl-24516 80 6 roger roger PROPN crl-24516 80 7 ’s ’s PART crl-24516 80 8 diffusion diffusion NOUN crl-24516 80 9 of of ADP crl-24516 80 10 innovations innovation NOUN crl-24516 80 11 model model NOUN crl-24516 80 12 and and CCONJ crl-24516 80 13 composition composition NOUN crl-24516 80 14 of of ADP crl-24516 80 15 survey survey NOUN crl-24516 80 16 respondents respondent NOUN crl-24516 80 17 categories category NOUN crl-24516 80 18 of of ADP crl-24516 80 19 innovators innovator NOUN crl-24516 80 20 in in ADP crl-24516 80 21 roger roger PROPN crl-24516 80 22 ’s ’s PART crl-24516 80 23 model model NOUN crl-24516 80 24 cumulative cumulative ADJ crl-24516 80 25 percentage percentage NOUN crl-24516 80 26 of of ADP crl-24516 80 27 individuals individual NOUN crl-24516 80 28 standard standard ADJ crl-24516 80 29 diffusion diffusion NOUN crl-24516 80 30 model model NOUN crl-24516 80 31 respondents respondent NOUN crl-24516 80 32 of of ADP crl-24516 80 33 this this DET crl-24516 80 34 study study NOUN crl-24516 80 35 innovators innovator NOUN crl-24516 80 36 2.5 2.5 NUM crl-24516 80 37 % % NOUN crl-24516 80 38 13 13 NUM crl-24516 80 39 % % NOUN crl-24516 80 40 early early ADJ crl-24516 80 41 adopters adopter NOUN crl-24516 80 42 16 16 NUM crl-24516 80 43 % % NOUN crl-24516 80 44 40.7 40.7 NUM crl-24516 80 45 % % NOUN crl-24516 80 46 early early ADJ crl-24516 80 47 majority majority NOUN crl-24516 80 48 50 50 NUM crl-24516 80 49 % % NOUN crl-24516 80 50 88.9 88.9 NUM crl-24516 80 51 % % NOUN crl-24516 80 52 late late ADJ crl-24516 80 53 majority majority NOUN crl-24516 80 54 84 84 NUM crl-24516 80 55 % % NOUN crl-24516 80 56 98.1 98.1 NUM crl-24516 80 57 % % NOUN crl-24516 80 58 laggards laggard NOUN crl-24516 80 59 100 100 NUM crl-24516 80 60 % % NOUN crl-24516 80 61 100 100 NUM crl-24516 80 62 % % NOUN crl-24516 80 63 table table NOUN crl-24516 80 64 2 2 NUM crl-24516 80 65 respondents respondent NOUN crl-24516 80 66 ’ ' PUNCT crl-24516 80 67 knowledge knowledge NOUN crl-24516 80 68 and and CCONJ crl-24516 80 69 optimism optimism NOUN crl-24516 80 70 about about ADP crl-24516 80 71 ai ai PROPN crl-24516 80 72 topic topic NOUN crl-24516 80 73 mean mean VERB crl-24516 81 1 std std PROPN crl-24516 81 2 . . PROPN crl-24516 81 3 dev dev PROPN crl-24516 81 4 . . PUNCT crl-24516 82 1 rate rate VERB crl-24516 82 2 your your PRON crl-24516 82 3 knowledge knowledge NOUN crl-24516 82 4 of of ADP crl-24516 82 5 artificial artificial ADJ crl-24516 82 6 intelligence intelligence NOUN crl-24516 82 7 as as ADP crl-24516 82 8 a a DET crl-24516 82 9 concept concept NOUN crl-24516 82 10 5 5 NUM crl-24516 82 11 1.08 1.08 NUM crl-24516 82 12 rate rate NOUN crl-24516 82 13 your your PRON crl-24516 82 14 knowledge knowledge NOUN crl-24516 82 15 of of ADP crl-24516 82 16 trends trend NOUN crl-24516 82 17 in in ADP crl-24516 82 18 artificial artificial ADJ crl-24516 82 19 intelligence intelligence NOUN crl-24516 82 20 4.64 4.64 NUM crl-24516 82 21 1.21 1.21 NUM crl-24516 82 22 rate rate NOUN crl-24516 82 23 your your PRON crl-24516 82 24 level level NOUN crl-24516 82 25 of of ADP crl-24516 82 26 optimism optimism NOUN crl-24516 82 27 about about ADP crl-24516 82 28 the the DET crl-24516 82 29 future future NOUN crl-24516 82 30 of of ADP crl-24516 82 31 artificial artificial ADJ crl-24516 82 32 intelligence intelligence NOUN crl-24516 82 33 for for ADP crl-24516 82 34 improving improve VERB crl-24516 82 35 library library NOUN crl-24516 82 36 service service NOUN crl-24516 82 37 5.2 5.2 NUM crl-24516 82 38 1.36 1.36 NUM crl-24516 82 39 perceptions perception NOUN crl-24516 82 40 toward toward ADP crl-24516 82 41 artificial artificial ADJ crl-24516 82 42 intelligence intelligence NOUN crl-24516 82 43 871 871 NUM crl-24516 82 44 near near ADP crl-24516 82 45 50/50 50/50 NUM crl-24516 82 46 split split NOUN crl-24516 82 47 in in ADP crl-24516 82 48 perception perception NOUN crl-24516 82 49 as as ADP crl-24516 82 50 to to ADP crl-24516 82 51 whether whether SCONJ crl-24516 82 52 these these DET crl-24516 82 53 companies company NOUN crl-24516 82 54 contribute contribute VERB crl-24516 82 55 to to ADP crl-24516 82 56 the the DET crl-24516 82 57 good good NOUN crl-24516 82 58 of of ADP crl-24516 82 59 academic academic ADJ crl-24516 82 60 libraries library NOUN crl-24516 82 61 . . PUNCT crl-24516 83 1 innovators innovator NOUN crl-24516 83 2 and and CCONJ crl-24516 83 3 early early ADJ crl-24516 83 4 adopters adopter NOUN crl-24516 83 5 are be AUX crl-24516 83 6 more more ADV crl-24516 83 7 likely likely ADJ crl-24516 83 8 to to PART crl-24516 83 9 indicate indicate VERB crl-24516 83 10 both both DET crl-24516 83 11 that that DET crl-24516 83 12 computer computer NOUN crl-24516 83 13 / / SYM crl-24516 83 14 internet internet NOUN crl-24516 83 15 companies company NOUN crl-24516 83 16 contribute contribute VERB crl-24516 83 17 to to ADP crl-24516 83 18 the the DET crl-24516 83 19 good good NOUN crl-24516 83 20 of of ADP crl-24516 83 21 society society NOUN crl-24516 83 22 and and CCONJ crl-24516 83 23 the the DET crl-24516 83 24 good good NOUN crl-24516 83 25 of of ADP crl-24516 83 26 libraries library NOUN crl-24516 83 27 . . PUNCT crl-24516 84 1 those those PRON crl-24516 84 2 in in ADP crl-24516 84 3 the the DET crl-24516 84 4 laggards laggard NOUN crl-24516 84 5 category category NOUN crl-24516 84 6 are be AUX crl-24516 84 7 more more ADV crl-24516 84 8 likely likely ADJ crl-24516 84 9 to to PART crl-24516 84 10 indicate indicate VERB crl-24516 84 11 that that PRON crl-24516 84 12 computer computer NOUN crl-24516 84 13 / / SYM crl-24516 84 14 internet internet NOUN crl-24516 84 15 companies company NOUN crl-24516 84 16 do do AUX crl-24516 84 17 not not PART crl-24516 84 18 contribute contribute VERB crl-24516 84 19 to to ADP crl-24516 84 20 the the DET crl-24516 84 21 good good NOUN crl-24516 84 22 of of ADP crl-24516 84 23 libraries library NOUN crl-24516 84 24 . . PUNCT crl-24516 85 1 across across ADP crl-24516 85 2 the the DET crl-24516 85 3 board board NOUN crl-24516 85 4 , , PUNCT crl-24516 85 5 majorities majority NOUN crl-24516 85 6 of of ADP crl-24516 85 7 category category NOUN crl-24516 85 8 respondents respondent NOUN crl-24516 85 9 indicate indicate VERB crl-24516 85 10 that that SCONJ crl-24516 85 11 a a DET crl-24516 85 12 growth growth NOUN crl-24516 85 13 in in ADP crl-24516 85 14 fake fake ADJ crl-24516 85 15 news news NOUN crl-24516 85 16 could could AUX crl-24516 85 17 be be AUX crl-24516 85 18 attributed attribute VERB crl-24516 85 19 to to ADP crl-24516 85 20 the the DET crl-24516 85 21 emergence emergence NOUN crl-24516 85 22 of of ADP crl-24516 85 23 computer computer NOUN crl-24516 85 24 / / SYM crl-24516 85 25 internet internet NOUN crl-24516 85 26 companies company NOUN crl-24516 85 27 . . PUNCT crl-24516 86 1 figure figure VERB crl-24516 86 2 2 2 NUM crl-24516 86 3 displays display VERB crl-24516 86 4 the the DET crl-24516 86 5 role role NOUN crl-24516 86 6 within within ADP crl-24516 86 7 libraries library NOUN crl-24516 86 8 that that PRON crl-24516 86 9 respondents respondent NOUN crl-24516 86 10 indicate indicate VERB crl-24516 86 11 they they PRON crl-24516 86 12 would would AUX crl-24516 86 13 most most ADV crl-24516 86 14 like like VERB crl-24516 86 15 to to PART crl-24516 86 16 see see VERB crl-24516 86 17 ai ai AUX crl-24516 86 18 introduced introduce VERB crl-24516 86 19 ( ( PUNCT crl-24516 86 20 example example NOUN crl-24516 86 21 : : PUNCT crl-24516 86 22 “ " PUNCT crl-24516 86 23 to to PART crl-24516 86 24 develop develop VERB crl-24516 86 25 resource resource NOUN crl-24516 86 26 recommendation recommendation NOUN crl-24516 86 27 systems system NOUN crl-24516 86 28 for for ADP crl-24516 86 29 library library NOUN crl-24516 86 30 patrons patron NOUN crl-24516 86 31 ” " PUNCT crl-24516 86 32 ) ) PUNCT crl-24516 86 33 . . PUNCT crl-24516 87 1 support support NOUN crl-24516 87 2 / / SYM crl-24516 87 3 improvement improvement NOUN crl-24516 87 4 of of ADP crl-24516 87 5 the the DET crl-24516 87 6 library library NOUN crl-24516 87 7 discovery discovery NOUN crl-24516 87 8 search search NOUN crl-24516 87 9 is be AUX crl-24516 87 10 the the DET crl-24516 87 11 overwhelmingly overwhelmingly ADV crl-24516 87 12 favorite favorite ADJ crl-24516 87 13 selection selection NOUN crl-24516 87 14 , , PUNCT crl-24516 87 15 followed follow VERB crl-24516 87 16 by by ADP crl-24516 87 17 reference reference NOUN crl-24516 87 18 services service NOUN crl-24516 87 19 and and CCONJ crl-24516 87 20 cataloging catalog VERB crl-24516 87 21 assistance assistance NOUN crl-24516 87 22 . . PUNCT crl-24516 88 1 purchasing purchase VERB crl-24516 88 2 new new ADJ crl-24516 88 3 acquisitions acquisition NOUN crl-24516 88 4 based base VERB crl-24516 88 5 on on ADP crl-24516 88 6 user user NOUN crl-24516 88 7 resource resource NOUN crl-24516 88 8 selection selection NOUN crl-24516 88 9 behavior behavior NOUN crl-24516 88 10 is be AUX crl-24516 88 11 an an DET crl-24516 88 12 infrequent infrequent ADJ crl-24516 88 13 choice choice NOUN crl-24516 88 14 , , PUNCT crl-24516 88 15 as as SCONJ crl-24516 88 16 is be AUX crl-24516 88 17 using use VERB crl-24516 88 18 ai ai VERB crl-24516 88 19 for for ADP crl-24516 88 20 organizational organizational ADJ crl-24516 88 21 decision decision NOUN crl-24516 88 22 making making NOUN crl-24516 88 23 . . PUNCT crl-24516 89 1 among among ADP crl-24516 89 2 innovators innovator NOUN crl-24516 89 3 , , PUNCT crl-24516 89 4 early early ADJ crl-24516 89 5 adopters adopter NOUN crl-24516 89 6 , , PUNCT crl-24516 89 7 and and CCONJ crl-24516 89 8 early early ADJ crl-24516 89 9 majority majority NOUN crl-24516 89 10 , , PUNCT crl-24516 89 11 the the DET crl-24516 89 12 frequencies frequency NOUN crl-24516 89 13 follow follow VERB crl-24516 89 14 the the DET crl-24516 89 15 exact exact ADJ crl-24516 89 16 distribution distribution NOUN crl-24516 89 17 frequency frequency NOUN crl-24516 89 18 of of ADP crl-24516 89 19 the the DET crl-24516 89 20 total total ADJ crl-24516 89 21 survey survey NOUN crl-24516 89 22 population population NOUN crl-24516 89 23 . . PUNCT crl-24516 90 1 for for ADP crl-24516 90 2 laggards laggard NOUN crl-24516 90 3 and and CCONJ crl-24516 90 4 late late ADJ crl-24516 90 5 majority majority NOUN crl-24516 90 6 , , PUNCT crl-24516 90 7 reference reference NOUN crl-24516 90 8 services service NOUN crl-24516 90 9 and and CCONJ crl-24516 90 10 recommending recommend VERB crl-24516 90 11 materials material NOUN crl-24516 90 12 are be AUX crl-24516 90 13 the the DET crl-24516 90 14 second second ADJ crl-24516 90 15 and and CCONJ crl-24516 90 16 third third ADJ crl-24516 90 17 most most ADV crl-24516 90 18 common common ADJ crl-24516 90 19 selections selection NOUN crl-24516 90 20 after after ADP crl-24516 90 21 library library NOUN crl-24516 90 22 search search NOUN crl-24516 90 23 . . PUNCT crl-24516 91 1 shown show VERB crl-24516 91 2 in in ADP crl-24516 91 3 table table NOUN crl-24516 91 4 3 3 NUM crl-24516 91 5 is be AUX crl-24516 91 6 the the DET crl-24516 91 7 spearman spearman NOUN crl-24516 91 8 correlation correlation NOUN crl-24516 91 9 matrix matrix NOUN crl-24516 91 10 for for ADP crl-24516 91 11 the the DET crl-24516 91 12 variables variable NOUN crl-24516 91 13 included include VERB crl-24516 91 14 in in ADP crl-24516 91 15 this this DET crl-24516 91 16 study study NOUN crl-24516 91 17 . . PUNCT crl-24516 92 1 strength strength NOUN crl-24516 92 2 of of ADP crl-24516 92 3 correlations correlation NOUN crl-24516 92 4 may may AUX crl-24516 92 5 be be AUX crl-24516 92 6 interpreted interpret VERB crl-24516 92 7 based base VERB crl-24516 92 8 on on ADP crl-24516 92 9 the the DET crl-24516 92 10 guidelines guideline NOUN crl-24516 92 11 of of ADP crl-24516 92 12 quinnipiac quinnipiac PROPN crl-24516 92 13 university university NOUN crl-24516 92 14 : : PUNCT crl-24516 92 15 figure figure NOUN crl-24516 92 16 1 1 NUM crl-24516 92 17 respondents respondent NOUN crl-24516 92 18 concern concern NOUN crl-24516 92 19 regarding regard VERB crl-24516 92 20 ai ai NOUN crl-24516 92 21 and and CCONJ crl-24516 92 22 related relate VERB crl-24516 92 23 technological technological ADJ crl-24516 92 24 developments development NOUN crl-24516 92 25 872 872 NUM crl-24516 92 26 college college PROPN crl-24516 92 27 & & CCONJ crl-24516 92 28 research research PROPN crl-24516 92 29 libraries library NOUN crl-24516 92 30 july july PROPN crl-24516 92 31 2020 2020 NUM crl-24516 92 32 0.1–0.2 0.1–0.2 NUM crl-24516 93 1 = = PUNCT crl-24516 93 2 weak weak ADJ crl-24516 93 3 correlation correlation NOUN crl-24516 93 4 , , PUNCT crl-24516 93 5 0.2–0.3 0.2–0.3 NUM crl-24516 93 6 = = X crl-24516 93 7 moderate moderate ADJ crl-24516 93 8 correlation correlation NOUN crl-24516 93 9 , , PUNCT crl-24516 93 10 0.3–0.6 0.3–0.6 PUNCT crl-24516 93 11 = = X crl-24516 93 12 strong strong ADJ crl-24516 93 13 correlation correlation NOUN crl-24516 93 14 , , PUNCT crl-24516 93 15 0.6 0.6 NUM crl-24516 93 16 and and CCONJ crl-24516 93 17 greater great ADJ crl-24516 93 18 = = PUNCT crl-24516 93 19 very very ADV crl-24516 93 20 strong strong ADJ crl-24516 93 21 correlation.42 correlation.42 NOUN crl-24516 93 22 for for ADP crl-24516 93 23 most most ADJ crl-24516 93 24 variables variable NOUN crl-24516 93 25 in in ADP crl-24516 93 26 the the DET crl-24516 93 27 study study NOUN crl-24516 93 28 , , PUNCT crl-24516 93 29 being be AUX crl-24516 93 30 ordinal ordinal ADJ crl-24516 93 31 type type NOUN crl-24516 93 32 data datum NOUN crl-24516 93 33 , , PUNCT crl-24516 93 34 dummy dummy ADJ crl-24516 93 35 variables variable NOUN crl-24516 93 36 were be AUX crl-24516 93 37 used use VERB crl-24516 93 38 ( ( PUNCT crl-24516 93 39 example example NOUN crl-24516 93 40 : : PUNCT crl-24516 93 41 no no DET crl-24516 93 42 = = NOUN crl-24516 93 43 0 0 NUM crl-24516 93 44 , , PUNCT crl-24516 93 45 yes yes INTJ crl-24516 93 46 = = NOUN crl-24516 93 47 1 1 NUM crl-24516 93 48 ) ) PUNCT crl-24516 93 49 . . PUNCT crl-24516 94 1 for for ADP crl-24516 94 2 instance instance NOUN crl-24516 94 3 , , PUNCT crl-24516 94 4 for for ADP crl-24516 94 5 adopter adopter ADJ crl-24516 94 6 category category NOUN crl-24516 94 7 , , PUNCT crl-24516 94 8 the the DET crl-24516 94 9 dummy dummy ADJ crl-24516 94 10 variable variable NOUN crl-24516 94 11 is be AUX crl-24516 94 12 whether whether SCONJ crl-24516 94 13 an an DET crl-24516 94 14 individual individual NOUN crl-24516 94 15 is be AUX crl-24516 94 16 an an DET crl-24516 94 17 “ " PUNCT crl-24516 94 18 innovator innovator NOUN crl-24516 94 19 / / SYM crl-24516 94 20 early early ADJ crl-24516 94 21 adopter adopter NOUN crl-24516 94 22 ” " PUNCT crl-24516 94 23 ( ( PUNCT crl-24516 94 24 1 1 NUM crl-24516 94 25 ) ) PUNCT crl-24516 94 26 or or CCONJ crl-24516 94 27 “ " PUNCT crl-24516 94 28 other other ADJ crl-24516 94 29 ” " PUNCT crl-24516 94 30 ( ( PUNCT crl-24516 94 31 0 0 NUM crl-24516 94 32 ) ) PUNCT crl-24516 94 33 . . PUNCT crl-24516 95 1 many many ADJ crl-24516 95 2 of of ADP crl-24516 95 3 the the DET crl-24516 95 4 variables variable NOUN crl-24516 95 5 have have VERB crl-24516 95 6 no no DET crl-24516 95 7 statistically statistically ADV crl-24516 95 8 significant significant ADJ crl-24516 95 9 relationship relationship NOUN crl-24516 95 10 with with ADP crl-24516 95 11 one one NUM crl-24516 95 12 another another DET crl-24516 95 13 ( ( PUNCT crl-24516 95 14 statistical statistical ADJ crl-24516 95 15 significance significance NOUN crl-24516 95 16 is be AUX crl-24516 95 17 indicated indicate VERB crl-24516 95 18 with with ADP crl-24516 95 19 an an DET crl-24516 95 20 asterisk asterisk NOUN crl-24516 95 21 next next ADV crl-24516 95 22 to to ADP crl-24516 95 23 the the DET crl-24516 95 24 value value NOUN crl-24516 95 25 ) ) PUNCT crl-24516 95 26 . . PUNCT crl-24516 96 1 those those DET crl-24516 96 2 variables variable NOUN crl-24516 96 3 that that PRON crl-24516 96 4 do do AUX crl-24516 96 5 have have VERB crl-24516 96 6 a a DET crl-24516 96 7 statistically statistically ADV crl-24516 96 8 significant significant ADJ crl-24516 96 9 relationship relationship NOUN crl-24516 96 10 include include VERB crl-24516 96 11 adopter adopter ADJ crl-24516 96 12 category category NOUN crl-24516 96 13 and and CCONJ crl-24516 96 14 how how SCONJ crl-24516 96 15 many many ADJ crl-24516 96 16 hours hour NOUN crl-24516 96 17 per per ADP crl-24516 96 18 week week NOUN crl-24516 96 19 scholarly scholarly ADJ crl-24516 96 20 literature literature NOUN crl-24516 96 21 is be AUX crl-24516 96 22 read read VERB crl-24516 96 23 ( ( PUNCT crl-24516 96 24 innovator innovator NOUN crl-24516 96 25 / / SYM crl-24516 96 26 early early ADJ crl-24516 96 27 adopter adopter ADJ crl-24516 96 28 group group NOUN crl-24516 96 29 reads read VERB crl-24516 96 30 more more ADV crl-24516 96 31 scholarly scholarly ADJ crl-24516 96 32 literature literature NOUN crl-24516 96 33 ) ) PUNCT crl-24516 96 34 , , PUNCT crl-24516 96 35 optimism optimism NOUN crl-24516 96 36 toward toward ADP crl-24516 96 37 ai ai PROPN crl-24516 96 38 ( ( PUNCT crl-24516 96 39 innovator innovator NOUN crl-24516 96 40 / / SYM crl-24516 96 41 early early ADJ crl-24516 96 42 adopter adopter ADJ crl-24516 96 43 group group NOUN crl-24516 96 44 is be AUX crl-24516 96 45 more more ADV crl-24516 96 46 optimistic optimistic ADJ crl-24516 96 47 ) ) PUNCT crl-24516 96 48 , , PUNCT crl-24516 96 49 knowledge knowledge NOUN crl-24516 96 50 of of ADP crl-24516 96 51 ai ai PROPN crl-24516 96 52 and and CCONJ crl-24516 96 53 fear fear NOUN crl-24516 96 54 of of ADP crl-24516 96 55 job job NOUN crl-24516 96 56 loss loss NOUN crl-24516 96 57 from from ADP crl-24516 96 58 ai ai PROPN crl-24516 96 59 . . PUNCT crl-24516 97 1 a a DET crl-24516 97 2 very very ADV crl-24516 97 3 strong strong ADJ crl-24516 97 4 relationship relationship NOUN crl-24516 97 5 exists exist VERB crl-24516 97 6 between between ADP crl-24516 97 7 the the DET crl-24516 97 8 variables variable NOUN crl-24516 97 9 of of ADP crl-24516 97 10 optimism optimism NOUN crl-24516 97 11 toward toward ADP crl-24516 97 12 ai ai PROPN crl-24516 97 13 and and CCONJ crl-24516 97 14 knowledge knowledge NOUN crl-24516 97 15 of of ADP crl-24516 97 16 ai ai PROPN crl-24516 97 17 ( ( PUNCT crl-24516 97 18 those those PRON crl-24516 97 19 whose whose DET crl-24516 97 20 self self NOUN crl-24516 97 21 - - PUNCT crl-24516 97 22 efficacy efficacy NOUN crl-24516 97 23 related relate VERB crl-24516 97 24 to to AUX crl-24516 97 25 ai ai VERB crl-24516 97 26 technology technology NOUN crl-24516 97 27 is be AUX crl-24516 97 28 high high ADJ crl-24516 97 29 are be AUX crl-24516 97 30 also also ADV crl-24516 97 31 more more ADV crl-24516 97 32 optimistic optimistic ADJ crl-24516 97 33 regarding regard VERB crl-24516 97 34 the the DET crl-24516 97 35 potential potential ADJ crl-24516 97 36 uses use NOUN crl-24516 97 37 for for ADP crl-24516 97 38 the the DET crl-24516 97 39 technology technology NOUN crl-24516 97 40 ) ) PUNCT crl-24516 97 41 . . PUNCT crl-24516 98 1 strong strong ADJ crl-24516 98 2 relationships relationship NOUN crl-24516 98 3 exist exist VERB crl-24516 98 4 between between ADP crl-24516 98 5 the the DET crl-24516 98 6 belief belief NOUN crl-24516 98 7 that that SCONJ crl-24516 98 8 ai ai VERB crl-24516 98 9 will will AUX crl-24516 98 10 improve improve VERB crl-24516 98 11 lives life NOUN crl-24516 98 12 , , PUNCT crl-24516 98 13 the the DET crl-24516 98 14 belief belief NOUN crl-24516 98 15 that that SCONJ crl-24516 98 16 ai ai AUX crl-24516 98 17 presents present VERB crl-24516 98 18 privacy privacy NOUN crl-24516 98 19 concerns concern NOUN crl-24516 98 20 , , PUNCT crl-24516 98 21 and and CCONJ crl-24516 98 22 the the DET crl-24516 98 23 belief belief NOUN crl-24516 98 24 that that SCONJ crl-24516 98 25 growth growth NOUN crl-24516 98 26 in in ADP crl-24516 98 27 fake fake ADJ crl-24516 98 28 news news NOUN crl-24516 98 29 is be AUX crl-24516 98 30 tied tie VERB crl-24516 98 31 to to ADP crl-24516 98 32 the the DET crl-24516 98 33 emergence emergence NOUN crl-24516 98 34 of of ADP crl-24516 98 35 computer computer NOUN crl-24516 98 36 / / SYM crl-24516 98 37 internet internet NOUN crl-24516 98 38 companies company NOUN crl-24516 98 39 and and CCONJ crl-24516 98 40 social social ADJ crl-24516 98 41 media medium NOUN crl-24516 98 42 . . PUNCT crl-24516 99 1 displayed display VERB crl-24516 99 2 in in ADP crl-24516 99 3 table table NOUN crl-24516 99 4 4 4 NUM crl-24516 99 5 is be AUX crl-24516 99 6 a a DET crl-24516 99 7 linear linear ADJ crl-24516 99 8 regression regression NOUN crl-24516 99 9 model model NOUN crl-24516 99 10 based base VERB crl-24516 99 11 on on ADP crl-24516 99 12 the the DET crl-24516 99 13 dependent dependent ADJ crl-24516 99 14 variable variable NOUN crl-24516 99 15 of of ADP crl-24516 99 16 adopter adopter ADJ crl-24516 99 17 category category NOUN crl-24516 99 18 ( ( PUNCT crl-24516 99 19 “ " PUNCT crl-24516 99 20 innovator innovator NOUN crl-24516 99 21 / / SYM crl-24516 99 22 early early ADJ crl-24516 99 23 adopter adopter NOUN crl-24516 99 24 ” " PUNCT crl-24516 99 25 1 1 NUM crl-24516 99 26 , , PUNCT crl-24516 99 27 “ " PUNCT crl-24516 99 28 other other ADJ crl-24516 99 29 ” " PUNCT crl-24516 99 30 0 0 NUM crl-24516 99 31 ) ) PUNCT crl-24516 99 32 and and CCONJ crl-24516 99 33 the the DET crl-24516 99 34 explanatory explanatory ADJ crl-24516 99 35 variables variable NOUN crl-24516 99 36 being be AUX crl-24516 99 37 those those PRON crl-24516 99 38 shown show VERB crl-24516 99 39 in in ADP crl-24516 99 40 the the DET crl-24516 99 41 correlation correlation NOUN crl-24516 99 42 matrix matrix NOUN crl-24516 99 43 of of ADP crl-24516 99 44 table table NOUN crl-24516 99 45 5 5 NUM crl-24516 99 46 . . PUNCT crl-24516 100 1 the the DET crl-24516 100 2 resulting result VERB crl-24516 100 3 model model NOUN crl-24516 100 4 has have VERB crl-24516 100 5 a a DET crl-24516 100 6 r r NOUN crl-24516 100 7 - - PUNCT crl-24516 100 8 squared square VERB crl-24516 100 9 value value NOUN crl-24516 100 10 figure figure NOUN crl-24516 100 11 2 2 NUM crl-24516 100 12 library library NOUN crl-24516 100 13 roles role NOUN crl-24516 100 14 where where SCONJ crl-24516 100 15 librarians librarian NOUN crl-24516 100 16 would would AUX crl-24516 100 17 like like VERB crl-24516 100 18 to to PART crl-24516 100 19 see see VERB crl-24516 100 20 ai ai AUX crl-24516 100 21 introduced introduce VERB crl-24516 100 22 perceptions perception NOUN crl-24516 100 23 toward toward ADP crl-24516 100 24 artificial artificial ADJ crl-24516 100 25 intelligence intelligence NOUN crl-24516 100 26 873 873 NUM crl-24516 100 27 of of ADP crl-24516 100 28 .720 .720 NUM crl-24516 100 29 ( ( PUNCT crl-24516 100 30 72 72 NUM crl-24516 100 31 % % NOUN crl-24516 100 32 of of ADP crl-24516 100 33 variance variance NOUN crl-24516 100 34 in in ADP crl-24516 100 35 adopter adopter ADJ crl-24516 100 36 category category NOUN crl-24516 100 37 is be AUX crl-24516 100 38 addressed address VERB crl-24516 100 39 by by ADP crl-24516 100 40 the the DET crl-24516 100 41 explanatory explanatory ADJ crl-24516 100 42 variables variable NOUN crl-24516 100 43 ) ) PUNCT crl-24516 100 44 , , PUNCT crl-24516 100 45 a a DET crl-24516 100 46 fratio fratio NOUN crl-24516 100 47 of of ADP crl-24516 100 48 23 23 NUM crl-24516 100 49 and and CCONJ crl-24516 100 50 p p NOUN crl-24516 100 51 < < X crl-24516 100 52 .001 .001 NUM crl-24516 100 53 . . PUNCT crl-24516 101 1 two two NUM crl-24516 101 2 of of ADP crl-24516 101 3 the the DET crl-24516 101 4 explanatory explanatory ADJ crl-24516 101 5 variables variable NOUN crl-24516 101 6 were be AUX crl-24516 101 7 not not PART crl-24516 101 8 significant significant ADJ crl-24516 101 9 factors factor NOUN crl-24516 101 10 in in ADP crl-24516 101 11 the the DET crl-24516 101 12 model model NOUN crl-24516 101 13 : : PUNCT crl-24516 101 14 privacy privacy NOUN crl-24516 101 15 concern concern NOUN crl-24516 101 16 about about ADP crl-24516 101 17 ai ai NOUN crl-24516 101 18 and and CCONJ crl-24516 101 19 belief belief NOUN crl-24516 101 20 that that SCONJ crl-24516 101 21 the the DET crl-24516 101 22 growth growth NOUN crl-24516 101 23 of of ADP crl-24516 101 24 fake fake ADJ crl-24516 101 25 news news NOUN crl-24516 101 26 is be AUX crl-24516 101 27 tied tie VERB crl-24516 101 28 to to ADP crl-24516 101 29 the the DET crl-24516 101 30 emergence emergence NOUN crl-24516 101 31 of of ADP crl-24516 101 32 computer/ computer/ NUM crl-24516 101 33 internet internet NOUN crl-24516 101 34 companies company NOUN crl-24516 101 35 and and CCONJ crl-24516 101 36 social social ADJ crl-24516 101 37 media medium NOUN crl-24516 101 38 . . PUNCT crl-24516 102 1 in in ADP crl-24516 102 2 other other ADJ crl-24516 102 3 words word NOUN crl-24516 102 4 , , PUNCT crl-24516 102 5 privacy privacy NOUN crl-24516 102 6 concern concern NOUN crl-24516 102 7 about about ADP crl-24516 102 8 ai ai NOUN crl-24516 102 9 and and CCONJ crl-24516 102 10 belief belief NOUN crl-24516 102 11 that that SCONJ crl-24516 102 12 the the DET crl-24516 102 13 growth growth NOUN crl-24516 102 14 fake fake ADJ crl-24516 102 15 news news NOUN crl-24516 102 16 is be AUX crl-24516 102 17 tied tie VERB crl-24516 102 18 to to ADP crl-24516 102 19 the the DET crl-24516 102 20 emergence emergence NOUN crl-24516 102 21 of of ADP crl-24516 102 22 computer computer NOUN crl-24516 102 23 / / SYM crl-24516 102 24 internet internet NOUN crl-24516 102 25 companies company NOUN crl-24516 102 26 and and CCONJ crl-24516 102 27 social social ADJ crl-24516 102 28 media medium NOUN crl-24516 102 29 are be AUX crl-24516 102 30 not not PART crl-24516 102 31 found find VERB crl-24516 102 32 to to ADP crl-24516 102 33 factors factor NOUN crl-24516 102 34 that that PRON crl-24516 102 35 help help VERB crl-24516 102 36 predict predict VERB crl-24516 102 37 the the DET crl-24516 102 38 adopter adopter ADJ crl-24516 102 39 category category NOUN crl-24516 102 40 of of ADP crl-24516 102 41 an an DET crl-24516 102 42 individual individual NOUN crl-24516 102 43 . . PUNCT crl-24516 103 1 this this DET crl-24516 103 2 finding finding NOUN crl-24516 103 3 is be AUX crl-24516 103 4 interesting interesting ADJ crl-24516 103 5 in in ADP crl-24516 103 6 light light NOUN crl-24516 103 7 of of ADP crl-24516 103 8 the the DET crl-24516 103 9 correlation correlation NOUN crl-24516 103 10 matrix matrix NOUN crl-24516 103 11 , , PUNCT crl-24516 103 12 where where SCONJ crl-24516 103 13 these these DET crl-24516 103 14 two two NUM crl-24516 103 15 variables variable NOUN crl-24516 103 16 were be AUX crl-24516 103 17 found find VERB crl-24516 103 18 to to PART crl-24516 103 19 have have VERB crl-24516 103 20 a a DET crl-24516 103 21 strong strong ADJ crl-24516 103 22 correlation correlation NOUN crl-24516 103 23 with with ADP crl-24516 103 24 the the DET crl-24516 103 25 belief belief NOUN crl-24516 103 26 that that SCONJ crl-24516 103 27 ai ai VERB crl-24516 103 28 will will AUX crl-24516 103 29 improve improve VERB crl-24516 103 30 lives life NOUN crl-24516 103 31 . . PUNCT crl-24516 104 1 however however ADV crl-24516 104 2 , , PUNCT crl-24516 104 3 as as SCONJ crl-24516 104 4 indicated indicate VERB crl-24516 104 5 in in ADP crl-24516 104 6 figure figure NOUN crl-24516 104 7 1 1 NUM crl-24516 104 8 , , PUNCT crl-24516 104 9 roughly roughly ADV crl-24516 104 10 95 95 NUM crl-24516 104 11 percent percent NOUN crl-24516 104 12 of of ADP crl-24516 104 13 respondents respondent NOUN crl-24516 104 14 responded respond VERB crl-24516 104 15 that that SCONJ crl-24516 104 16 they they PRON crl-24516 104 17 believe believe VERB crl-24516 104 18 ai ai VERB crl-24516 104 19 will will AUX crl-24516 104 20 improve improve VERB crl-24516 104 21 lives life NOUN crl-24516 104 22 , , PUNCT crl-24516 104 23 while while SCONJ crl-24516 104 24 80 80 NUM crl-24516 104 25 percent percent NOUN crl-24516 104 26 and and CCONJ crl-24516 104 27 70 70 NUM crl-24516 104 28 percent percent NOUN crl-24516 104 29 responded respond VERB crl-24516 104 30 that that SCONJ crl-24516 104 31 they they PRON crl-24516 104 32 believed believe VERB crl-24516 104 33 in in ADP crl-24516 104 34 the the DET crl-24516 104 35 connection connection NOUN crl-24516 104 36 between between ADP crl-24516 104 37 internet internet NOUN crl-24516 104 38 companies company NOUN crl-24516 104 39 and and CCONJ crl-24516 104 40 fake fake ADJ crl-24516 104 41 news news NOUN crl-24516 104 42 and and CCONJ crl-24516 104 43 that that SCONJ crl-24516 104 44 they they PRON crl-24516 104 45 had have VERB crl-24516 104 46 privacy privacy NOUN crl-24516 104 47 concerns concern NOUN crl-24516 104 48 , , PUNCT crl-24516 104 49 respectively respectively ADV crl-24516 104 50 . . PUNCT crl-24516 105 1 this this PRON crl-24516 105 2 suggests suggest VERB crl-24516 105 3 that that SCONJ crl-24516 105 4 these these DET crl-24516 105 5 beliefs belief NOUN crl-24516 105 6 are be AUX crl-24516 105 7 shared share VERB crl-24516 105 8 among among ADP crl-24516 105 9 a a DET crl-24516 105 10 majority majority NOUN crl-24516 105 11 of of ADP crl-24516 105 12 all all DET crl-24516 105 13 respondents respondent NOUN crl-24516 105 14 , , PUNCT crl-24516 105 15 independent independent ADJ crl-24516 105 16 of of ADP crl-24516 105 17 adopter adopter ADJ crl-24516 105 18 category category NOUN crl-24516 105 19 . . PUNCT crl-24516 106 1 two two NUM crl-24516 106 2 variables variable NOUN crl-24516 106 3 , , PUNCT crl-24516 106 4 in in ADP crl-24516 106 5 particular particular ADJ crl-24516 106 6 , , PUNCT crl-24516 106 7 have have VERB crl-24516 106 8 a a DET crl-24516 106 9 very very ADV crl-24516 106 10 high high ADJ crl-24516 106 11 level level NOUN crl-24516 106 12 of of ADP crl-24516 106 13 predictive predictive ADJ crl-24516 106 14 ability ability NOUN crl-24516 106 15 : : PUNCT crl-24516 106 16 optimism optimism NOUN crl-24516 106 17 about about ADP crl-24516 106 18 ai ai PROPN crl-24516 106 19 and and CCONJ crl-24516 106 20 perceived perceive VERB crl-24516 106 21 knowledge knowledge NOUN crl-24516 106 22 of of ADP crl-24516 106 23 ai ai PROPN crl-24516 106 24 . . PUNCT crl-24516 107 1 recall recall PROPN crl-24516 107 2 from from ADP crl-24516 107 3 the the DET crl-24516 107 4 correlation correlation NOUN crl-24516 107 5 matrix matrix NOUN crl-24516 107 6 that that PRON crl-24516 107 7 these these DET crl-24516 107 8 variables variable NOUN crl-24516 107 9 have have VERB crl-24516 107 10 a a DET crl-24516 107 11 strong strong ADJ crl-24516 107 12 positive positive ADJ crl-24516 107 13 relationship relationship NOUN crl-24516 107 14 . . PUNCT crl-24516 108 1 when when SCONJ crl-24516 108 2 used use VERB crl-24516 108 3 as as ADP crl-24516 108 4 explanatory explanatory ADJ crl-24516 108 5 variables variable NOUN crl-24516 108 6 , , PUNCT crl-24516 108 7 with with ADP crl-24516 108 8 the the DET crl-24516 108 9 dependent dependent ADJ crl-24516 108 10 variable variable NOUN crl-24516 108 11 of of ADP crl-24516 108 12 adopter adopter ADJ crl-24516 108 13 category category NOUN crl-24516 108 14 — — PUNCT crl-24516 108 15 as as SCONJ crl-24516 108 16 shown show VERB crl-24516 108 17 in in ADP crl-24516 108 18 table table NOUN crl-24516 108 19 5 5 NUM crl-24516 108 20 — — PUNCT crl-24516 108 21 the the DET crl-24516 108 22 r r NOUN crl-24516 108 23 - - PUNCT crl-24516 108 24 squared square VERB crl-24516 108 25 value value NOUN crl-24516 108 26 is be AUX crl-24516 108 27 .604 .604 NUM crl-24516 108 28 with with ADP crl-24516 108 29 p p NOUN crl-24516 108 30 < < X crl-24516 108 31 .001 .001 NUM crl-24516 108 32 . . PUNCT crl-24516 109 1 due due ADP crl-24516 109 2 to to ADP crl-24516 109 3 the the DET crl-24516 109 4 close close ADJ crl-24516 109 5 relationship relationship NOUN crl-24516 109 6 between between ADP crl-24516 109 7 the the DET crl-24516 109 8 two two NUM crl-24516 109 9 explanatory explanatory ADJ crl-24516 109 10 variables variable NOUN crl-24516 109 11 , , PUNCT crl-24516 109 12 a a DET crl-24516 109 13 peculiar peculiar ADJ crl-24516 109 14 effect effect NOUN crl-24516 109 15 occurs occur VERB crl-24516 109 16 table table NOUN crl-24516 109 17 3 3 NUM crl-24516 109 18 spearman spearman NOUN crl-24516 109 19 correlation correlation NOUN crl-24516 109 20 matrix matrix NOUN crl-24516 109 21 variable variable ADJ crl-24516 109 22 adopter adopter NOUN crl-24516 109 23 category category NOUN crl-24516 109 24 read read VERB crl-24516 109 25 literature literature NOUN crl-24516 109 26 optimism optimism NOUN crl-24516 109 27 ai ai VERB crl-24516 109 28 knowledge knowledge PROPN crl-24516 109 29 ai ai VERB crl-24516 109 30 fear fear NOUN crl-24516 109 31 job job NOUN crl-24516 109 32 loss loss NOUN crl-24516 109 33 ai ai VERB crl-24516 109 34 privacy privacy NOUN crl-24516 109 35 concern concern NOUN crl-24516 109 36 ai ai AUX crl-24516 109 37 improve improve VERB crl-24516 109 38 life life NOUN crl-24516 109 39 fake fake ADJ crl-24516 109 40 news news NOUN crl-24516 109 41 sm sm VERB crl-24516 109 42 adopter adopter ADJ crl-24516 109 43 category category NOUN crl-24516 109 44 1 1 NUM crl-24516 109 45 .371 .371 NUM crl-24516 109 46 * * NOUN crl-24516 109 47 .333 .333 NUM crl-24516 109 48 * * NUM crl-24516 109 49 .333 .333 NUM crl-24516 109 50 * * NUM crl-24516 109 51 .353 .353 NUM crl-24516 109 52 * * SYM crl-24516 109 53 .043 .043 NUM crl-24516 109 54 .240 .240 NUM crl-24516 109 55 * * PUNCT crl-24516 109 56 – – PUNCT crl-24516 109 57 .034 .034 NUM crl-24516 109 58 read read VERB crl-24516 109 59 literature literature NOUN crl-24516 109 60 .371 .371 NUM crl-24516 109 61 * * PUNCT crl-24516 109 62 1 1 NUM crl-24516 109 63 – – SYM crl-24516 109 64 .024 .024 NUM crl-24516 109 65 – – SYM crl-24516 109 66 .016 .016 NUM crl-24516 109 67 – – SYM crl-24516 109 68 .246 .246 NUM crl-24516 109 69 * * PUNCT crl-24516 109 70 – – PUNCT crl-24516 109 71 .246 .246 NUM crl-24516 109 72 * * NUM crl-24516 109 73 – – PUNCT crl-24516 109 74 .191 .191 NUM crl-24516 109 75 – – SYM crl-24516 109 76 .159 .159 NUM crl-24516 109 77 optimism optimism NOUN crl-24516 109 78 ai ai VERB crl-24516 109 79 .333 .333 NUM crl-24516 109 80 * * NUM crl-24516 109 81 – – PUNCT crl-24516 109 82 .024 .024 NUM crl-24516 109 83 1 1 NUM crl-24516 109 84 .788 .788 NUM crl-24516 109 85 * * PUNCT crl-24516 109 86 – – PUNCT crl-24516 109 87 .072 .072 NUM crl-24516 109 88 * * NUM crl-24516 109 89 .422 .422 NUM crl-24516 109 90 * * NUM crl-24516 109 91 .049 .049 NUM crl-24516 109 92 .093 .093 NUM crl-24516 109 93 knowledge knowledge NOUN crl-24516 109 94 ai ai VERB crl-24516 109 95 .333 .333 NUM crl-24516 109 96 * * NUM crl-24516 109 97 – – PUNCT crl-24516 109 98 .016 .016 NUM crl-24516 109 99 .78 .78 NUM crl-24516 109 100 * * PUNCT crl-24516 109 101 1 1 NUM crl-24516 109 102 – – SYM crl-24516 109 103 .049 .049 NUM crl-24516 109 104 * * NUM crl-24516 109 105 .386 .386 NUM crl-24516 109 106 * * SYM crl-24516 109 107 .013 .013 NUM crl-24516 109 108 .099 .099 NUM crl-24516 109 109 fear fear NOUN crl-24516 109 110 job job NOUN crl-24516 109 111 loss loss NOUN crl-24516 109 112 ai ai VERB crl-24516 109 113 .353 .353 NUM crl-24516 109 114 * * PUNCT crl-24516 109 115 – – PUNCT crl-24516 109 116 .246 .246 NUM crl-24516 109 117 * * PUNCT crl-24516 109 118 – – PUNCT crl-24516 109 119 .072 .072 NUM crl-24516 109 120 – – SYM crl-24516 109 121 .049 .049 NUM crl-24516 109 122 1 1 NUM crl-24516 109 123 – – SYM crl-24516 109 124 .145 .145 NUM crl-24516 109 125 .006 .006 NUM crl-24516 109 126 – – PUNCT crl-24516 109 127 .123 .123 NUM crl-24516 109 128 privacy privacy NOUN crl-24516 109 129 concern concern NOUN crl-24516 109 130 .043 .043 NUM crl-24516 109 131 – – PUNCT crl-24516 109 132 .246 .246 NUM crl-24516 109 133 * * PUNCT crl-24516 109 134 .422 .422 NUM crl-24516 109 135 * * NUM crl-24516 109 136 .386 .386 NUM crl-24516 109 137 * * PUNCT crl-24516 109 138 – – PUNCT crl-24516 109 139 .145 .145 NUM crl-24516 109 140 1 1 NUM crl-24516 109 141 .523 .523 NUM crl-24516 109 142 * * PUNCT crl-24516 109 143 .561 .561 NUM crl-24516 109 144 * * NOUN crl-24516 109 145 ai ai AUX crl-24516 109 146 improve improve VERB crl-24516 109 147 life life NOUN crl-24516 109 148 .240 .240 NUM crl-24516 109 149 * * PUNCT crl-24516 109 150 – – PUNCT crl-24516 109 151 .191 .191 NUM crl-24516 109 152 .049 .049 NUM crl-24516 109 153 .013 .013 NUM crl-24516 109 154 – – PUNCT crl-24516 109 155 .006 .006 NUM crl-24516 109 156 .523 .523 NUM crl-24516 109 157 * * PUNCT crl-24516 110 1 1 1 NUM crl-24516 110 2 .653 .653 NUM crl-24516 110 3 * * NOUN crl-24516 110 4 fake fake ADJ crl-24516 110 5 news news NOUN crl-24516 110 6 sm sm PROPN crl-24516 110 7 – – PUNCT crl-24516 110 8 .034 .034 NUM crl-24516 110 9 – – SYM crl-24516 110 10 .159 .159 NUM crl-24516 110 11 .093 .093 NUM crl-24516 110 12 .099 .099 NUM crl-24516 110 13 – – SYM crl-24516 110 14 .123 .123 NUM crl-24516 110 15 .561 .561 NUM crl-24516 110 16 * * PUNCT crl-24516 110 17 .653 .653 NUM crl-24516 110 18 * * NUM crl-24516 110 19 1 1 NUM crl-24516 110 20 * * PUNCT crl-24516 110 21 statistically statistically ADV crl-24516 110 22 significant significant ADJ crl-24516 110 23 at at ADP crl-24516 110 24 p p NOUN crl-24516 110 25 < < X crl-24516 110 26 0.05 0.05 NUM crl-24516 110 27 . . PUNCT crl-24516 111 1 874 874 NUM crl-24516 111 2 college college PROPN crl-24516 111 3 & & CCONJ crl-24516 111 4 research research PROPN crl-24516 111 5 libraries library NOUN crl-24516 111 6 july july PROPN crl-24516 111 7 2020 2020 NUM crl-24516 111 8 among among ADP crl-24516 111 9 the the DET crl-24516 111 10 betas beta NOUN crl-24516 111 11 , , PUNCT crl-24516 111 12 with with ADP crl-24516 111 13 optimism optimism NOUN crl-24516 111 14 about about ADP crl-24516 111 15 ai ai AUX crl-24516 111 16 taking take VERB crl-24516 111 17 a a DET crl-24516 111 18 negative negative ADJ crl-24516 111 19 coefficient coefficient NOUN crl-24516 111 20 and and CCONJ crl-24516 111 21 knowledge knowledge NOUN crl-24516 111 22 about about ADP crl-24516 111 23 ai ai AUX crl-24516 111 24 taking take VERB crl-24516 111 25 a a DET crl-24516 111 26 positive positive ADJ crl-24516 111 27 coefficient coefficient NOUN crl-24516 111 28 . . PUNCT crl-24516 112 1 since since SCONJ crl-24516 112 2 perceived perceive VERB crl-24516 112 3 knowledge knowledge NOUN crl-24516 112 4 of of ADP crl-24516 112 5 ai ai PROPN crl-24516 112 6 is be AUX crl-24516 112 7 generally generally ADV crl-24516 112 8 slightly slightly ADV crl-24516 112 9 smaller small ADJ crl-24516 112 10 than than ADP crl-24516 112 11 optimism optimism NOUN crl-24516 112 12 toward toward ADP crl-24516 112 13 ai ai PROPN crl-24516 112 14 — — PUNCT crl-24516 112 15 as as SCONJ crl-24516 112 16 shown show VERB crl-24516 112 17 in in ADP crl-24516 112 18 table table NOUN crl-24516 112 19 2 2 NUM crl-24516 112 20 — — PUNCT crl-24516 112 21 these these DET crl-24516 112 22 betas beta NOUN crl-24516 112 23 nearly nearly ADV crl-24516 112 24 cancel cancel VERB crl-24516 112 25 out out ADP crl-24516 112 26 for for ADP crl-24516 112 27 the the DET crl-24516 112 28 standard standard ADJ crl-24516 112 29 respondent respondent NOUN crl-24516 112 30 ; ; PUNCT crl-24516 112 31 however however ADV crl-24516 112 32 , , PUNCT crl-24516 112 33 since since SCONJ crl-24516 112 34 the the DET crl-24516 112 35 constant constant NOUN crl-24516 112 36 is be AUX crl-24516 112 37 .515 .515 NUM crl-24516 112 38 , , PUNCT crl-24516 112 39 only only ADV crl-24516 112 40 a a DET crl-24516 112 41 very very ADV crl-24516 112 42 small small ADJ crl-24516 112 43 difference difference NOUN crl-24516 112 44 ( ( PUNCT crl-24516 112 45 – – PUNCT crl-24516 112 46 .016 .016 NUM crl-24516 112 47 ) ) PUNCT crl-24516 112 48 is be AUX crl-24516 112 49 needed need VERB crl-24516 112 50 to to PART crl-24516 112 51 make make VERB crl-24516 112 52 the the DET crl-24516 112 53 difference difference NOUN crl-24516 112 54 between between ADP crl-24516 112 55 the the DET crl-24516 112 56 “ " PUNCT crl-24516 112 57 innovator innovator NOUN crl-24516 112 58 / / SYM crl-24516 112 59 early early ADJ crl-24516 112 60 adopter adopter NOUN crl-24516 112 61 ” " PUNCT crl-24516 112 62 and and CCONJ crl-24516 112 63 “ " PUNCT crl-24516 112 64 other other ADJ crl-24516 112 65 ” " PUNCT crl-24516 112 66 categories category NOUN crl-24516 112 67 . . PUNCT crl-24516 113 1 this this PRON crl-24516 113 2 indicates indicate VERB crl-24516 113 3 that that SCONJ crl-24516 113 4 perceived perceive VERB crl-24516 113 5 knowledge knowledge NOUN crl-24516 113 6 and and CCONJ crl-24516 113 7 optimism optimism NOUN crl-24516 113 8 about about ADP crl-24516 113 9 emerging emerge VERB crl-24516 113 10 technology technology NOUN crl-24516 113 11 is be AUX crl-24516 113 12 highly highly ADV crl-24516 113 13 related related ADJ crl-24516 113 14 to to ADP crl-24516 113 15 perceived perceive VERB crl-24516 113 16 adopter adopter ADJ crl-24516 113 17 category category NOUN crl-24516 113 18 among among ADP crl-24516 113 19 library library NOUN crl-24516 113 20 employees employee NOUN crl-24516 113 21 . . PUNCT crl-24516 114 1 discussion discussion NOUN crl-24516 114 2 theoretical theoretical ADJ crl-24516 114 3 implications implication NOUN crl-24516 114 4 the the DET crl-24516 114 5 regression regression NOUN crl-24516 114 6 models model NOUN crl-24516 114 7 indicate indicate VERB crl-24516 114 8 that that SCONJ crl-24516 114 9 a a DET crl-24516 114 10 strong strong ADJ crl-24516 114 11 relationship relationship NOUN crl-24516 114 12 exists exist VERB crl-24516 114 13 between between ADP crl-24516 114 14 self self NOUN crl-24516 114 15 - - PUNCT crl-24516 114 16 perception perception NOUN crl-24516 114 17 of of ADP crl-24516 114 18 knowledge knowledge NOUN crl-24516 114 19 of of ADP crl-24516 114 20 ai ai PROPN crl-24516 114 21 , , PUNCT crl-24516 114 22 optimism optimism NOUN crl-24516 114 23 about about ADP crl-24516 114 24 ai ai NOUN crl-24516 114 25 , , PUNCT crl-24516 114 26 and and CCONJ crl-24516 114 27 adopter adopter ADJ crl-24516 114 28 category category NOUN crl-24516 114 29 . . PUNCT crl-24516 115 1 this this DET crl-24516 115 2 result result NOUN crl-24516 115 3 suggests suggest VERB crl-24516 115 4 that that SCONJ crl-24516 115 5 those those PRON crl-24516 115 6 who who PRON crl-24516 115 7 more more ADV crl-24516 115 8 readily readily ADV crl-24516 115 9 adopt adopt VERB crl-24516 115 10 an an DET crl-24516 115 11 emerging emerge VERB crl-24516 115 12 technology technology NOUN crl-24516 115 13 innovation innovation NOUN crl-24516 115 14 like like ADP crl-24516 115 15 ai ai AUX crl-24516 115 16 also also ADV crl-24516 115 17 tend tend VERB crl-24516 115 18 to to PART crl-24516 115 19 believe believe VERB crl-24516 115 20 that that DET crl-24516 115 21 table table NOUN crl-24516 115 22 4 4 NUM crl-24516 115 23 regression regression NOUN crl-24516 115 24 with with ADP crl-24516 115 25 all all DET crl-24516 115 26 variables variable NOUN crl-24516 115 27 ( ( PUNCT crl-24516 115 28 dependent dependent ADJ crl-24516 115 29 variable variable NOUN crl-24516 115 30 of of ADP crl-24516 115 31 adopter adopter ADJ crl-24516 115 32 category category NOUN crl-24516 115 33 ) ) PUNCT crl-24516 115 34 explanatory explanatory ADJ crl-24516 115 35 variable variable ADJ crl-24516 115 36 unstandardized unstandardized ADJ crl-24516 116 1 beta beta NOUN crl-24516 116 2 std std NOUN crl-24516 116 3 . . PUNCT crl-24516 116 4 error error NOUN crl-24516 116 5 standardized standardize VERB crl-24516 116 6 beta beta ADJ crl-24516 116 7 t t NOUN crl-24516 116 8 - - PUNCT crl-24516 116 9 ratio ratio NOUN crl-24516 116 10 p p NOUN crl-24516 116 11 - - PUNCT crl-24516 116 12 value value NOUN crl-24516 116 13 how how SCONJ crl-24516 116 14 often often ADV crl-24516 116 15 scholarly scholarly ADJ crl-24516 116 16 literature literature NOUN crl-24516 116 17 read read VERB crl-24516 116 18 .22 .22 NUM crl-24516 117 1 .04 .04 PROPN crl-24516 117 2 .354 .354 NUM crl-24516 117 3 3.4 3.4 NUM crl-24516 117 4 < < SYM crl-24516 117 5 .001 .001 NUM crl-24516 117 6 optimistic optimistic ADJ crl-24516 117 7 about about ADP crl-24516 117 8 ai ai PROPN crl-24516 117 9 – – PUNCT crl-24516 117 10 1.9 1.9 NUM crl-24516 117 11 .52 .52 NUM crl-24516 117 12 – – PUNCT crl-24516 117 13 9.86 9.86 NUM crl-24516 117 14 3.4 3.4 NUM crl-24516 117 15 < < SYM crl-24516 117 16 .001 .001 NUM crl-24516 117 17 knowledge knowledge NOUN crl-24516 117 18 of of ADP crl-24516 117 19 ai ai PROPN crl-24516 117 20 2.439 2.439 NUM crl-24516 117 21 .50 .50 NUM crl-24516 117 22 1.2 1.2 NUM crl-24516 117 23 4.9 4.9 NUM crl-24516 117 24 < < SYM crl-24516 117 25 .001 .001 NUM crl-24516 117 26 fear fear NOUN crl-24516 117 27 of of ADP crl-24516 117 28 job job NOUN crl-24516 117 29 loss loss NOUN crl-24516 117 30 to to ADP crl-24516 117 31 ai ai PROPN crl-24516 117 32 .482 .482 NUM crl-24516 117 33 .152 .152 NUM crl-24516 117 34 .33 .33 NUM crl-24516 117 35 3.18 3.18 NUM crl-24516 117 36 < < X crl-24516 117 37 .01 .01 NUM crl-24516 117 38 privacy privacy NOUN crl-24516 117 39 concern concern NOUN crl-24516 117 40 about about ADP crl-24516 117 41 ai ai PROPN crl-24516 117 42 .02 .02 NUM crl-24516 117 43 .127 .127 NUM crl-24516 117 44 .02 .02 NUM crl-24516 117 45 .161 .161 NUM crl-24516 118 1 .873 .873 NUM crl-24516 118 2 ai ai AUX crl-24516 118 3 improves improve VERB crl-24516 118 4 life life NOUN crl-24516 118 5 .494 .494 NUM crl-24516 118 6 .180 .180 NUM crl-24516 118 7 .357 .357 NUM crl-24516 118 8 2.746 2.746 NUM crl-24516 118 9 < < SYM crl-24516 118 10 .05 .05 NUM crl-24516 118 11 fake fake ADJ crl-24516 118 12 news news NOUN crl-24516 118 13 tied tie VERB crl-24516 118 14 to to ADP crl-24516 118 15 social social ADJ crl-24516 118 16 media medium NOUN crl-24516 118 17 – – PUNCT crl-24516 118 18 .257 .257 NUM crl-24516 118 19 .161 .161 NUM crl-24516 118 20 – – SYM crl-24516 118 21 .195 .195 NUM crl-24516 118 22 – – SYM crl-24516 118 23 1.601 1.601 NUM crl-24516 118 24 .112 .112 NUM crl-24516 118 25 constant constant ADJ crl-24516 118 26 – – PUNCT crl-24516 118 27 1.587 1.587 NUM crl-24516 118 28 r2 r2 NOUN crl-24516 118 29 .720 .720 NUM crl-24516 118 30 f f NOUN crl-24516 118 31 - - PUNCT crl-24516 118 32 ratio ratio NOUN crl-24516 118 33 22.78 22.78 NUM crl-24516 118 34 p p NOUN crl-24516 118 35 < < X crl-24516 119 1 .001 .001 NUM crl-24516 119 2 see see VERB crl-24516 119 3 .31 .31 NUM crl-24516 119 4 n n PROPN crl-24516 119 5 236 236 NUM crl-24516 119 6 table table NOUN crl-24516 119 7 5 5 NUM crl-24516 119 8 regression regression NOUN crl-24516 119 9 with with ADP crl-24516 119 10 variables variable NOUN crl-24516 119 11 of of ADP crl-24516 119 12 optimism optimism NOUN crl-24516 119 13 and and CCONJ crl-24516 119 14 knowledge knowledge NOUN crl-24516 119 15 of of ADP crl-24516 119 16 ai ai VERB crl-24516 119 17 only only ADV crl-24516 119 18 explanatory explanatory ADJ crl-24516 119 19 variable variable ADJ crl-24516 119 20 unstandardized unstandardized ADJ crl-24516 120 1 beta beta NOUN crl-24516 120 2 std std NOUN crl-24516 120 3 . . PUNCT crl-24516 120 4 error error NOUN crl-24516 120 5 standardized standardize VERB crl-24516 120 6 beta beta ADJ crl-24516 120 7 t t NOUN crl-24516 120 8 - - PUNCT crl-24516 120 9 ratio ratio NOUN crl-24516 120 10 p p NOUN crl-24516 120 11 - - PUNCT crl-24516 120 12 value value NOUN crl-24516 120 13 optimism optimism NOUN crl-24516 120 14 about about ADP crl-24516 120 15 ai ai PROPN crl-24516 120 16 – – PUNCT crl-24516 120 17 3.204 3.204 NUM crl-24516 120 18 .469 .469 NUM crl-24516 120 19 – – SYM crl-24516 120 20 1.671 1.671 NUM crl-24516 120 21 – – PUNCT crl-24516 120 22 6.834 6.834 NUM crl-24516 120 23 < < SYM crl-24516 120 24 .001 .001 NUM crl-24516 120 25 knowledge knowledge NOUN crl-24516 120 26 of of ADP crl-24516 120 27 ai ai PROPN crl-24516 120 28 3.565 3.565 NUM crl-24516 120 29 .498 .498 NUM crl-24516 120 30 1.752 1.752 NUM crl-24516 120 31 7.164 7.164 NUM crl-24516 120 32 < < SYM crl-24516 120 33 .001 .001 NUM crl-24516 120 34 constant constant ADJ crl-24516 120 35 .515 .515 NUM crl-24516 120 36 r2 r2 NOUN crl-24516 120 37 .604 .604 NUM crl-24516 121 1 f f X crl-24516 121 2 - - PUNCT crl-24516 121 3 ratio ratio NOUN crl-24516 121 4 25.903 25.903 NUM crl-24516 122 1 p p NOUN crl-24516 122 2 < < X crl-24516 122 3 .001 .001 NUM crl-24516 122 4 see see VERB crl-24516 122 5 .36 .36 NUM crl-24516 122 6 n n SYM crl-24516 122 7 236 236 NUM crl-24516 122 8 perceptions perception NOUN crl-24516 122 9 toward toward ADP crl-24516 122 10 artificial artificial ADJ crl-24516 122 11 intelligence intelligence NOUN crl-24516 122 12 875 875 NUM crl-24516 122 13 they they PRON crl-24516 122 14 have have VERB crl-24516 122 15 a a DET crl-24516 122 16 higher high ADJ crl-24516 122 17 knowledge knowledge NOUN crl-24516 122 18 of of ADP crl-24516 122 19 emerging emerge VERB crl-24516 122 20 technologies technology NOUN crl-24516 122 21 and and CCONJ crl-24516 122 22 a a DET crl-24516 122 23 more more ADV crl-24516 122 24 optimistic optimistic ADJ crl-24516 122 25 outlook outlook NOUN crl-24516 122 26 for for ADP crl-24516 122 27 these these DET crl-24516 122 28 technologies technology NOUN crl-24516 122 29 . . PUNCT crl-24516 123 1 this this DET crl-24516 123 2 finding finding NOUN crl-24516 123 3 may may AUX crl-24516 123 4 be be AUX crl-24516 123 5 a a DET crl-24516 123 6 bit bit NOUN crl-24516 123 7 obvious obvious ADJ crl-24516 123 8 ( ( PUNCT crl-24516 123 9 that that SCONJ crl-24516 123 10 early early ADJ crl-24516 123 11 adopters adopter NOUN crl-24516 123 12 would would AUX crl-24516 123 13 also also ADV crl-24516 123 14 perceive perceive VERB crl-24516 123 15 themselves themselves PRON crl-24516 123 16 as as ADP crl-24516 123 17 more more ADV crl-24516 123 18 knowledgeable knowledgeable ADJ crl-24516 123 19 and and CCONJ crl-24516 123 20 optimistic optimistic ADJ crl-24516 123 21 about about ADP crl-24516 123 22 what what PRON crl-24516 123 23 they they PRON crl-24516 123 24 adopt adopt VERB crl-24516 123 25 ) ) PUNCT crl-24516 123 26 , , PUNCT crl-24516 123 27 but but CCONJ crl-24516 123 28 it it PRON crl-24516 123 29 does do AUX crl-24516 123 30 provide provide VERB crl-24516 123 31 some some DET crl-24516 123 32 empirical empirical ADJ crl-24516 123 33 support support NOUN crl-24516 123 34 that that PRON crl-24516 123 35 adopter adopter ADJ crl-24516 123 36 category category NOUN crl-24516 123 37 affiliation affiliation NOUN crl-24516 123 38 is be AUX crl-24516 123 39 connected connect VERB crl-24516 123 40 to to ADP crl-24516 123 41 perception perception NOUN crl-24516 123 42 of of ADP crl-24516 123 43 self self NOUN crl-24516 123 44 . . PUNCT crl-24516 124 1 this this DET crl-24516 124 2 aligns align VERB crl-24516 124 3 with with ADP crl-24516 124 4 the the DET crl-24516 124 5 findings finding NOUN crl-24516 124 6 of of ADP crl-24516 124 7 researchers researcher NOUN crl-24516 124 8 like like ADP crl-24516 124 9 ellen ellen PROPN crl-24516 124 10 , , PUNCT crl-24516 124 11 bearden bearden ADJ crl-24516 124 12 , , PUNCT crl-24516 124 13 and and CCONJ crl-24516 124 14 sharma sharma PROPN crl-24516 124 15 , , PUNCT crl-24516 124 16 who who PRON crl-24516 124 17 connected connect VERB crl-24516 124 18 diffusion diffusion NOUN crl-24516 124 19 of of ADP crl-24516 124 20 innovations innovation NOUN crl-24516 124 21 research research VERB crl-24516 124 22 to to ADP crl-24516 124 23 the the DET crl-24516 124 24 self self NOUN crl-24516 124 25 - - PUNCT crl-24516 124 26 efficacy efficacy NOUN crl-24516 124 27 concepts concept NOUN crl-24516 124 28 of of ADP crl-24516 124 29 bandura.43 bandura.43 NOUN crl-24516 124 30 additionally additionally ADV crl-24516 124 31 , , PUNCT crl-24516 124 32 those those PRON crl-24516 124 33 who who PRON crl-24516 124 34 are be AUX crl-24516 124 35 innovators innovator NOUN crl-24516 124 36 , , PUNCT crl-24516 124 37 early early ADJ crl-24516 124 38 adopters adopter NOUN crl-24516 124 39 , , PUNCT crl-24516 124 40 and and CCONJ crl-24516 124 41 early early ADJ crl-24516 124 42 majority majority NOUN crl-24516 124 43 ( ( PUNCT crl-24516 124 44 top top ADJ crl-24516 124 45 half half NOUN crl-24516 124 46 of of ADP crl-24516 124 47 adopters adopter NOUN crl-24516 124 48 ) ) PUNCT crl-24516 124 49 read read VERB crl-24516 124 50 scholarly scholarly ADJ crl-24516 124 51 literature literature NOUN crl-24516 124 52 much much ADV crl-24516 124 53 more more ADV crl-24516 124 54 on on ADP crl-24516 124 55 average average ADJ crl-24516 124 56 than than ADP crl-24516 124 57 the the DET crl-24516 124 58 late late ADJ crl-24516 124 59 majority majority NOUN crl-24516 124 60 and and CCONJ crl-24516 124 61 laggards laggard NOUN crl-24516 124 62 ( ( PUNCT crl-24516 124 63 bottom bottom ADJ crl-24516 124 64 half half NOUN crl-24516 124 65 of of ADP crl-24516 124 66 adopters adopter NOUN crl-24516 124 67 ) ) PUNCT crl-24516 124 68 . . PUNCT crl-24516 125 1 this this PRON crl-24516 125 2 suggests suggest VERB crl-24516 125 3 psychological psychological ADJ crl-24516 125 4 and and CCONJ crl-24516 125 5 behavioral behavioral ADJ crl-24516 125 6 ( ( PUNCT crl-24516 125 7 including include VERB crl-24516 125 8 information information NOUN crl-24516 125 9 behavior behavior NOUN crl-24516 125 10 ) ) PUNCT crl-24516 125 11 differences difference NOUN crl-24516 125 12 exist exist VERB crl-24516 125 13 among among ADP crl-24516 125 14 earlier early ADJ crl-24516 125 15 adopters adopter NOUN crl-24516 125 16 and and CCONJ crl-24516 125 17 later late ADJ crl-24516 125 18 adopters adopter NOUN crl-24516 125 19 , , PUNCT crl-24516 125 20 which which PRON crl-24516 125 21 is be AUX crl-24516 125 22 not not PART crl-24516 125 23 altogether altogether ADV crl-24516 125 24 surprising surprising ADJ crl-24516 125 25 given give VERB crl-24516 125 26 prior prior ADJ crl-24516 125 27 research research NOUN crl-24516 125 28 by by ADP crl-24516 125 29 chatman chatman NOUN crl-24516 125 30 and and CCONJ crl-24516 125 31 others,44 others,44 PROPN crl-24516 125 32 but but CCONJ crl-24516 125 33 nonetheless nonetheless ADV crl-24516 125 34 is be AUX crl-24516 125 35 further further ADJ crl-24516 125 36 evidence evidence NOUN crl-24516 125 37 of of ADP crl-24516 125 38 the the DET crl-24516 125 39 phenomenon phenomenon NOUN crl-24516 125 40 . . PUNCT crl-24516 126 1 in in ADP crl-24516 126 2 general general ADJ crl-24516 126 3 , , PUNCT crl-24516 126 4 respondents respondent NOUN crl-24516 126 5 to to ADP crl-24516 126 6 this this DET crl-24516 126 7 study study NOUN crl-24516 126 8 held hold VERB crl-24516 126 9 an an DET crl-24516 126 10 optimistic optimistic ADJ crl-24516 126 11 outlook outlook NOUN crl-24516 126 12 toward toward ADP crl-24516 126 13 ai ai PROPN crl-24516 126 14 and and CCONJ crl-24516 126 15 its its PRON crl-24516 126 16 potential potential ADJ crl-24516 126 17 use use NOUN crl-24516 126 18 within within ADP crl-24516 126 19 libraries library NOUN crl-24516 126 20 . . PUNCT crl-24516 127 1 while while SCONJ crl-24516 127 2 there there PRON crl-24516 127 3 was be VERB crl-24516 127 4 a a DET crl-24516 127 5 concern concern NOUN crl-24516 127 6 by by ADP crl-24516 127 7 some some DET crl-24516 127 8 respondents respondent NOUN crl-24516 127 9 about about ADP crl-24516 127 10 ai ai AUX crl-24516 127 11 replacing replace VERB crl-24516 127 12 their their PRON crl-24516 127 13 job job NOUN crl-24516 127 14 roles role NOUN crl-24516 127 15 , , PUNCT crl-24516 127 16 this this PRON crl-24516 127 17 was be AUX crl-24516 127 18 a a DET crl-24516 127 19 minority minority NOUN crl-24516 127 20 perception perception NOUN crl-24516 127 21 . . PUNCT crl-24516 128 1 this this DET crl-24516 128 2 result result NOUN crl-24516 128 3 would would AUX crl-24516 128 4 support support VERB crl-24516 128 5 a a DET crl-24516 128 6 hypothesis hypothesis NOUN crl-24516 128 7 that that PRON crl-24516 128 8 academic academic ADJ crl-24516 128 9 librarians librarian NOUN crl-24516 128 10 in in ADP crl-24516 128 11 general general ADJ crl-24516 128 12 have have VERB crl-24516 128 13 a a DET crl-24516 128 14 favorable favorable ADJ crl-24516 128 15 opinion opinion NOUN crl-24516 128 16 of of ADP crl-24516 128 17 emerging emerge VERB crl-24516 128 18 technologies technology NOUN crl-24516 128 19 and and CCONJ crl-24516 128 20 their their PRON crl-24516 128 21 integration integration NOUN crl-24516 128 22 into into ADP crl-24516 128 23 library library NOUN crl-24516 128 24 services service NOUN crl-24516 128 25 , , PUNCT crl-24516 128 26 and and CCONJ crl-24516 128 27 it it PRON crl-24516 128 28 also also ADV crl-24516 128 29 aligns align VERB crl-24516 128 30 well well ADV crl-24516 128 31 with with ADP crl-24516 128 32 the the DET crl-24516 128 33 findings finding NOUN crl-24516 128 34 of of ADP crl-24516 128 35 the the DET crl-24516 128 36 adopter adopter ADJ crl-24516 128 37 categories category NOUN crl-24516 128 38 , , PUNCT crl-24516 128 39 where where SCONJ crl-24516 128 40 the the DET crl-24516 128 41 majority majority NOUN crl-24516 128 42 fell fall VERB crl-24516 128 43 within within ADP crl-24516 128 44 the the DET crl-24516 128 45 categories category NOUN crl-24516 128 46 of of ADP crl-24516 128 47 either either CCONJ crl-24516 128 48 early early ADJ crl-24516 128 49 adopter adopter ADJ crl-24516 128 50 or or CCONJ crl-24516 128 51 early early ADJ crl-24516 128 52 majority majority NOUN crl-24516 128 53 . . PUNCT crl-24516 129 1 the the DET crl-24516 129 2 diffusion diffusion NOUN crl-24516 129 3 of of ADP crl-24516 129 4 innovations innovation NOUN crl-24516 129 5 framework framework NOUN crl-24516 129 6 , , PUNCT crl-24516 129 7 in in ADP crl-24516 129 8 general general ADJ crl-24516 129 9 , , PUNCT crl-24516 129 10 is be AUX crl-24516 129 11 one one NUM crl-24516 129 12 that that PRON crl-24516 129 13 could could AUX crl-24516 129 14 be be AUX crl-24516 129 15 applied apply VERB crl-24516 129 16 more more ADV crl-24516 129 17 frequently frequently ADV crl-24516 129 18 in in ADP crl-24516 129 19 lis lis ADJ crl-24516 129 20 research research NOUN crl-24516 129 21 , , PUNCT crl-24516 129 22 as as SCONJ crl-24516 129 23 it it PRON crl-24516 129 24 has have VERB crl-24516 129 25 great great ADJ crl-24516 129 26 relevance relevance NOUN crl-24516 129 27 to to ADP crl-24516 129 28 many many ADJ crl-24516 129 29 studies study NOUN crl-24516 129 30 published publish VERB crl-24516 129 31 in in ADP crl-24516 129 32 the the DET crl-24516 129 33 literature literature NOUN crl-24516 129 34 of of ADP crl-24516 129 35 the the DET crl-24516 129 36 discipline discipline NOUN crl-24516 129 37 today today NOUN crl-24516 129 38 . . PUNCT crl-24516 130 1 this this DET crl-24516 130 2 study study NOUN crl-24516 130 3 demonstrates demonstrate VERB crl-24516 130 4 one one NUM crl-24516 130 5 way way NOUN crl-24516 130 6 in in ADP crl-24516 130 7 which which PRON crl-24516 130 8 the the DET crl-24516 130 9 framework framework NOUN crl-24516 130 10 may may AUX crl-24516 130 11 be be AUX crl-24516 130 12 successfully successfully ADV crl-24516 130 13 employed employ VERB crl-24516 130 14 in in ADP crl-24516 130 15 a a DET crl-24516 130 16 study study NOUN crl-24516 130 17 of of ADP crl-24516 130 18 library library NOUN crl-24516 130 19 employee employee NOUN crl-24516 130 20 perspectives perspective NOUN crl-24516 130 21 / / SYM crl-24516 130 22 attitudes attitude NOUN crl-24516 130 23 . . PUNCT crl-24516 131 1 the the DET crl-24516 131 2 framework framework NOUN crl-24516 131 3 is be AUX crl-24516 131 4 particularly particularly ADV crl-24516 131 5 useful useful ADJ crl-24516 131 6 for for ADP crl-24516 131 7 policy policy NOUN crl-24516 131 8 and and CCONJ crl-24516 131 9 prediction prediction NOUN crl-24516 131 10 studies study NOUN crl-24516 131 11 , , PUNCT crl-24516 131 12 as as SCONJ crl-24516 131 13 might might AUX crl-24516 131 14 be be AUX crl-24516 131 15 conducted conduct VERB crl-24516 131 16 using use VERB crl-24516 131 17 a a DET crl-24516 131 18 delphi delphi ADJ crl-24516 131 19 approach approach NOUN crl-24516 131 20 , , PUNCT crl-24516 131 21 as as ADV crl-24516 131 22 well well ADV crl-24516 131 23 as as ADP crl-24516 131 24 the the DET crl-24516 131 25 identification identification NOUN crl-24516 131 26 of of ADP crl-24516 131 27 social social ADJ crl-24516 131 28 and and CCONJ crl-24516 131 29 technological technological ADJ crl-24516 131 30 barriers barrier NOUN crl-24516 131 31 for for ADP crl-24516 131 32 certain certain ADJ crl-24516 131 33 populations population NOUN crl-24516 131 34 . . PUNCT crl-24516 132 1 practical practical ADJ crl-24516 132 2 implications implication NOUN crl-24516 132 3 as as SCONJ crl-24516 132 4 mentioned mention VERB crl-24516 132 5 in in ADP crl-24516 132 6 the the DET crl-24516 132 7 theoretical theoretical ADJ crl-24516 132 8 implications implication NOUN crl-24516 132 9 section section NOUN crl-24516 132 10 above above ADV crl-24516 132 11 , , PUNCT crl-24516 132 12 the the DET crl-24516 132 13 diffusion diffusion NOUN crl-24516 132 14 of of ADP crl-24516 132 15 innovations innovation NOUN crl-24516 132 16 framework framework NOUN crl-24516 132 17 can can AUX crl-24516 132 18 be be AUX crl-24516 132 19 a a DET crl-24516 132 20 beneficial beneficial ADJ crl-24516 132 21 framework framework NOUN crl-24516 132 22 for for ADP crl-24516 132 23 the the DET crl-24516 132 24 development development NOUN crl-24516 132 25 of of ADP crl-24516 132 26 institutional institutional ADJ crl-24516 132 27 policy policy NOUN crl-24516 132 28 . . PUNCT crl-24516 133 1 this this DET crl-24516 133 2 use use NOUN crl-24516 133 3 for for ADP crl-24516 133 4 policy policy NOUN crl-24516 133 5 development development NOUN crl-24516 133 6 is be AUX crl-24516 133 7 common common ADJ crl-24516 133 8 because because SCONJ crl-24516 133 9 the the DET crl-24516 133 10 framework framework NOUN crl-24516 133 11 leads lead VERB crl-24516 133 12 the the DET crl-24516 133 13 researcher researcher NOUN crl-24516 133 14 to to PART crl-24516 133 15 identify identify VERB crl-24516 133 16 differences difference NOUN crl-24516 133 17 that that PRON crl-24516 133 18 exist exist VERB crl-24516 133 19 among among ADP crl-24516 133 20 the the DET crl-24516 133 21 adoption adoption NOUN crl-24516 133 22 of of ADP crl-24516 133 23 different different ADJ crl-24516 133 24 groups group NOUN crl-24516 133 25 of of ADP crl-24516 133 26 people people NOUN crl-24516 133 27 and and CCONJ crl-24516 133 28 explore explore VERB crl-24516 133 29 why why SCONJ crl-24516 133 30 the the DET crl-24516 133 31 differences difference NOUN crl-24516 133 32 occur occur VERB crl-24516 133 33 ( ( PUNCT crl-24516 133 34 barriers barrier NOUN crl-24516 133 35 , , PUNCT crl-24516 133 36 beliefs belief NOUN crl-24516 133 37 , , PUNCT crl-24516 133 38 stubbornness stubbornness NOUN crl-24516 133 39 ? ? PUNCT crl-24516 133 40 ) ) PUNCT crl-24516 133 41 . . PUNCT crl-24516 134 1 in in ADP crl-24516 134 2 line line NOUN crl-24516 134 3 with with ADP crl-24516 134 4 this this DET crl-24516 134 5 perspective perspective NOUN crl-24516 134 6 , , PUNCT crl-24516 134 7 some some DET crl-24516 134 8 policy policy NOUN crl-24516 134 9 implications implication NOUN crl-24516 134 10 may may AUX crl-24516 134 11 be be AUX crl-24516 134 12 gleaned glean VERB crl-24516 134 13 from from ADP crl-24516 134 14 this this DET crl-24516 134 15 study study NOUN crl-24516 134 16 . . PUNCT crl-24516 135 1 for for ADP crl-24516 135 2 instance instance NOUN crl-24516 135 3 , , PUNCT crl-24516 135 4 the the DET crl-24516 135 5 interest interest NOUN crl-24516 135 6 and and CCONJ crl-24516 135 7 optimism optimism NOUN crl-24516 135 8 toward toward ADP crl-24516 135 9 artificial artificial ADJ crl-24516 135 10 intelligence intelligence NOUN crl-24516 135 11 among among ADP crl-24516 135 12 the the DET crl-24516 135 13 sample sample NOUN crl-24516 135 14 of of ADP crl-24516 135 15 librarians librarian NOUN crl-24516 135 16 in in ADP crl-24516 135 17 this this DET crl-24516 135 18 study study NOUN crl-24516 135 19 , , PUNCT crl-24516 135 20 and and CCONJ crl-24516 135 21 the the DET crl-24516 135 22 alignment alignment NOUN crl-24516 135 23 of of ADP crl-24516 135 24 librarians librarian NOUN crl-24516 135 25 as as ADP crl-24516 135 26 early early ADJ crl-24516 135 27 adopters adopter NOUN crl-24516 135 28 , , PUNCT crl-24516 135 29 indicates indicate VERB crl-24516 135 30 that that SCONJ crl-24516 135 31 ai ai PROPN crl-24516 135 32 may may AUX crl-24516 135 33 be be AUX crl-24516 135 34 an an DET crl-24516 135 35 area area NOUN crl-24516 135 36 that that SCONJ crl-24516 135 37 academic academic ADJ crl-24516 135 38 libraries library NOUN crl-24516 135 39 are be AUX crl-24516 135 40 ready ready ADJ crl-24516 135 41 to to PART crl-24516 135 42 explore explore VERB crl-24516 135 43 on on ADP crl-24516 135 44 a a DET crl-24516 135 45 deeper deep ADJ crl-24516 135 46 level level NOUN crl-24516 135 47 and and CCONJ crl-24516 135 48 that that SCONJ crl-24516 135 49 appropriate appropriate ADJ crl-24516 135 50 funding funding NOUN crl-24516 135 51 from from ADP crl-24516 135 52 agencies agency NOUN crl-24516 135 53 such such ADJ crl-24516 135 54 as as ADP crl-24516 135 55 the the DET crl-24516 135 56 institute institute PROPN crl-24516 135 57 of of ADP crl-24516 135 58 museum museum PROPN crl-24516 135 59 and and CCONJ crl-24516 135 60 library library PROPN crl-24516 135 61 services service NOUN crl-24516 135 62 ( ( PUNCT crl-24516 135 63 imls imls NOUN crl-24516 135 64 ) ) PUNCT crl-24516 135 65 could could AUX crl-24516 135 66 be be AUX crl-24516 135 67 well well ADV crl-24516 135 68 - - PUNCT crl-24516 135 69 warranted warrant VERB crl-24516 135 70 . . PUNCT crl-24516 136 1 perhaps perhaps ADV crl-24516 136 2 , , PUNCT crl-24516 136 3 given give VERB crl-24516 136 4 their their PRON crl-24516 136 5 positive positive ADJ crl-24516 136 6 inclination inclination NOUN crl-24516 136 7 , , PUNCT crl-24516 136 8 librarians librarians PROPN crl-24516 136 9 could could AUX crl-24516 136 10 even even ADV crl-24516 136 11 take take VERB crl-24516 136 12 the the DET crl-24516 136 13 lead lead NOUN crl-24516 136 14 in in ADP crl-24516 136 15 designing design VERB crl-24516 136 16 and and CCONJ crl-24516 136 17 integrating integrate VERB crl-24516 136 18 practical practical ADJ crl-24516 136 19 uses use NOUN crl-24516 136 20 of of ADP crl-24516 136 21 ai ai PROPN crl-24516 136 22 technology technology NOUN crl-24516 136 23 into into ADP crl-24516 136 24 library library NOUN crl-24516 136 25 systems system NOUN crl-24516 136 26 and and CCONJ crl-24516 136 27 services service NOUN crl-24516 136 28 and and CCONJ crl-24516 136 29 educating educate VERB crl-24516 136 30 patrons patron NOUN crl-24516 136 31 , , PUNCT crl-24516 136 32 much much ADV crl-24516 136 33 as as SCONJ crl-24516 136 34 they they PRON crl-24516 136 35 may may AUX crl-24516 136 36 have have AUX crl-24516 136 37 done do VERB crl-24516 136 38 in in ADP crl-24516 136 39 the the DET crl-24516 136 40 early early ADJ crl-24516 136 41 days day NOUN crl-24516 136 42 of of ADP crl-24516 136 43 the the DET crl-24516 136 44 internet45 internet45 NOUN crl-24516 136 45 or or CCONJ crl-24516 136 46 similarly similarly ADV crl-24516 136 47 to to ADP crl-24516 136 48 how how SCONJ crl-24516 136 49 san san PROPN crl-24516 136 50 jose jose PROPN crl-24516 136 51 state state PROPN crl-24516 136 52 university university PROPN crl-24516 136 53 has have AUX crl-24516 136 54 done do VERB crl-24516 136 55 with with ADP crl-24516 136 56 its its PRON crl-24516 136 57 blockchain blockchain ADJ crl-24516 136 58 project.46 project.46 NOUN crl-24516 136 59 participants participant NOUN crl-24516 136 60 in in ADP crl-24516 136 61 this this DET crl-24516 136 62 study study NOUN crl-24516 136 63 made make VERB crl-24516 136 64 it it PRON crl-24516 136 65 very very ADV crl-24516 136 66 clear clear ADJ crl-24516 136 67 in in ADP crl-24516 136 68 which which DET crl-24516 136 69 aspects aspect NOUN crl-24516 136 70 they they PRON crl-24516 136 71 would would AUX crl-24516 136 72 like like VERB crl-24516 136 73 to to PART crl-24516 136 74 see see VERB crl-24516 136 75 ai ai PROPN crl-24516 136 76 technologies technology NOUN crl-24516 136 77 integrated integrate VERB crl-24516 136 78 and and CCONJ crl-24516 136 79 which which PRON crl-24516 136 80 aspects aspect VERB crl-24516 136 81 they they PRON crl-24516 136 82 would would AUX crl-24516 136 83 not not PART crl-24516 136 84 . . PUNCT crl-24516 137 1 improving improve VERB crl-24516 137 2 library library NOUN crl-24516 137 3 search search NOUN crl-24516 137 4 , , PUNCT crl-24516 137 5 expediting expedite VERB crl-24516 137 6 cataloging cataloging NOUN crl-24516 137 7 , , PUNCT crl-24516 137 8 and and CCONJ crl-24516 137 9 assisting assist VERB crl-24516 137 10 with with ADP crl-24516 137 11 reference reference NOUN crl-24516 137 12 services service NOUN crl-24516 137 13 were be AUX crl-24516 137 14 all all PRON crl-24516 137 15 areas area NOUN crl-24516 137 16 that that PRON crl-24516 137 17 rated rate VERB crl-24516 137 18 highly highly ADV crl-24516 137 19 , , PUNCT crl-24516 137 20 while while SCONJ crl-24516 137 21 purchasing purchase VERB crl-24516 137 22 and and CCONJ crl-24516 137 23 organizational organizational ADJ crl-24516 137 24 decision decision NOUN crl-24516 137 25 making making NOUN crl-24516 137 26 were be AUX crl-24516 137 27 areas area NOUN crl-24516 137 28 that that PRON crl-24516 137 29 participants participant NOUN crl-24516 137 30 did do AUX crl-24516 137 31 not not PART crl-24516 137 32 have have VERB crl-24516 137 33 interest interest NOUN crl-24516 137 34 in in ADP crl-24516 137 35 ai ai AUX crl-24516 137 36 being be AUX crl-24516 137 37 integrated integrate VERB crl-24516 137 38 . . PUNCT crl-24516 138 1 the the DET crl-24516 138 2 former former ADJ crl-24516 138 3 roles role NOUN crl-24516 138 4 ( ( PUNCT crl-24516 138 5 library library NOUN crl-24516 138 6 search search NOUN crl-24516 138 7 , , PUNCT crl-24516 138 8 cataloging catalog VERB crl-24516 138 9 , , PUNCT crl-24516 138 10 and and CCONJ crl-24516 138 11 reference reference NOUN crl-24516 138 12 876 876 NUM crl-24516 138 13 college college PROPN crl-24516 138 14 & & CCONJ crl-24516 138 15 research research PROPN crl-24516 138 16 libraries library NOUN crl-24516 138 17 july july PROPN crl-24516 138 18 2020 2020 NUM crl-24516 138 19 service service NOUN crl-24516 138 20 ) ) PUNCT crl-24516 138 21 would would AUX crl-24516 138 22 include include VERB crl-24516 138 23 automation automation NOUN crl-24516 138 24 in in ADP crl-24516 138 25 the the DET crl-24516 138 26 form form NOUN crl-24516 138 27 of of ADP crl-24516 138 28 library library NOUN crl-24516 138 29 search search NOUN crl-24516 138 30 that that PRON crl-24516 138 31 is be AUX crl-24516 138 32 more more ADV crl-24516 138 33 predictive predictive ADJ crl-24516 138 34 of of ADP crl-24516 138 35 user user NOUN crl-24516 138 36 behavior behavior NOUN crl-24516 138 37 ( ( PUNCT crl-24516 138 38 like like ADP crl-24516 138 39 a a DET crl-24516 138 40 more more ADJ crl-24516 138 41 search search NOUN crl-24516 138 42 engine engine NOUN crl-24516 138 43 – – PUNCT crl-24516 138 44 type type NOUN crl-24516 138 45 feel feel NOUN crl-24516 138 46 ) ) PUNCT crl-24516 138 47 , , PUNCT crl-24516 138 48 automated automate VERB crl-24516 138 49 entry entry NOUN crl-24516 138 50 of of ADP crl-24516 138 51 metadata metadata PROPN crl-24516 138 52 for for ADP crl-24516 138 53 materials material NOUN crl-24516 138 54 , , PUNCT crl-24516 138 55 and and CCONJ crl-24516 138 56 use use NOUN crl-24516 138 57 of of ADP crl-24516 138 58 automated automate VERB crl-24516 138 59 programs program NOUN crl-24516 138 60 to to PART crl-24516 138 61 respond respond VERB crl-24516 138 62 to to ADP crl-24516 138 63 basic basic ADJ crl-24516 138 64 library library NOUN crl-24516 138 65 reference reference NOUN crl-24516 138 66 questions question NOUN crl-24516 138 67 ( ( PUNCT crl-24516 138 68 like like ADP crl-24516 138 69 a a DET crl-24516 138 70 “ " PUNCT crl-24516 138 71 siri”-type siri”-type NOUN crl-24516 138 72 service service NOUN crl-24516 138 73 ) ) PUNCT crl-24516 138 74 . . PUNCT crl-24516 139 1 the the DET crl-24516 139 2 latter latter ADJ crl-24516 139 3 roles role NOUN crl-24516 139 4 would would AUX crl-24516 139 5 consist consist VERB crl-24516 139 6 of of ADP crl-24516 139 7 such such ADJ crl-24516 139 8 tasks task NOUN crl-24516 139 9 as as ADP crl-24516 139 10 determining determine VERB crl-24516 139 11 what what DET crl-24516 139 12 materials material NOUN crl-24516 139 13 should should AUX crl-24516 139 14 be be AUX crl-24516 139 15 purchased purchase VERB crl-24516 139 16 by by ADP crl-24516 139 17 the the DET crl-24516 139 18 library library NOUN crl-24516 139 19 using use VERB crl-24516 139 20 an an DET crl-24516 139 21 algorithm algorithm NOUN crl-24516 139 22 that that SCONJ crl-24516 139 23 identifies identify VERB crl-24516 139 24 patterns pattern NOUN crl-24516 139 25 in in ADP crl-24516 139 26 the the DET crl-24516 139 27 use use NOUN crl-24516 139 28 of of ADP crl-24516 139 29 library library NOUN crl-24516 139 30 materials material NOUN crl-24516 139 31 ( ( PUNCT crl-24516 139 32 essentially essentially ADV crl-24516 139 33 , , PUNCT crl-24516 139 34 automated automate VERB crl-24516 139 35 collection collection NOUN crl-24516 139 36 development development NOUN crl-24516 139 37 ) ) PUNCT crl-24516 139 38 and and CCONJ crl-24516 139 39 identifying identify VERB crl-24516 139 40 areas area NOUN crl-24516 139 41 where where SCONJ crl-24516 139 42 departments department NOUN crl-24516 139 43 or or CCONJ crl-24516 139 44 physical physical ADJ crl-24516 139 45 spaces space NOUN crl-24516 139 46 in in ADP crl-24516 139 47 the the DET crl-24516 139 48 library library NOUN crl-24516 139 49 may may AUX crl-24516 139 50 reorganize reorganize VERB crl-24516 139 51 based base VERB crl-24516 139 52 on on ADP crl-24516 139 53 patron patron NOUN crl-24516 139 54 use use NOUN crl-24516 139 55 patterns pattern NOUN crl-24516 139 56 ( ( PUNCT crl-24516 139 57 automated automate VERB crl-24516 139 58 planning planning NOUN crl-24516 139 59 and and CCONJ crl-24516 139 60 management management NOUN crl-24516 139 61 ) ) PUNCT crl-24516 139 62 . . PUNCT crl-24516 140 1 these these DET crl-24516 140 2 findings finding NOUN crl-24516 140 3 about about ADP crl-24516 140 4 library library NOUN crl-24516 140 5 preferences preference NOUN crl-24516 140 6 toward toward ADP crl-24516 140 7 ai ai VERB crl-24516 140 8 use use NOUN crl-24516 140 9 may may AUX crl-24516 140 10 be be AUX crl-24516 140 11 important important ADJ crl-24516 140 12 takeaways takeaway NOUN crl-24516 140 13 for for ADP crl-24516 140 14 library library NOUN crl-24516 140 15 professionals professional NOUN crl-24516 140 16 and and CCONJ crl-24516 140 17 administrators administrator NOUN crl-24516 140 18 that that PRON crl-24516 140 19 indicates indicate VERB crl-24516 140 20 in in ADP crl-24516 140 21 which which PRON crl-24516 140 22 aspects aspect NOUN crl-24516 140 23 participants participant NOUN crl-24516 140 24 were be AUX crl-24516 140 25 responsive responsive ADJ crl-24516 140 26 to to ADP crl-24516 140 27 the the DET crl-24516 140 28 idea idea NOUN crl-24516 140 29 of of ADP crl-24516 140 30 partial partial ADJ crl-24516 140 31 or or CCONJ crl-24516 140 32 full full ADJ crl-24516 140 33 automation automation NOUN crl-24516 140 34 . . PUNCT crl-24516 141 1 there there PRON crl-24516 141 2 are be VERB crl-24516 141 3 many many ADJ crl-24516 141 4 research research NOUN crl-24516 141 5 advances advance NOUN crl-24516 141 6 published publish VERB crl-24516 141 7 every every DET crl-24516 141 8 year year NOUN crl-24516 141 9 in in ADP crl-24516 141 10 the the DET crl-24516 141 11 use use NOUN crl-24516 141 12 of of ADP crl-24516 141 13 ai ai NOUN crl-24516 141 14 for for ADP crl-24516 141 15 improving improve VERB crl-24516 141 16 information information NOUN crl-24516 141 17 retrieval.47 retrieval.47 NOUN crl-24516 141 18 if if SCONJ crl-24516 141 19 this this PRON crl-24516 141 20 is be AUX crl-24516 141 21 an an DET crl-24516 141 22 area area NOUN crl-24516 141 23 of of ADP crl-24516 141 24 interest interest NOUN crl-24516 141 25 to to ADP crl-24516 141 26 the the DET crl-24516 141 27 library library NOUN crl-24516 141 28 community community NOUN crl-24516 141 29 , , PUNCT crl-24516 141 30 it it PRON crl-24516 141 31 may may AUX crl-24516 141 32 be be AUX crl-24516 141 33 possible possible ADJ crl-24516 141 34 to to PART crl-24516 141 35 begin begin VERB crl-24516 141 36 developing develop VERB crl-24516 141 37 systems system NOUN crl-24516 141 38 based base VERB crl-24516 141 39 on on ADP crl-24516 141 40 these these DET crl-24516 141 41 principles principle NOUN crl-24516 141 42 and and CCONJ crl-24516 141 43 best good ADJ crl-24516 141 44 practices practice NOUN crl-24516 141 45 and and CCONJ crl-24516 141 46 investigating investigate VERB crl-24516 141 47 the the DET crl-24516 141 48 feasibility feasibility NOUN crl-24516 141 49 of of ADP crl-24516 141 50 implementing implement VERB crl-24516 141 51 them they PRON crl-24516 141 52 . . PUNCT crl-24516 142 1 artificial artificial ADJ crl-24516 142 2 intelligence intelligence NOUN crl-24516 142 3 technologies technology NOUN crl-24516 142 4 are be AUX crl-24516 142 5 already already ADV crl-24516 142 6 being be AUX crl-24516 142 7 implemented implement VERB crl-24516 142 8 in in ADP crl-24516 142 9 libraries library NOUN crl-24516 142 10 to to ADP crl-24516 142 11 varying vary VERB crl-24516 142 12 degrees degree NOUN crl-24516 142 13 , , PUNCT crl-24516 142 14 as as SCONJ crl-24516 142 15 noted note VERB crl-24516 142 16 by by ADP crl-24516 142 17 thomas thomas PROPN crl-24516 142 18 finley;48 finley;48 PROPN crl-24516 142 19 it it PRON crl-24516 142 20 is be AUX crl-24516 142 21 merely merely ADV crl-24516 142 22 the the DET crl-24516 142 23 extent extent NOUN crl-24516 142 24 that that PRON crl-24516 142 25 varies vary VERB crl-24516 142 26 . . PUNCT crl-24516 143 1 virtually virtually ADV crl-24516 143 2 any any DET crl-24516 143 3 product product NOUN crl-24516 143 4 a a DET crl-24516 143 5 library library NOUN crl-24516 143 6 uses use VERB crl-24516 143 7 , , PUNCT crl-24516 143 8 from from ADP crl-24516 143 9 a a DET crl-24516 143 10 search search NOUN crl-24516 143 11 engine engine NOUN crl-24516 143 12 to to ADP crl-24516 143 13 a a DET crl-24516 143 14 wayfinding wayfinding NOUN crl-24516 143 15 ( ( PUNCT crl-24516 143 16 google google PROPN crl-24516 143 17 maps maps PROPN crl-24516 143 18 ) ) PUNCT crl-24516 143 19 site site NOUN crl-24516 143 20 , , PUNCT crl-24516 143 21 uses use VERB crl-24516 143 22 ai ai VERB crl-24516 143 23 to to PART crl-24516 143 24 find find VERB crl-24516 143 25 solutions solution NOUN crl-24516 143 26 to to ADP crl-24516 143 27 complex complex ADJ crl-24516 143 28 problems problem NOUN crl-24516 143 29 that that PRON crl-24516 143 30 previously previously ADV crl-24516 143 31 only only ADV crl-24516 143 32 the the DET crl-24516 143 33 human human ADJ crl-24516 143 34 mind mind NOUN crl-24516 143 35 would would AUX crl-24516 143 36 be be AUX crl-24516 143 37 able able ADJ crl-24516 143 38 to to PART crl-24516 143 39 solve solve VERB crl-24516 143 40 ( ( PUNCT crl-24516 143 41 “ " PUNCT crl-24516 143 42 which which DET crl-24516 143 43 routes route NOUN crl-24516 143 44 are be AUX crl-24516 143 45 fastest fast ADJ crl-24516 143 46 ? ? PUNCT crl-24516 143 47 ” " PUNCT crl-24516 143 48 ) ) PUNCT crl-24516 143 49 . . PUNCT crl-24516 144 1 some some DET crl-24516 144 2 libraries library NOUN crl-24516 144 3 have have AUX crl-24516 144 4 taken take VERB crl-24516 144 5 the the DET crl-24516 144 6 implementation implementation NOUN crl-24516 144 7 of of ADP crl-24516 144 8 ai ai NOUN crl-24516 144 9 beyond beyond ADP crl-24516 144 10 this this DET crl-24516 144 11 boundary boundary NOUN crl-24516 144 12 . . PUNCT crl-24516 145 1 finley finley PROPN crl-24516 145 2 ’s ’s PART crl-24516 145 3 library library NOUN crl-24516 145 4 capitalized capitalize VERB crl-24516 145 5 on on ADP crl-24516 145 6 the the DET crl-24516 145 7 growing grow VERB crl-24516 145 8 interest interest NOUN crl-24516 145 9 in in ADP crl-24516 145 10 ai ai PROPN crl-24516 145 11 by by ADP crl-24516 145 12 distributing distribute VERB crl-24516 145 13 ai ai PROPN crl-24516 145 14 kits kit NOUN crl-24516 145 15 to to PART crl-24516 145 16 patrons patron NOUN crl-24516 145 17 for for ADP crl-24516 145 18 the the DET crl-24516 145 19 purpose purpose NOUN crl-24516 145 20 of of ADP crl-24516 145 21 exploring explore VERB crl-24516 145 22 the the DET crl-24516 145 23 technology technology NOUN crl-24516 145 24 and and CCONJ crl-24516 145 25 developing develop VERB crl-24516 145 26 their their PRON crl-24516 145 27 own own ADJ crl-24516 145 28 basic basic ADJ crl-24516 145 29 program program NOUN crl-24516 145 30 idea idea NOUN crl-24516 145 31 ( ( PUNCT crl-24516 145 32 similar similar ADJ crl-24516 145 33 to to PART crl-24516 145 34 stem stem VERB crl-24516 145 35 kits kit NOUN crl-24516 145 36 ) ) PUNCT crl-24516 145 37 . . PUNCT crl-24516 146 1 stanford stanford PROPN crl-24516 146 2 university university PROPN crl-24516 146 3 libraries library NOUN crl-24516 146 4 ’ ' PUNCT crl-24516 146 5 artificial artificial ADJ crl-24516 146 6 intelligence intelligence NOUN crl-24516 146 7 project project NOUN crl-24516 146 8 has have AUX crl-24516 146 9 developed develop VERB crl-24516 146 10 a a DET crl-24516 146 11 lecture lecture NOUN crl-24516 146 12 series series NOUN crl-24516 146 13 and and CCONJ crl-24516 146 14 research research NOUN crl-24516 146 15 agenda agenda NOUN crl-24516 146 16 aimed aim VERB crl-24516 146 17 at at ADP crl-24516 146 18 exploring explore VERB crl-24516 146 19 the the DET crl-24516 146 20 uses use NOUN crl-24516 146 21 of of ADP crl-24516 146 22 ai ai VERB crl-24516 146 23 within within ADP crl-24516 146 24 libraries library NOUN crl-24516 146 25 and and CCONJ crl-24516 146 26 information information NOUN crl-24516 146 27 organizations.49 organizations.49 NOUN crl-24516 146 28 with with ADP crl-24516 146 29 the the DET crl-24516 146 30 high high ADJ crl-24516 146 31 level level NOUN crl-24516 146 32 of of ADP crl-24516 146 33 interest interest NOUN crl-24516 146 34 in in ADP crl-24516 146 35 ai ai AUX crl-24516 146 36 demonstrated demonstrate VERB crl-24516 146 37 in in ADP crl-24516 146 38 this this DET crl-24516 146 39 study study NOUN crl-24516 146 40 , , PUNCT crl-24516 146 41 more more ADJ crl-24516 146 42 libraries library NOUN crl-24516 146 43 may may AUX crl-24516 146 44 soon soon ADV crl-24516 146 45 become become VERB crl-24516 146 46 interested interested ADJ crl-24516 146 47 in in ADP crl-24516 146 48 projects project NOUN crl-24516 146 49 of of ADP crl-24516 146 50 this this DET crl-24516 146 51 type type NOUN crl-24516 146 52 . . PUNCT crl-24516 147 1 limitations limitation NOUN crl-24516 147 2 and and CCONJ crl-24516 147 3 future future ADJ crl-24516 147 4 research research NOUN crl-24516 147 5 there there PRON crl-24516 147 6 are be VERB crl-24516 147 7 some some DET crl-24516 147 8 limitations limitation NOUN crl-24516 147 9 to to ADP crl-24516 147 10 the the DET crl-24516 147 11 data datum NOUN crl-24516 147 12 and and CCONJ crl-24516 147 13 the the DET crl-24516 147 14 statistical statistical ADJ crl-24516 147 15 tests test NOUN crl-24516 147 16 chosen choose VERB crl-24516 147 17 for for ADP crl-24516 147 18 analysis analysis NOUN crl-24516 147 19 . . PUNCT crl-24516 148 1 the the DET crl-24516 148 2 distribution distribution NOUN crl-24516 148 3 of of ADP crl-24516 148 4 the the DET crl-24516 148 5 adopter adopter ADJ crl-24516 148 6 categories category NOUN crl-24516 148 7 follows follow VERB crl-24516 148 8 an an DET crl-24516 148 9 abnormal abnormal ADJ crl-24516 148 10 distribution distribution NOUN crl-24516 148 11 . . PUNCT crl-24516 149 1 though though SCONJ crl-24516 149 2 the the DET crl-24516 149 3 population population NOUN crl-24516 149 4 size size NOUN crl-24516 149 5 is be AUX crl-24516 149 6 significantly significantly ADV crl-24516 149 7 large large ADJ crl-24516 149 8 to to PART crl-24516 149 9 indicate indicate VERB crl-24516 149 10 that that SCONJ crl-24516 149 11 this this DET crl-24516 149 12 skew skew NOUN crl-24516 149 13 may may AUX crl-24516 149 14 be be AUX crl-24516 149 15 representative representative ADJ crl-24516 149 16 of of ADP crl-24516 149 17 the the DET crl-24516 149 18 whole whole NOUN crl-24516 149 19 of of ADP crl-24516 149 20 librarianship librarianship NOUN crl-24516 149 21 ( ( PUNCT crl-24516 149 22 central central ADJ crl-24516 149 23 limit limit NOUN crl-24516 149 24 ) ) PUNCT crl-24516 149 25 , , PUNCT crl-24516 149 26 and and CCONJ crl-24516 149 27 distribution distribution NOUN crl-24516 149 28 of of ADP crl-24516 149 29 standard standard ADJ crl-24516 149 30 error error NOUN crl-24516 149 31 ( ( PUNCT crl-24516 149 32 normal normal ADJ crl-24516 149 33 ) ) PUNCT crl-24516 149 34 is be AUX crl-24516 149 35 more more ADV crl-24516 149 36 important important ADJ crl-24516 149 37 than than ADP crl-24516 149 38 distribution distribution NOUN crl-24516 149 39 of of ADP crl-24516 149 40 data datum NOUN crl-24516 149 41 , , PUNCT crl-24516 149 42 there there PRON crl-24516 149 43 is be VERB crl-24516 149 44 still still ADV crl-24516 149 45 a a DET crl-24516 149 46 limitation limitation NOUN crl-24516 149 47 to to ADP crl-24516 149 48 using use VERB crl-24516 149 49 linear linear ADJ crl-24516 149 50 regression regression NOUN crl-24516 149 51 for for ADP crl-24516 149 52 skewed skewed ADJ crl-24516 149 53 data datum NOUN crl-24516 149 54 . . PUNCT crl-24516 150 1 several several ADJ crl-24516 150 2 researchers researcher NOUN crl-24516 150 3 have have AUX crl-24516 150 4 suggested suggest VERB crl-24516 150 5 that that SCONJ crl-24516 150 6 it it PRON crl-24516 150 7 is be AUX crl-24516 150 8 acceptable acceptable ADJ crl-24516 150 9 to to PART crl-24516 150 10 use use VERB crl-24516 150 11 standard standard ADJ crl-24516 150 12 multiple multiple ADJ crl-24516 150 13 linear linear ADJ crl-24516 150 14 regression regression NOUN crl-24516 150 15 for for ADP crl-24516 150 16 abnormal abnormal ADJ crl-24516 150 17 data datum NOUN crl-24516 150 18 , , PUNCT crl-24516 150 19 assuming assume VERB crl-24516 150 20 the the DET crl-24516 150 21 abnormality abnormality NOUN crl-24516 150 22 is be AUX crl-24516 150 23 made make VERB crl-24516 150 24 explicit explicit ADJ crl-24516 150 25 to to ADP crl-24516 150 26 the the DET crl-24516 150 27 reader.50 reader.50 NOUN crl-24516 150 28 given give VERB crl-24516 150 29 the the DET crl-24516 150 30 high high ADJ crl-24516 150 31 statistical statistical ADJ crl-24516 150 32 power power NOUN crl-24516 150 33 of of ADP crl-24516 150 34 linear linear ADJ crl-24516 150 35 regression regression NOUN crl-24516 150 36 , , PUNCT crl-24516 150 37 this this DET crl-24516 150 38 method method NOUN crl-24516 150 39 was be AUX crl-24516 150 40 chosen choose VERB crl-24516 150 41 for for ADP crl-24516 150 42 analysis analysis NOUN crl-24516 150 43 while while SCONJ crl-24516 150 44 acknowledging acknowledge VERB crl-24516 150 45 this this DET crl-24516 150 46 limitation limitation NOUN crl-24516 150 47 . . PUNCT crl-24516 151 1 further further ADJ crl-24516 151 2 research research NOUN crl-24516 151 3 may may AUX crl-24516 151 4 examine examine VERB crl-24516 151 5 whether whether SCONJ crl-24516 151 6 findings finding NOUN crl-24516 151 7 pertaining pertain VERB crl-24516 151 8 to to ADP crl-24516 151 9 the the DET crl-24516 151 10 distribution distribution NOUN crl-24516 151 11 of of ADP crl-24516 151 12 adopters adopter NOUN crl-24516 151 13 of of ADP crl-24516 151 14 innovations innovation NOUN crl-24516 151 15 is be AUX crl-24516 151 16 consistent consistent ADJ crl-24516 151 17 across across ADP crl-24516 151 18 librarianship librarianship NOUN crl-24516 151 19 and and CCONJ crl-24516 151 20 investigate investigate VERB crl-24516 151 21 further far ADV crl-24516 151 22 the the DET crl-24516 151 23 relationships relationship NOUN crl-24516 151 24 between between ADP crl-24516 151 25 the the DET crl-24516 151 26 self self NOUN crl-24516 151 27 - - PUNCT crl-24516 151 28 identified identify VERB crl-24516 151 29 variables variable NOUN crl-24516 151 30 of of ADP crl-24516 151 31 perceived perceive VERB crl-24516 151 32 knowledge knowledge NOUN crl-24516 151 33 of of ADP crl-24516 151 34 innovations innovation NOUN crl-24516 151 35 , , PUNCT crl-24516 151 36 optimism optimism NOUN crl-24516 151 37 toward toward ADP crl-24516 151 38 innovations innovation NOUN crl-24516 151 39 , , PUNCT crl-24516 151 40 and and CCONJ crl-24516 151 41 adoption adoption NOUN crl-24516 151 42 of of ADP crl-24516 151 43 innovations innovation NOUN crl-24516 151 44 . . PUNCT crl-24516 152 1 these these DET crl-24516 152 2 three three NUM crl-24516 152 3 variables variable NOUN crl-24516 152 4 appear appear VERB crl-24516 152 5 to to PART crl-24516 152 6 have have VERB crl-24516 152 7 a a DET crl-24516 152 8 powerful powerful ADJ crl-24516 152 9 relationship relationship NOUN crl-24516 152 10 , , PUNCT crl-24516 152 11 suggesting suggest VERB crl-24516 152 12 that that SCONJ crl-24516 152 13 barriers barrier NOUN crl-24516 152 14 to to ADP crl-24516 152 15 diffusion diffusion NOUN crl-24516 152 16 may may AUX crl-24516 152 17 be be AUX crl-24516 152 18 not not PART crl-24516 152 19 only only ADV crl-24516 152 20 lack lack NOUN crl-24516 152 21 of of ADP crl-24516 152 22 knowledge knowledge NOUN crl-24516 152 23 of of ADP crl-24516 152 24 innovations innovation NOUN crl-24516 152 25 ( ( PUNCT crl-24516 152 26 is be AUX crl-24516 152 27 traditional traditional ADJ crl-24516 152 28 in in ADP crl-24516 152 29 the the DET crl-24516 152 30 diffusion diffusion NOUN crl-24516 152 31 model model NOUN crl-24516 152 32 ) ) PUNCT crl-24516 152 33 , , PUNCT crl-24516 152 34 but but CCONJ crl-24516 152 35 also also ADV crl-24516 152 36 level level NOUN crl-24516 152 37 of of ADP crl-24516 152 38 optimism optimism NOUN crl-24516 152 39 toward toward ADP crl-24516 152 40 the the DET crl-24516 152 41 future future NOUN crl-24516 152 42 of of ADP crl-24516 152 43 these these DET crl-24516 152 44 innovations innovation NOUN crl-24516 152 45 ( ( PUNCT crl-24516 152 46 that that PRON crl-24516 152 47 is be AUX crl-24516 152 48 to to PART crl-24516 152 49 say say VERB crl-24516 152 50 , , PUNCT crl-24516 152 51 librarians librarians PROPN crl-24516 152 52 do do AUX crl-24516 152 53 not not PART crl-24516 152 54 want want VERB crl-24516 152 55 to to PART crl-24516 152 56 waste waste VERB crl-24516 152 57 time time NOUN crl-24516 152 58 with with ADP crl-24516 152 59 a a DET crl-24516 152 60 library library NOUN crl-24516 152 61 technology technology NOUN crl-24516 152 62 that that PRON crl-24516 152 63 might might AUX crl-24516 152 64 just just ADV crl-24516 152 65 be be AUX crl-24516 152 66 a a DET crl-24516 152 67 fad fad NOUN crl-24516 152 68 ) ) PUNCT crl-24516 152 69 . . PUNCT crl-24516 153 1 an an DET crl-24516 153 2 investigation investigation NOUN crl-24516 153 3 of of ADP crl-24516 153 4 library library NOUN crl-24516 153 5 users user NOUN crl-24516 153 6 ’ ’ PART crl-24516 153 7 perspectives perspective NOUN crl-24516 153 8 on on ADP crl-24516 153 9 these these DET crl-24516 153 10 questions question NOUN crl-24516 153 11 may may AUX crl-24516 153 12 also also ADV crl-24516 153 13 prove prove VERB crl-24516 153 14 valuable valuable ADJ crl-24516 153 15 . . PUNCT crl-24516 154 1 further further ADJ crl-24516 154 2 exploration exploration NOUN crl-24516 154 3 of of ADP crl-24516 154 4 the the DET crl-24516 154 5 practical practical ADJ crl-24516 154 6 implications implication NOUN crl-24516 154 7 from from ADP crl-24516 154 8 this this DET crl-24516 154 9 perceptions perception NOUN crl-24516 154 10 toward toward ADP crl-24516 154 11 artificial artificial ADJ crl-24516 154 12 intelligence intelligence NOUN crl-24516 154 13 877 877 NUM crl-24516 154 14 study study NOUN crl-24516 154 15 may may AUX crl-24516 154 16 also also ADV crl-24516 154 17 be be AUX crl-24516 154 18 warranted warrant VERB crl-24516 154 19 ( ( PUNCT crl-24516 154 20 how how SCONJ crl-24516 154 21 can can AUX crl-24516 154 22 optimism optimism VERB crl-24516 154 23 toward toward ADP crl-24516 154 24 innovations innovation NOUN crl-24516 154 25 in in ADP crl-24516 154 26 library library NOUN crl-24516 154 27 technology technology NOUN crl-24516 154 28 be be AUX crl-24516 154 29 increased increase VERB crl-24516 154 30 ? ? PUNCT crl-24516 155 1 this this DET crl-24516 155 2 study study NOUN crl-24516 155 3 indicates indicate VERB crl-24516 155 4 that that SCONJ crl-24516 155 5 information information NOUN crl-24516 155 6 / / SYM crl-24516 155 7 knowledge knowledge NOUN crl-24516 155 8 plays play VERB crl-24516 155 9 a a DET crl-24516 155 10 major major ADJ crl-24516 155 11 role role NOUN crl-24516 155 12 ) ) PUNCT crl-24516 155 13 . . PUNCT crl-24516 156 1 conclusion conclusion NOUN crl-24516 156 2 in in ADP crl-24516 156 3 the the DET crl-24516 156 4 present present ADJ crl-24516 156 5 study study NOUN crl-24516 156 6 , , PUNCT crl-24516 156 7 academic academic ADJ crl-24516 156 8 librarians librarian NOUN crl-24516 156 9 responding respond VERB crl-24516 156 10 to to ADP crl-24516 156 11 the the DET crl-24516 156 12 survey survey NOUN crl-24516 156 13 were be AUX crl-24516 156 14 highly highly ADV crl-24516 156 15 receptive receptive ADJ crl-24516 156 16 toward toward ADP crl-24516 156 17 the the DET crl-24516 156 18 potential potential NOUN crl-24516 156 19 of of ADP crl-24516 156 20 integrating integrate VERB crl-24516 156 21 artificial artificial ADJ crl-24516 156 22 intelligence intelligence NOUN crl-24516 156 23 into into ADP crl-24516 156 24 the the DET crl-24516 156 25 operations operation NOUN crl-24516 156 26 of of ADP crl-24516 156 27 the the DET crl-24516 156 28 library library NOUN crl-24516 156 29 and and CCONJ crl-24516 156 30 demonstrated demonstrate VERB crl-24516 156 31 that that SCONJ crl-24516 156 32 they they PRON crl-24516 156 33 are be AUX crl-24516 156 34 generally generally ADV crl-24516 156 35 early early ADJ crl-24516 156 36 adopters adopter NOUN crl-24516 156 37 of of ADP crl-24516 156 38 new new ADJ crl-24516 156 39 information information NOUN crl-24516 156 40 and and CCONJ crl-24516 156 41 communications communication NOUN crl-24516 156 42 technologies technology NOUN crl-24516 156 43 . . PUNCT crl-24516 157 1 while while SCONJ crl-24516 157 2 cox cox VERB crl-24516 157 3 et et PROPN crl-24516 157 4 al al PROPN crl-24516 157 5 . . PROPN crl-24516 157 6 suggest suggest VERB crl-24516 157 7 that that SCONJ crl-24516 157 8 “ " PUNCT crl-24516 157 9 it it PRON crl-24516 157 10 services service NOUN crl-24516 157 11 might might AUX crl-24516 157 12 be be AUX crl-24516 157 13 in in ADP crl-24516 157 14 a a DET crl-24516 157 15 stronger strong ADJ crl-24516 157 16 natural natural ADJ crl-24516 157 17 position position NOUN crl-24516 157 18 to to PART crl-24516 157 19 take take VERB crl-24516 157 20 on on ADP crl-24516 157 21 some some PRON crl-24516 157 22 of of ADP crl-24516 157 23 these these DET crl-24516 157 24 ( ( PUNCT crl-24516 157 25 ai ai PROPN crl-24516 157 26 management management NOUN crl-24516 157 27 ) ) PUNCT crl-24516 157 28 roles,”51 roles,”51 VERB crl-24516 157 29 the the DET crl-24516 157 30 present present ADJ crl-24516 157 31 study study NOUN crl-24516 157 32 indicates indicate VERB crl-24516 157 33 that that SCONJ crl-24516 157 34 , , PUNCT crl-24516 157 35 at at ADP crl-24516 157 36 least least ADJ crl-24516 157 37 in in ADP crl-24516 157 38 some some DET crl-24516 157 39 instances instance NOUN crl-24516 157 40 , , PUNCT crl-24516 157 41 academic academic ADJ crl-24516 157 42 librarians librarian NOUN crl-24516 157 43 are be AUX crl-24516 157 44 eager eager ADJ crl-24516 157 45 and and CCONJ crl-24516 157 46 prepared prepared ADJ crl-24516 157 47 to to PART crl-24516 157 48 take take VERB crl-24516 157 49 the the DET crl-24516 157 50 lead lead NOUN crl-24516 157 51 in in ADP crl-24516 157 52 these these DET crl-24516 157 53 roles role NOUN crl-24516 157 54 . . PUNCT crl-24516 158 1 the the DET crl-24516 158 2 impetus impetus NOUN crl-24516 158 3 for for ADP crl-24516 158 4 adoption adoption NOUN crl-24516 158 5 of of ADP crl-24516 158 6 an an DET crl-24516 158 7 innovation innovation NOUN crl-24516 158 8 like like ADP crl-24516 158 9 ai ai AUX crl-24516 158 10 falls fall VERB crl-24516 158 11 largely largely ADV crl-24516 158 12 upon upon SCONJ crl-24516 158 13 early early ADJ crl-24516 158 14 adopters adopter NOUN crl-24516 158 15 , , PUNCT crl-24516 158 16 as as SCONJ crl-24516 158 17 it it PRON crl-24516 158 18 is be AUX crl-24516 158 19 often often ADV crl-24516 158 20 these these DET crl-24516 158 21 individuals individual NOUN crl-24516 158 22 on on ADP crl-24516 158 23 whom whom PRON crl-24516 158 24 the the DET crl-24516 158 25 other other ADJ crl-24516 158 26 categories category NOUN crl-24516 158 27 rely rely VERB crl-24516 158 28 to to PART crl-24516 158 29 determine determine VERB crl-24516 158 30 whether whether SCONJ crl-24516 158 31 an an DET crl-24516 158 32 innovation innovation NOUN crl-24516 158 33 has have AUX crl-24516 158 34 value.52 value.52 VERB crl-24516 158 35 given give VERB crl-24516 158 36 that that SCONJ crl-24516 158 37 many many ADJ crl-24516 158 38 of of ADP crl-24516 158 39 the the DET crl-24516 158 40 early early ADJ crl-24516 158 41 adopters adopter NOUN crl-24516 158 42 in in ADP crl-24516 158 43 this this DET crl-24516 158 44 study study NOUN crl-24516 158 45 expressed express VERB crl-24516 158 46 positive positive ADJ crl-24516 158 47 views view NOUN crl-24516 158 48 toward toward ADP crl-24516 158 49 artificial artificial ADJ crl-24516 158 50 intelligence intelligence NOUN crl-24516 158 51 being be AUX crl-24516 158 52 used use VERB crl-24516 158 53 in in ADP crl-24516 158 54 a a DET crl-24516 158 55 number number NOUN crl-24516 158 56 of of ADP crl-24516 158 57 ways way NOUN crl-24516 158 58 within within ADP crl-24516 158 59 the the DET crl-24516 158 60 library library NOUN crl-24516 158 61 environment environment NOUN crl-24516 158 62 , , PUNCT crl-24516 158 63 there there PRON crl-24516 158 64 is be VERB crl-24516 158 65 a a DET crl-24516 158 66 good good ADJ crl-24516 158 67 indication indication NOUN crl-24516 158 68 that that SCONJ crl-24516 158 69 this this DET crl-24516 158 70 technology technology NOUN crl-24516 158 71 will will AUX crl-24516 158 72 play play VERB crl-24516 158 73 a a DET crl-24516 158 74 major major ADJ crl-24516 158 75 role role NOUN crl-24516 158 76 in in ADP crl-24516 158 77 library library NOUN crl-24516 158 78 service service NOUN crl-24516 158 79 in in ADP crl-24516 158 80 years year NOUN crl-24516 158 81 to to PART crl-24516 158 82 come come VERB crl-24516 158 83 . . PUNCT crl-24516 159 1 advocates advocate NOUN crl-24516 159 2 ’ ’ PART crl-24516 159 3 best good ADJ crl-24516 159 4 tool tool NOUN crl-24516 159 5 , , PUNCT crl-24516 159 6 as as SCONJ crl-24516 159 7 suggested suggest VERB crl-24516 159 8 by by ADP crl-24516 159 9 rogers roger NOUN crl-24516 159 10 himself himself PRON crl-24516 159 11 when when SCONJ crl-24516 159 12 describing describe VERB crl-24516 159 13 diffusion diffusion NOUN crl-24516 159 14 as as ADP crl-24516 159 15 a a DET crl-24516 159 16 process process NOUN crl-24516 159 17 of of ADP crl-24516 159 18 information information NOUN crl-24516 159 19 exchange exchange NOUN crl-24516 159 20 , , PUNCT crl-24516 159 21 is be AUX crl-24516 159 22 information information NOUN crl-24516 159 23 about about ADP crl-24516 159 24 the the DET crl-24516 159 25 innovation innovation NOUN crl-24516 159 26 ( ( PUNCT crl-24516 159 27 what what PRON crl-24516 159 28 it it PRON crl-24516 159 29 is be AUX crl-24516 159 30 , , PUNCT crl-24516 159 31 how how SCONJ crl-24516 159 32 it it PRON crl-24516 159 33 works work VERB crl-24516 159 34 , , PUNCT crl-24516 159 35 what what PRON crl-24516 159 36 benefits benefit NOUN crl-24516 159 37 it it PRON crl-24516 159 38 could could AUX crl-24516 159 39 provide provide VERB crl-24516 159 40 , , PUNCT crl-24516 159 41 cost cost NOUN crl-24516 159 42 / / SYM crl-24516 159 43 benefit benefit NOUN crl-24516 159 44 analysis analysis NOUN crl-24516 159 45 , , PUNCT crl-24516 159 46 project project NOUN crl-24516 159 47 management management NOUN crl-24516 159 48 needs need NOUN crl-24516 159 49 ) ) PUNCT crl-24516 159 50 and and CCONJ crl-24516 159 51 ensuring ensure VERB crl-24516 159 52 that that SCONJ crl-24516 159 53 it it PRON crl-24516 159 54 is be AUX crl-24516 159 55 disseminated disseminate VERB crl-24516 159 56 to to ADP crl-24516 159 57 the the DET crl-24516 159 58 major major ADJ crl-24516 159 59 decision decision NOUN crl-24516 159 60 makers maker NOUN crl-24516 159 61 within within ADP crl-24516 159 62 the the DET crl-24516 159 63 library library NOUN crl-24516 159 64 . . PUNCT crl-24516 160 1 878 878 NUM crl-24516 160 2 college college PROPN crl-24516 160 3 & & CCONJ crl-24516 160 4 research research PROPN crl-24516 160 5 libraries library NOUN crl-24516 160 6 july july PROPN crl-24516 160 7 2020 2020 NUM crl-24516 160 8 appendix appendix PROPN crl-24516 160 9 . . PUNCT crl-24516 161 1 survey survey NOUN crl-24516 161 2 of of ADP crl-24516 161 3 library library NOUN crl-24516 161 4 employee employee NOUN crl-24516 161 5 perspectives perspective NOUN crl-24516 161 6 toward toward ADP crl-24516 161 7 artificial artificial ADJ crl-24516 161 8 intelligence intelligence NOUN crl-24516 161 9 q1 q1 PROPN crl-24516 161 10 . . PUNCT crl-24516 162 1 please please INTJ crl-24516 162 2 indicate indicate VERB crl-24516 162 3 your your PRON crl-24516 162 4 gender gender NOUN crl-24516 162 5 □ □ PUNCT crl-24516 162 6 male male NOUN crl-24516 162 7 □ □ PUNCT crl-24516 162 8 female female ADJ crl-24516 162 9 □ □ NOUN crl-24516 162 10 prefer prefer VERB crl-24516 162 11 not not PART crl-24516 162 12 to to PART crl-24516 162 13 say say VERB crl-24516 162 14 q2 q2 PROPN crl-24516 162 15 . . PUNCT crl-24516 163 1 please please INTJ crl-24516 163 2 indicate indicate VERB crl-24516 163 3 your your PRON crl-24516 163 4 age age NOUN crl-24516 163 5 □ □ PUNCT crl-24516 163 6 29 29 NUM crl-24516 163 7 and and CCONJ crl-24516 163 8 under under ADP crl-24516 163 9 □ □ PUNCT crl-24516 163 10 30–39 30–39 NUM crl-24516 163 11 □ □ NUM crl-24516 163 12 40–49 40–49 NUM crl-24516 163 13 □ □ SYM crl-24516 163 14 50–59 50–59 NUM crl-24516 163 15 □ □ SYM crl-24516 163 16 60 60 NUM crl-24516 163 17 or or CCONJ crl-24516 163 18 over over ADP crl-24516 163 19 q3 q3 PROPN crl-24516 163 20 . . PUNCT crl-24516 164 1 please please INTJ crl-24516 164 2 indicate indicate VERB crl-24516 164 3 your your PRON crl-24516 164 4 highest high ADJ crl-24516 164 5 level level NOUN crl-24516 164 6 of of ADP crl-24516 164 7 educational educational ADJ crl-24516 164 8 achievement achievement NOUN crl-24516 164 9 □ □ PUNCT crl-24516 164 10 no no DET crl-24516 164 11 degree degree NOUN crl-24516 164 12 □ □ PUNCT crl-24516 164 13 high high ADJ crl-24516 164 14 school school NOUN crl-24516 164 15 degree degree NOUN crl-24516 164 16 □ □ PUNCT crl-24516 164 17 some some DET crl-24516 164 18 college college NOUN crl-24516 164 19 □ □ PUNCT crl-24516 164 20 two two NUM crl-24516 164 21 - - PUNCT crl-24516 164 22 year year NOUN crl-24516 164 23 college college NOUN crl-24516 164 24 degree degree NOUN crl-24516 164 25 □ □ PUNCT crl-24516 164 26 four four NUM crl-24516 164 27 - - PUNCT crl-24516 164 28 year year NOUN crl-24516 164 29 undergraduate undergraduate NOUN crl-24516 164 30 degree degree NOUN crl-24516 164 31 □ □ PUNCT crl-24516 164 32 graduate graduate NOUN crl-24516 164 33 degree degree NOUN crl-24516 164 34 □ □ PUNCT crl-24516 164 35 phd phd NOUN crl-24516 164 36 q4 q4 PROPN crl-24516 164 37 . . PUNCT crl-24516 165 1 please please INTJ crl-24516 165 2 indicate indicate VERB crl-24516 165 3 your your PRON crl-24516 165 4 current current ADJ crl-24516 165 5 working work VERB crl-24516 165 6 status status NOUN crl-24516 165 7 □ □ PUNCT crl-24516 165 8 currently currently ADV crl-24516 165 9 working work VERB crl-24516 165 10 □ □ PUNCT crl-24516 165 11 not not PART crl-24516 165 12 currently currently ADV crl-24516 165 13 working work VERB crl-24516 165 14 q5 q5 PROPN crl-24516 165 15 . . PUNCT crl-24516 166 1 please please INTJ crl-24516 166 2 indicate indicate VERB crl-24516 166 3 the the DET crl-24516 166 4 continent continent NOUN crl-24516 166 5 on on ADP crl-24516 166 6 which which PRON crl-24516 166 7 you you PRON crl-24516 166 8 work work VERB crl-24516 166 9 □ □ PUNCT crl-24516 166 10 north north PROPN crl-24516 166 11 america america PROPN crl-24516 166 12 □ □ PUNCT crl-24516 166 13 south south PROPN crl-24516 166 14 america america PROPN crl-24516 166 15 □ □ PUNCT crl-24516 166 16 europe europe PROPN crl-24516 166 17 □ □ PUNCT crl-24516 166 18 africa africa PROPN crl-24516 166 19 □ □ PUNCT crl-24516 166 20 asia asia PROPN crl-24516 166 21 □ □ SYM crl-24516 166 22 australia australia PROPN crl-24516 166 23 q6 q6 PROPN crl-24516 166 24 . . PUNCT crl-24516 167 1 in in ADP crl-24516 167 2 general general ADJ crl-24516 167 3 , , PUNCT crl-24516 167 4 i i PRON crl-24516 167 5 am be AUX crl-24516 167 6 … … PUNCT crl-24516 167 7 □ □ PUNCT crl-24516 167 8 the the DET crl-24516 167 9 very very ADV crl-24516 167 10 first first ADJ crl-24516 167 11 person person NOUN crl-24516 167 12 to to PART crl-24516 167 13 adopt adopt VERB crl-24516 167 14 a a DET crl-24516 167 15 new new ADJ crl-24516 167 16 idea idea NOUN crl-24516 167 17 or or CCONJ crl-24516 167 18 way way NOUN crl-24516 167 19 of of ADP crl-24516 167 20 thinking think VERB crl-24516 167 21 □ □ PUNCT crl-24516 167 22 one one NUM crl-24516 167 23 of of ADP crl-24516 167 24 the the DET crl-24516 167 25 first first ADJ crl-24516 167 26 to to PART crl-24516 167 27 adopt adopt VERB crl-24516 167 28 … … PUNCT crl-24516 167 29 □ □ PUNCT crl-24516 167 30 not not PART crl-24516 167 31 one one NUM crl-24516 167 32 of of ADP crl-24516 167 33 the the DET crl-24516 167 34 first first ADJ crl-24516 167 35 , , PUNCT crl-24516 167 36 but but CCONJ crl-24516 167 37 ahead ahead ADV crl-24516 167 38 of of ADP crl-24516 167 39 the the DET crl-24516 167 40 majority majority NOUN crl-24516 167 41 □ □ PUNCT crl-24516 167 42 about about ADP crl-24516 167 43 middle middle NOUN crl-24516 167 44 of of ADP crl-24516 167 45 the the DET crl-24516 167 46 pack pack NOUN crl-24516 167 47 □ □ PUNCT crl-24516 167 48 very very ADV crl-24516 167 49 late late ADV crl-24516 167 50 □ □ PUNCT crl-24516 167 51 i i PRON crl-24516 167 52 almost almost ADV crl-24516 167 53 never never ADV crl-24516 167 54 adopt adopt VERB crl-24516 167 55 a a DET crl-24516 167 56 new new ADJ crl-24516 167 57 idea idea NOUN crl-24516 167 58 or or CCONJ crl-24516 167 59 way way NOUN crl-24516 167 60 of of ADP crl-24516 167 61 thinking think VERB crl-24516 167 62 q7 q7 PROPN crl-24516 167 63 . . PUNCT crl-24516 168 1 in in ADP crl-24516 168 2 general general ADJ crl-24516 168 3 , , PUNCT crl-24516 168 4 i i PRON crl-24516 168 5 am be AUX crl-24516 168 6 □ □ PUNCT crl-24516 168 7 the the DET crl-24516 168 8 very very ADV crl-24516 168 9 first first ADJ crl-24516 168 10 person person NOUN crl-24516 168 11 to to PART crl-24516 168 12 use use VERB crl-24516 168 13 a a DET crl-24516 168 14 new new ADJ crl-24516 168 15 technology technology NOUN crl-24516 168 16 □ □ PUNCT crl-24516 168 17 one one NUM crl-24516 168 18 of of ADP crl-24516 168 19 the the DET crl-24516 168 20 first first ADJ crl-24516 168 21 to to PART crl-24516 168 22 use use VERB crl-24516 168 23 … … PUNCT crl-24516 168 24 □ □ PUNCT crl-24516 168 25 not not PART crl-24516 168 26 one one NUM crl-24516 168 27 of of ADP crl-24516 168 28 the the DET crl-24516 168 29 first first ADJ crl-24516 168 30 , , PUNCT crl-24516 168 31 but but CCONJ crl-24516 168 32 ahead ahead ADV crl-24516 168 33 of of ADP crl-24516 168 34 the the DET crl-24516 168 35 majority majority NOUN crl-24516 168 36 □ □ PUNCT crl-24516 168 37 about about ADP crl-24516 168 38 middle middle NOUN crl-24516 168 39 of of ADP crl-24516 168 40 the the DET crl-24516 168 41 pack pack NOUN crl-24516 168 42 □ □ PUNCT crl-24516 168 43 very very ADV crl-24516 168 44 late late ADV crl-24516 168 45 □ □ PUNCT crl-24516 168 46 i i PRON crl-24516 168 47 almost almost ADV crl-24516 168 48 never never ADV crl-24516 168 49 use use VERB crl-24516 168 50 a a DET crl-24516 168 51 new new ADJ crl-24516 168 52 technology technology NOUN crl-24516 168 53 perceptions perception NOUN crl-24516 168 54 toward toward ADP crl-24516 168 55 artificial artificial ADJ crl-24516 168 56 intelligence intelligence NOUN crl-24516 168 57 879 879 NUM crl-24516 168 58 q8 q8 PROPN crl-24516 168 59 . . PUNCT crl-24516 169 1 how how SCONJ crl-24516 169 2 often often ADV crl-24516 169 3 do do AUX crl-24516 169 4 you you PRON crl-24516 169 5 read read VERB crl-24516 169 6 professional professional ADJ crl-24516 169 7 literature literature NOUN crl-24516 169 8 / / SYM crl-24516 169 9 research research NOUN crl-24516 169 10 ? ? PUNCT crl-24516 170 1 □ □ PUNCT crl-24516 170 2 almost almost ADV crl-24516 170 3 never never ADV crl-24516 170 4 □ □ PUNCT crl-24516 170 5 less less ADJ crl-24516 170 6 than than ADP crl-24516 170 7 1 1 NUM crl-24516 170 8 hour hour NOUN crl-24516 170 9 a a DET crl-24516 170 10 month month NOUN crl-24516 170 11 □ □ PUNCT crl-24516 170 12 less less ADJ crl-24516 170 13 than than ADP crl-24516 170 14 1 1 NUM crl-24516 170 15 hour hour NOUN crl-24516 170 16 a a DET crl-24516 170 17 week week NOUN crl-24516 170 18 □ □ PUNCT crl-24516 170 19 1–3 1–3 NUM crl-24516 170 20 hours hour NOUN crl-24516 170 21 a a DET crl-24516 170 22 week week NOUN crl-24516 170 23 □ □ PUNCT crl-24516 170 24 3–6 3–6 NUM crl-24516 170 25 hours hour NOUN crl-24516 170 26 a a DET crl-24516 170 27 week week NOUN crl-24516 170 28 □ □ PUNCT crl-24516 170 29 6–15 6–15 NUM crl-24516 170 30 hours hour NOUN crl-24516 170 31 a a DET crl-24516 170 32 week week NOUN crl-24516 170 33 □ □ PUNCT crl-24516 170 34 more more ADJ crl-24516 170 35 than than ADP crl-24516 170 36 15 15 NUM crl-24516 170 37 hours hour NOUN crl-24516 170 38 a a DET crl-24516 170 39 week week NOUN crl-24516 170 40 q9 q9 PROPN crl-24516 170 41 . . PUNCT crl-24516 171 1 please please INTJ crl-24516 171 2 indicate indicate VERB crl-24516 171 3 your your PRON crl-24516 171 4 response response NOUN crl-24516 171 5 for for ADP crl-24516 171 6 the the DET crl-24516 171 7 following follow VERB crl-24516 171 8 items item NOUN crl-24516 171 9 ( ( PUNCT crl-24516 171 10 seven seven NUM crl-24516 171 11 - - PUNCT crl-24516 171 12 point point NOUN crl-24516 171 13 likert likert NOUN crl-24516 171 14 scale scale NOUN crl-24516 171 15 ) ) PUNCT crl-24516 171 16 rate rate VERB crl-24516 171 17 your your PRON crl-24516 171 18 knowledge knowledge NOUN crl-24516 171 19 of of ADP crl-24516 171 20 artificial artificial ADJ crl-24516 171 21 intelligence intelligence NOUN crl-24516 171 22 as as ADP crl-24516 171 23 a a DET crl-24516 171 24 concept concept NOUN crl-24516 171 25 rate rate NOUN crl-24516 171 26 your your PRON crl-24516 171 27 knowledge knowledge NOUN crl-24516 171 28 of of ADP crl-24516 171 29 trends trend NOUN crl-24516 171 30 in in ADP crl-24516 171 31 artificial artificial ADJ crl-24516 171 32 intelligence intelligence NOUN crl-24516 171 33 rate rate NOUN crl-24516 171 34 your your PRON crl-24516 171 35 level level NOUN crl-24516 171 36 of of ADP crl-24516 171 37 optimism optimism NOUN crl-24516 171 38 about about ADP crl-24516 171 39 the the DET crl-24516 171 40 future future NOUN crl-24516 171 41 of of ADP crl-24516 171 42 artificial artificial ADJ crl-24516 171 43 intelligence intelligence NOUN crl-24516 171 44 for for ADP crl-24516 171 45 improving improve VERB crl-24516 171 46 library library NOUN crl-24516 171 47 service service NOUN crl-24516 171 48 q10 q10 PROPN crl-24516 171 49 . . PUNCT crl-24516 172 1 regarding regard VERB crl-24516 172 2 the the DET crl-24516 172 3 future future NOUN crl-24516 172 4 of of ADP crl-24516 172 5 artificial artificial ADJ crl-24516 172 6 intelligence intelligence NOUN crl-24516 172 7 and and CCONJ crl-24516 172 8 robotics robotic NOUN crl-24516 172 9 … … PUNCT crl-24516 172 10 □ □ PUNCT crl-24516 172 11 i i PRON crl-24516 172 12 am be AUX crl-24516 172 13 afraid afraid ADJ crl-24516 172 14 i i PRON crl-24516 172 15 might might AUX crl-24516 172 16 lose lose VERB crl-24516 172 17 my my PRON crl-24516 172 18 job job NOUN crl-24516 172 19 as as SCONJ crl-24516 172 20 ai ai PROPN crl-24516 172 21 becomes become VERB crl-24516 172 22 more more ADV crl-24516 172 23 advanced advanced ADJ crl-24516 172 24 □ □ PUNCT crl-24516 172 25 i i PRON crl-24516 172 26 do do AUX crl-24516 172 27 n’t not PART crl-24516 172 28 think think VERB crl-24516 172 29 my my PRON crl-24516 172 30 job job NOUN crl-24516 172 31 will will AUX crl-24516 172 32 be be AUX crl-24516 172 33 at at ADP crl-24516 172 34 risk risk NOUN crl-24516 172 35 □ □ PUNCT crl-24516 172 36 i i PRON crl-24516 172 37 do do AUX crl-24516 172 38 n’t not PART crl-24516 172 39 know know VERB crl-24516 172 40 q11 q11 NOUN crl-24516 172 41 . . PUNCT crl-24516 173 1 in in ADP crl-24516 173 2 what what DET crl-24516 173 3 aspects aspect NOUN crl-24516 173 4 of of ADP crl-24516 173 5 the the DET crl-24516 173 6 library library NOUN crl-24516 173 7 environment environment NOUN crl-24516 173 8 would would AUX crl-24516 173 9 you you PRON crl-24516 173 10 like like VERB crl-24516 173 11 to to PART crl-24516 173 12 see see VERB crl-24516 173 13 ai ai AUX crl-24516 173 14 introduced introduce VERB crl-24516 173 15 ? ? PUNCT crl-24516 174 1 □ □ PUNCT crl-24516 174 2 reference reference NOUN crl-24516 174 3 services service NOUN crl-24516 174 4 □ □ PUNCT crl-24516 174 5 cataloging catalog VERB crl-24516 174 6 □ □ PUNCT crl-24516 174 7 improved improve VERB crl-24516 174 8 library library NOUN crl-24516 174 9 search search NOUN crl-24516 174 10 □ □ PUNCT crl-24516 174 11 purchasing purchase VERB crl-24516 174 12 new new ADJ crl-24516 174 13 acquisitions acquisition NOUN crl-24516 174 14 □ □ PUNCT crl-24516 174 15 guiding guide VERB crl-24516 174 16 weeding weed VERB crl-24516 174 17 decisions decision NOUN crl-24516 174 18 □ □ PUNCT crl-24516 174 19 organizational organizational ADJ crl-24516 174 20 decision decision NOUN crl-24516 174 21 making make VERB crl-24516 174 22 □ □ PUNCT crl-24516 174 23 recommending recommend VERB crl-24516 174 24 materials material NOUN crl-24516 174 25 to to ADP crl-24516 174 26 patrons patron NOUN crl-24516 174 27 □ □ PUNCT crl-24516 174 28 other other ADJ crl-24516 174 29 ( ( PUNCT crl-24516 174 30 please please INTJ crl-24516 174 31 specify specify VERB crl-24516 174 32 ) ) PUNCT crl-24516 174 33 q12 q12 NOUN crl-24516 174 34 . . PUNCT crl-24516 175 1 do do AUX crl-24516 175 2 you you PRON crl-24516 175 3 have have VERB crl-24516 175 4 privacy privacy NOUN crl-24516 175 5 concerns concern NOUN crl-24516 175 6 about about ADP crl-24516 175 7 ai ai VERB crl-24516 175 8 in in ADP crl-24516 175 9 the the DET crl-24516 175 10 library library NOUN crl-24516 175 11 environment environment NOUN crl-24516 175 12 ? ? PUNCT crl-24516 176 1 □ □ PUNCT crl-24516 176 2 yes yes INTJ crl-24516 176 3 □ □ PUNCT crl-24516 176 4 no no DET crl-24516 176 5 □ □ NOUN crl-24516 176 6 i i PRON crl-24516 176 7 do do AUX crl-24516 176 8 n’t not PART crl-24516 176 9 know know VERB crl-24516 176 10 q13 q13 PROPN crl-24516 176 11 . . PUNCT crl-24516 177 1 do do AUX crl-24516 177 2 you you PRON crl-24516 177 3 believe believe VERB crl-24516 177 4 advanced advanced ADJ crl-24516 177 5 ai ai VERB crl-24516 177 6 will will AUX crl-24516 177 7 improve improve VERB crl-24516 177 8 the the DET crl-24516 177 9 lives life NOUN crl-24516 177 10 of of ADP crl-24516 177 11 people people NOUN crl-24516 177 12 ? ? PUNCT crl-24516 178 1 □ □ PUNCT crl-24516 178 2 yes yes INTJ crl-24516 178 3 □ □ PUNCT crl-24516 178 4 no no DET crl-24516 178 5 □ □ NOUN crl-24516 178 6 i i PRON crl-24516 178 7 do do AUX crl-24516 178 8 n’t not PART crl-24516 178 9 know know VERB crl-24516 178 10 q14 q14 PROPN crl-24516 178 11 . . PUNCT crl-24516 179 1 in in ADP crl-24516 179 2 general general ADJ crl-24516 179 3 , , PUNCT crl-24516 179 4 i i PRON crl-24516 179 5 believe believe VERB crl-24516 179 6 that that SCONJ crl-24516 179 7 the the DET crl-24516 179 8 major major ADJ crl-24516 179 9 computer computer NOUN crl-24516 179 10 / / SYM crl-24516 179 11 internet internet NOUN crl-24516 179 12 - - PUNCT crl-24516 179 13 based base VERB crl-24516 179 14 companies company NOUN crl-24516 179 15 and and CCONJ crl-24516 179 16 conglomerates conglomerate NOUN crl-24516 179 17 ( ( PUNCT crl-24516 179 18 like like ADP crl-24516 179 19 google google PROPN crl-24516 179 20 , , PUNCT crl-24516 179 21 facebook facebook PROPN crl-24516 179 22 , , PUNCT crl-24516 179 23 microsoft microsoft PROPN crl-24516 179 24 , , PUNCT crl-24516 179 25 apple apple PROPN crl-24516 179 26 , , PUNCT crl-24516 179 27 ibm ibm PROPN crl-24516 179 28 ) ) PUNCT crl-24516 179 29 contribute contribute VERB crl-24516 179 30 to to ADP crl-24516 179 31 the the DET crl-24516 179 32 good good NOUN crl-24516 179 33 of of ADP crl-24516 179 34 society society NOUN crl-24516 179 35 □ □ PUNCT crl-24516 179 36 yes yes INTJ crl-24516 179 37 □ □ PUNCT crl-24516 179 38 no no PRON crl-24516 179 39 □ □ NOUN crl-24516 179 40 i i PRON crl-24516 179 41 do do AUX crl-24516 179 42 n’t not PART crl-24516 179 43 know know VERB crl-24516 179 44 q15 q15 NOUN crl-24516 179 45 . . PUNCT crl-24516 180 1 in in ADP crl-24516 180 2 general general ADJ crl-24516 180 3 , , PUNCT crl-24516 180 4 i i PRON crl-24516 180 5 believe believe VERB crl-24516 180 6 that that SCONJ crl-24516 180 7 the the DET crl-24516 180 8 major major ADJ crl-24516 180 9 computer computer NOUN crl-24516 180 10 / / SYM crl-24516 180 11 internet internet NOUN crl-24516 180 12 - - PUNCT crl-24516 180 13 based base VERB crl-24516 180 14 companies company NOUN crl-24516 180 15 and and CCONJ crl-24516 180 16 conglomerates conglomerate NOUN crl-24516 180 17 ( ( PUNCT crl-24516 180 18 like like ADP crl-24516 180 19 google google PROPN crl-24516 180 20 , , PUNCT crl-24516 180 21 facebook facebook PROPN crl-24516 180 22 , , PUNCT crl-24516 180 23 microsoft microsoft PROPN crl-24516 180 24 , , PUNCT crl-24516 180 25 apple apple PROPN crl-24516 180 26 , , PUNCT crl-24516 180 27 ibm ibm PROPN crl-24516 180 28 ) ) PUNCT crl-24516 180 29 contribute contribute VERB crl-24516 180 30 to to ADP crl-24516 180 31 the the DET crl-24516 180 32 good good NOUN crl-24516 180 33 of of ADP crl-24516 180 34 libraries library NOUN crl-24516 180 35 □ □ PUNCT crl-24516 180 36 yes yes INTJ crl-24516 180 37 □ □ PUNCT crl-24516 180 38 no no DET crl-24516 180 39 □ □ NOUN crl-24516 180 40 i i PRON crl-24516 180 41 do do AUX crl-24516 180 42 n’t not PART crl-24516 180 43 know know VERB crl-24516 180 44 880 880 NUM crl-24516 180 45 college college PROPN crl-24516 180 46 & & CCONJ crl-24516 180 47 research research PROPN crl-24516 180 48 libraries library NOUN crl-24516 180 49 july july PROPN crl-24516 180 50 2020 2020 NUM crl-24516 180 51 q16 q16 NOUN crl-24516 180 52 . . PUNCT crl-24516 181 1 do do AUX crl-24516 181 2 you you PRON crl-24516 181 3 believe believe VERB crl-24516 181 4 the the DET crl-24516 181 5 rise rise NOUN crl-24516 181 6 of of ADP crl-24516 181 7 “ " PUNCT crl-24516 181 8 fake fake ADJ crl-24516 181 9 news news NOUN crl-24516 181 10 ” " PUNCT crl-24516 181 11 is be AUX crl-24516 181 12 related relate VERB crl-24516 181 13 to to ADP crl-24516 181 14 the the DET crl-24516 181 15 emergence emergence NOUN crl-24516 181 16 of of ADP crl-24516 181 17 major major ADJ crl-24516 181 18 computer/ computer/ NUM crl-24516 181 19 internet internet NOUN crl-24516 181 20 - - PUNCT crl-24516 181 21 based base VERB crl-24516 181 22 companies company NOUN crl-24516 181 23 and and CCONJ crl-24516 181 24 conglomerates conglomerate NOUN crl-24516 181 25 ( ( PUNCT crl-24516 181 26 like like ADP crl-24516 181 27 google google PROPN crl-24516 181 28 , , PUNCT crl-24516 181 29 facebook facebook PROPN crl-24516 181 30 , , PUNCT crl-24516 181 31 microsoft microsoft PROPN crl-24516 181 32 , , PUNCT crl-24516 181 33 apple apple PROPN crl-24516 181 34 , , PUNCT crl-24516 181 35 ibm ibm PROPN crl-24516 181 36 ) ) PUNCT crl-24516 181 37 ? ? PUNCT crl-24516 182 1 □ □ PUNCT crl-24516 182 2 yes yes INTJ crl-24516 182 3 □ □ PUNCT crl-24516 182 4 no no DET crl-24516 182 5 □ □ NOUN crl-24516 182 6 i i PRON crl-24516 182 7 do do AUX crl-24516 182 8 n’t not PART crl-24516 182 9 know know VERB crl-24516 182 10 notes note NOUN crl-24516 182 11 1 1 NUM crl-24516 182 12 . . PROPN crl-24516 182 13 waqar waqar PROPN crl-24516 182 14 ahmed ahmed PROPN crl-24516 182 15 , , PUNCT crl-24516 182 16 “ " PUNCT crl-24516 182 17 third third ADJ crl-24516 182 18 generation generation NOUN crl-24516 182 19 of of ADP crl-24516 182 20 the the DET crl-24516 182 21 web web NOUN crl-24516 182 22 : : PUNCT crl-24516 182 23 libraries library NOUN crl-24516 182 24 , , PUNCT crl-24516 182 25 librarians librarian NOUN crl-24516 182 26 and and CCONJ crl-24516 182 27 web web NOUN crl-24516 182 28 3.0 3.0 NUM crl-24516 182 29 , , PUNCT crl-24516 182 30 ” " PUNCT crl-24516 182 31 library library NOUN crl-24516 182 32 hi hi INTJ crl-24516 182 33 tech tech PROPN crl-24516 182 34 news news PROPN crl-24516 182 35 32 32 NUM crl-24516 182 36 , , PUNCT crl-24516 182 37 no no NOUN crl-24516 182 38 . . NOUN crl-24516 182 39 4 4 NUM crl-24516 182 40 ( ( PUNCT crl-24516 182 41 2015 2015 NUM crl-24516 182 42 ): ): PUNCT crl-24516 182 43 6–8 6–8 NUM crl-24516 182 44 ; ; PUNCT crl-24516 182 45 nancy nancy PROPN crl-24516 182 46 b. b. PROPN crl-24516 182 47 talley talley PROPN crl-24516 182 48 , , PUNCT crl-24516 182 49 “ " PUNCT crl-24516 182 50 imagining imagine VERB crl-24516 182 51 the the DET crl-24516 182 52 use use NOUN crl-24516 182 53 of of ADP crl-24516 182 54 intelligent intelligent ADJ crl-24516 182 55 agents agent NOUN crl-24516 182 56 and and CCONJ crl-24516 182 57 artificial artificial ADJ crl-24516 182 58 intelligence intelligence NOUN crl-24516 182 59 in in ADP crl-24516 182 60 academic academic ADJ crl-24516 182 61 law law NOUN crl-24516 182 62 libraries library NOUN crl-24516 182 63 , , PUNCT crl-24516 182 64 ” " PUNCT crl-24516 182 65 law law NOUN crl-24516 182 66 library library NOUN crl-24516 182 67 journal journal PROPN crl-24516 182 68 108 108 NUM crl-24516 182 69 , , PUNCT crl-24516 182 70 no no NOUN crl-24516 182 71 . . NOUN crl-24516 182 72 3 3 NUM crl-24516 182 73 ( ( PUNCT crl-24516 182 74 2016 2016 NUM crl-24516 182 75 ): ): PUNCT crl-24516 182 76 384–402 384–402 NUM crl-24516 182 77 ; ; PUNCT crl-24516 182 78 andrew andrew PROPN crl-24516 182 79 m. m. PROPN crl-24516 182 80 cox cox PROPN crl-24516 183 1 et et PROPN crl-24516 184 1 al al PROPN crl-24516 184 2 . . PROPN crl-24516 184 3 , , PUNCT crl-24516 184 4 “ " PUNCT crl-24516 184 5 maturing mature VERB crl-24516 184 6 research research NOUN crl-24516 184 7 data datum NOUN crl-24516 184 8 services service NOUN crl-24516 184 9 and and CCONJ crl-24516 184 10 the the DET crl-24516 184 11 transformation transformation NOUN crl-24516 184 12 of of ADP crl-24516 184 13 academic academic ADJ crl-24516 184 14 libraries library NOUN crl-24516 184 15 , , PUNCT crl-24516 184 16 ” " PUNCT crl-24516 184 17 journal journal NOUN crl-24516 184 18 of of ADP crl-24516 184 19 documentation documentation NOUN crl-24516 184 20 75 75 NUM crl-24516 184 21 , , PUNCT crl-24516 184 22 no no NOUN crl-24516 184 23 . . NOUN crl-24516 184 24 6 6 NUM crl-24516 184 25 ( ( PUNCT crl-24516 184 26 2019 2019 NUM crl-24516 184 27 ): ): PUNCT crl-24516 184 28 1432–62 1432–62 NUM crl-24516 184 29 . . PROPN crl-24516 184 30 2 2 X crl-24516 184 31 . . PROPN crl-24516 184 32 bernard bernard PROPN crl-24516 184 33 marr marr PROPN crl-24516 184 34 , , PUNCT crl-24516 184 35 “ " PUNCT crl-24516 184 36 the the DET crl-24516 184 37 key key ADJ crl-24516 184 38 definitions definition NOUN crl-24516 184 39 of of ADP crl-24516 184 40 artificial artificial ADJ crl-24516 184 41 intelligence intelligence NOUN crl-24516 184 42 that that PRON crl-24516 184 43 explain explain VERB crl-24516 184 44 its its PRON crl-24516 184 45 importance importance NOUN crl-24516 184 46 , , PUNCT crl-24516 184 47 ” " PUNCT crl-24516 184 48 forbes forbe NOUN crl-24516 184 49 , , PUNCT crl-24516 184 50 available available ADJ crl-24516 184 51 at at ADP crl-24516 184 52 https://www.forbes.com/sites/bernardmarr/2018/02/14/the-key-definitions-of-artificial-intelligence-ai-thatexplain-its-importance/#3e94804d4f5d https://www.forbes.com/sites/bernardmarr/2018/02/14/the-key-definitions-of-artificial-intelligence-ai-thatexplain-its-importance/#3e94804d4f5d NOUN crl-24516 184 53 [ [ X crl-24516 184 54 accessed access VERB crl-24516 184 55 september september PROPN crl-24516 184 56 20 20 NUM crl-24516 184 57 , , PUNCT crl-24516 184 58 2019 2019 NUM crl-24516 184 59 ] ] PUNCT crl-24516 184 60 . . PUNCT crl-24516 185 1 3 3 X crl-24516 185 2 . . PROPN crl-24516 185 3 stuart stuart PROPN crl-24516 185 4 j. j. PROPN crl-24516 185 5 russell russell PROPN crl-24516 185 6 and and CCONJ crl-24516 185 7 peter peter PROPN crl-24516 185 8 norvig norvig PROPN crl-24516 185 9 , , PUNCT crl-24516 185 10 artificial artificial ADJ crl-24516 185 11 intelligence intelligence NOUN crl-24516 185 12 : : PUNCT crl-24516 185 13 a a DET crl-24516 185 14 modern modern ADJ crl-24516 185 15 approach approach NOUN crl-24516 185 16 ( ( PUNCT crl-24516 185 17 london london PROPN crl-24516 185 18 , , PUNCT crl-24516 185 19 uk uk PROPN crl-24516 185 20 : : PUNCT crl-24516 185 21 pearson pearson PROPN crl-24516 185 22 , , PUNCT crl-24516 185 23 2016 2016 NUM crl-24516 185 24 ) ) PUNCT crl-24516 185 25 , , PUNCT crl-24516 185 26 1–3 1–3 NUM crl-24516 185 27 . . PROPN crl-24516 186 1 4 4 X crl-24516 186 2 . . X crl-24516 186 3 andrew andrew PROPN crl-24516 186 4 m. m. PROPN crl-24516 186 5 cox cox PROPN crl-24516 186 6 , , PUNCT crl-24516 186 7 stephen stephen PROPN crl-24516 186 8 pinfield pinfield PROPN crl-24516 186 9 , , PUNCT crl-24516 186 10 and and CCONJ crl-24516 186 11 sophie sophie NOUN crl-24516 186 12 rutter rutter NOUN crl-24516 186 13 , , PUNCT crl-24516 186 14 “ " PUNCT crl-24516 186 15 the the DET crl-24516 186 16 intelligent intelligent ADJ crl-24516 186 17 library library NOUN crl-24516 186 18 : : PUNCT crl-24516 186 19 thought think VERB crl-24516 186 20 leaders leader NOUN crl-24516 186 21 ’ ’ PART crl-24516 186 22 view view NOUN crl-24516 186 23 on on ADP crl-24516 186 24 the the DET crl-24516 186 25 likely likely ADJ crl-24516 186 26 impact impact NOUN crl-24516 186 27 of of ADP crl-24516 186 28 artificial artificial ADJ crl-24516 186 29 intelligence intelligence NOUN crl-24516 186 30 on on ADP crl-24516 186 31 academic academic ADJ crl-24516 186 32 libraries library NOUN crl-24516 186 33 , , PUNCT crl-24516 186 34 ” " PUNCT crl-24516 186 35 library library NOUN crl-24516 186 36 hi hi INTJ crl-24516 186 37 tech tech PROPN crl-24516 186 38 37 37 NUM crl-24516 186 39 , , PUNCT crl-24516 186 40 no no NOUN crl-24516 186 41 . . NOUN crl-24516 186 42 3 3 NUM crl-24516 186 43 ( ( PUNCT crl-24516 186 44 2019 2019 NUM crl-24516 186 45 ): ): PUNCT crl-24516 186 46 418–35 418–35 PROPN crl-24516 186 47 . . PUNCT crl-24516 187 1 5 5 X crl-24516 187 2 . . X crl-24516 187 3 luke luke PROPN crl-24516 187 4 tredinnick tredinnick NOUN crl-24516 187 5 , , PUNCT crl-24516 187 6 “ " PUNCT crl-24516 187 7 artificial artificial ADJ crl-24516 187 8 intelligence intelligence NOUN crl-24516 187 9 and and CCONJ crl-24516 187 10 professional professional ADJ crl-24516 187 11 roles role NOUN crl-24516 187 12 , , PUNCT crl-24516 187 13 ” " PUNCT crl-24516 187 14 business business NOUN crl-24516 187 15 information information NOUN crl-24516 187 16 review review NOUN crl-24516 187 17 34 34 NUM crl-24516 187 18 , , PUNCT crl-24516 187 19 no no NOUN crl-24516 187 20 . . NOUN crl-24516 187 21 1 1 NUM crl-24516 187 22 ( ( PUNCT crl-24516 187 23 2017 2017 NUM crl-24516 187 24 ): ): PUNCT crl-24516 187 25 37–41 37–41 NUM crl-24516 187 26 . . NUM crl-24516 187 27 6 6 NUM crl-24516 187 28 . . X crl-24516 188 1 keith keith PROPN crl-24516 188 2 frankish frankish PROPN crl-24516 188 3 and and CCONJ crl-24516 188 4 william william PROPN crl-24516 188 5 m. m. PROPN crl-24516 188 6 ramsey ramsey PROPN crl-24516 188 7 , , PUNCT crl-24516 188 8 the the DET crl-24516 188 9 cambridge cambridge PROPN crl-24516 188 10 handbook handbook NOUN crl-24516 188 11 of of ADP crl-24516 188 12 artificial artificial ADJ crl-24516 188 13 intelligence intelligence NOUN crl-24516 188 14 ( ( PUNCT crl-24516 188 15 cambridge cambridge PROPN crl-24516 188 16 , , PUNCT crl-24516 188 17 uk uk PROPN crl-24516 188 18 : : PUNCT crl-24516 188 19 cambridge cambridge PROPN crl-24516 188 20 university university PROPN crl-24516 188 21 press press NOUN crl-24516 188 22 , , PUNCT crl-24516 188 23 2014 2014 NUM crl-24516 188 24 ) ) PUNCT crl-24516 188 25 , , PUNCT crl-24516 188 26 1 1 NUM crl-24516 188 27 . . NUM crl-24516 188 28 7 7 NUM crl-24516 188 29 . . X crl-24516 188 30 isaiah isaiah PROPN crl-24516 188 31 m. m. PROPN crl-24516 188 32 omame omame PROPN crl-24516 188 33 and and CCONJ crl-24516 188 34 juliet juliet PROPN crl-24516 188 35 alex alex PROPN crl-24516 188 36 - - PUNCT crl-24516 188 37 nmeche nmeche NOUN crl-24516 188 38 , , PUNCT crl-24516 188 39 “ " PUNCT crl-24516 188 40 artificial artificial ADJ crl-24516 188 41 intelligence intelligence NOUN crl-24516 188 42 in in ADP crl-24516 188 43 libraries library NOUN crl-24516 188 44 , , PUNCT crl-24516 188 45 ” " PUNCT crl-24516 188 46 manuscript manuscript NOUN crl-24516 188 47 in in ADP crl-24516 188 48 preparation preparation NOUN crl-24516 188 49 . . PUNCT crl-24516 189 1 8 8 X crl-24516 189 2 . . PROPN crl-24516 189 3 russell russell PROPN crl-24516 189 4 and and CCONJ crl-24516 189 5 norvig norvig NOUN crl-24516 189 6 , , PUNCT crl-24516 189 7 artificial artificial ADJ crl-24516 189 8 intelligence intelligence NOUN crl-24516 189 9 : : PUNCT crl-24516 189 10 a a DET crl-24516 189 11 modern modern ADJ crl-24516 189 12 approach approach NOUN crl-24516 189 13 . . PUNCT crl-24516 190 1 9 9 X crl-24516 190 2 . . X crl-24516 190 3 ajay ajay PROPN crl-24516 190 4 agrawal agrawal NOUN crl-24516 190 5 , , PUNCT crl-24516 190 6 “ " PUNCT crl-24516 190 7 the the DET crl-24516 190 8 economics economic NOUN crl-24516 190 9 of of ADP crl-24516 190 10 artificial artificial ADJ crl-24516 190 11 intelligence intelligence NOUN crl-24516 190 12 , , PUNCT crl-24516 190 13 ” " PUNCT crl-24516 190 14 the the DET crl-24516 190 15 national national PROPN crl-24516 190 16 bureau bureau PROPN crl-24516 190 17 of of ADP crl-24516 190 18 economic economic ADJ crl-24516 190 19 research research NOUN crl-24516 190 20 , , PUNCT crl-24516 190 21 available available ADJ crl-24516 190 22 at at ADP crl-24516 190 23 https://conference.nber.org/conferences/2017/aif17/summary.html https://conference.nber.org/conferences/2017/aif17/summary.html PROPN crl-24516 190 24 [ [ PUNCT crl-24516 190 25 accessed access VERB crl-24516 190 26 may may AUX crl-24516 190 27 20 20 NUM crl-24516 190 28 , , PUNCT crl-24516 190 29 2019 2019 NUM crl-24516 190 30 ] ] PUNCT crl-24516 190 31 . . PUNCT crl-24516 191 1 10 10 NUM crl-24516 191 2 . . PUNCT crl-24516 191 3 f. f. PROPN crl-24516 191 4 wilfrid wilfrid PROPN crl-24516 191 5 lancaster lancaster PROPN crl-24516 191 6 , , PUNCT crl-24516 191 7 uses use VERB crl-24516 191 8 of of ADP crl-24516 191 9 computers computer NOUN crl-24516 191 10 in in ADP crl-24516 191 11 literature literature NOUN crl-24516 191 12 searching search VERB crl-24516 191 13 and and CCONJ crl-24516 191 14 related related ADJ crl-24516 191 15 activities activity NOUN crl-24516 191 16 in in ADP crl-24516 191 17 libraries library NOUN crl-24516 191 18 ( ( PUNCT crl-24516 191 19 champaign champaign NOUN crl-24516 191 20 , , PUNCT crl-24516 191 21 il il PROPN crl-24516 191 22 : : PUNCT crl-24516 191 23 university university PROPN crl-24516 191 24 of of ADP crl-24516 191 25 illinois illinois PROPN crl-24516 191 26 , , PUNCT crl-24516 191 27 1975 1975 NUM crl-24516 191 28 ) ) PUNCT crl-24516 191 29 ; ; PUNCT crl-24516 191 30 f. f. PROPN crl-24516 191 31 wilfrid wilfrid PROPN crl-24516 191 32 lancaster lancaster PROPN crl-24516 191 33 , , PUNCT crl-24516 191 34 libraries library NOUN crl-24516 191 35 and and CCONJ crl-24516 191 36 the the DET crl-24516 191 37 future future NOUN crl-24516 191 38 : : PUNCT crl-24516 191 39 essays essay NOUN crl-24516 191 40 on on ADP crl-24516 191 41 the the DET crl-24516 191 42 library library NOUN crl-24516 191 43 in in ADP crl-24516 191 44 the the DET crl-24516 191 45 twentyfirst twentyfirst ADJ crl-24516 191 46 century century NOUN crl-24516 191 47 ( ( PUNCT crl-24516 191 48 abingdon abingdon PROPN crl-24516 191 49 , , PUNCT crl-24516 191 50 uk uk PROPN crl-24516 191 51 : : PUNCT crl-24516 191 52 routledge routledge PROPN crl-24516 191 53 , , PUNCT crl-24516 191 54 1993 1993 NUM crl-24516 191 55 ) ) PUNCT crl-24516 191 56 . . PUNCT crl-24516 192 1 11 11 NUM crl-24516 192 2 . . PUNCT crl-24516 193 1 tom tom PROPN crl-24516 193 2 surprenant surprenant PROPN crl-24516 193 3 , , PUNCT crl-24516 193 4 “ " PUNCT crl-24516 193 5 future future ADJ crl-24516 193 6 libraries library NOUN crl-24516 193 7 , , PUNCT crl-24516 193 8 ” " PUNCT crl-24516 193 9 wilson wilson PROPN crl-24516 193 10 library library PROPN crl-24516 193 11 bulletin bulletin PROPN crl-24516 193 12 58 58 NUM crl-24516 193 13 ( ( PUNCT crl-24516 193 14 1983 1983 NUM crl-24516 193 15 ): ): PUNCT crl-24516 193 16 207 207 NUM crl-24516 193 17 . . NUM crl-24516 194 1 12 12 NUM crl-24516 194 2 . . PUNCT crl-24516 195 1 linda linda PROPN crl-24516 195 2 c. c. PROPN crl-24516 195 3 smith smith PROPN crl-24516 195 4 , , PUNCT crl-24516 195 5 “ " PUNCT crl-24516 195 6 artificial artificial ADJ crl-24516 195 7 intelligence intelligence NOUN crl-24516 195 8 and and CCONJ crl-24516 195 9 information information NOUN crl-24516 195 10 retrieval retrieval NOUN crl-24516 195 11 , , PUNCT crl-24516 195 12 ” " PUNCT crl-24516 195 13 annual annual ADJ crl-24516 195 14 review review NOUN crl-24516 195 15 of of ADP crl-24516 195 16 information information NOUN crl-24516 195 17 science science NOUN crl-24516 195 18 and and CCONJ crl-24516 195 19 technology technology NOUN crl-24516 195 20 22 22 NUM crl-24516 195 21 ( ( PUNCT crl-24516 195 22 1987 1987 NUM crl-24516 195 23 ): ): PUNCT crl-24516 195 24 41–77 41–77 NUM crl-24516 195 25 . . PROPN crl-24516 195 26 13 13 NUM crl-24516 195 27 . . PUNCT crl-24516 196 1 john john PROPN crl-24516 196 2 a. a. PROPN crl-24516 196 3 mess mess PROPN crl-24516 196 4 , , PUNCT crl-24516 196 5 “ " PUNCT crl-24516 196 6 artificial artificial ADJ crl-24516 196 7 intelligence intelligence NOUN crl-24516 196 8 in in ADP crl-24516 196 9 information information NOUN crl-24516 196 10 services service NOUN crl-24516 196 11 : : PUNCT crl-24516 196 12 revolution revolution NOUN crl-24516 196 13 or or CCONJ crl-24516 196 14 survival survival NOUN crl-24516 196 15 ? ? PUNCT crl-24516 196 16 ” " PUNCT crl-24516 196 17 proceedings proceeding NOUN crl-24516 196 18 of of ADP crl-24516 196 19 the the DET crl-24516 196 20 1991 1991 NUM crl-24516 196 21 iatul iatul NOUN crl-24516 196 22 conference conference NOUN crl-24516 196 23 ( ( PUNCT crl-24516 196 24 1991 1991 NUM crl-24516 196 25 ): ): PUNCT crl-24516 196 26 paper paper NOUN crl-24516 196 27 8 8 NUM crl-24516 196 28 , , PUNCT crl-24516 196 29 https://docs.lib.purdue.edu/cgi/viewcontent.cgi?article=1143&context=iatul https://docs.lib.purdue.edu/cgi/viewcontent.cgi?article=1143&context=iatul PROPN crl-24516 196 30 . . PROPN crl-24516 196 31 14 14 NUM crl-24516 196 32 . . PUNCT crl-24516 197 1 asefeh asefeh PROPN crl-24516 197 2 asemi asemi PROPN crl-24516 197 3 and and CCONJ crl-24516 197 4 adeleh adeleh PROPN crl-24516 197 5 asemi asemi PROPN crl-24516 197 6 , , PUNCT crl-24516 197 7 “ " PUNCT crl-24516 197 8 artificial artificial ADJ crl-24516 197 9 intelligence intelligence NOUN crl-24516 197 10 application application NOUN crl-24516 197 11 in in ADP crl-24516 197 12 library library NOUN crl-24516 197 13 systems system NOUN crl-24516 197 14 in in ADP crl-24516 197 15 iran iran PROPN crl-24516 197 16 : : PUNCT crl-24516 197 17 a a DET crl-24516 197 18 taxonomy taxonomy NOUN crl-24516 197 19 study study NOUN crl-24516 197 20 , , PUNCT crl-24516 197 21 ” " PUNCT crl-24516 197 22 library library NOUN crl-24516 197 23 philosophy philosophy NOUN crl-24516 197 24 and and CCONJ crl-24516 197 25 practice practice NOUN crl-24516 197 26 ( ( PUNCT crl-24516 197 27 december december PROPN crl-24516 197 28 2018 2018 NUM crl-24516 197 29 ): ): PUNCT crl-24516 197 30 1840 1840 NUM crl-24516 197 31 , , PUNCT crl-24516 197 32 https://digitalcommons.unl.edu/libphilprac/1840 https://digitalcommons.unl.edu/libphilprac/1840 NOUN crl-24516 197 33 . . PUNCT crl-24516 198 1 15 15 NUM crl-24516 198 2 . . PUNCT crl-24516 198 3 nancy nancy PROPN crl-24516 198 4 b. b. PROPN crl-24516 198 5 talley talley PROPN crl-24516 198 6 , , PUNCT crl-24516 198 7 “ " PUNCT crl-24516 198 8 imagining imagine VERB crl-24516 198 9 the the DET crl-24516 198 10 use use NOUN crl-24516 198 11 of of ADP crl-24516 198 12 intelligent intelligent ADJ crl-24516 198 13 agents agent NOUN crl-24516 198 14 and and CCONJ crl-24516 198 15 artificial artificial ADJ crl-24516 198 16 intelligence intelligence NOUN crl-24516 198 17 in in ADP crl-24516 198 18 academic academic ADJ crl-24516 198 19 law law NOUN crl-24516 198 20 libraries library NOUN crl-24516 198 21 , , PUNCT crl-24516 198 22 ” " PUNCT crl-24516 198 23 law law NOUN crl-24516 198 24 library library NOUN crl-24516 198 25 journal journal PROPN crl-24516 198 26 108 108 NUM crl-24516 198 27 , , PUNCT crl-24516 198 28 no no NOUN crl-24516 198 29 . . NOUN crl-24516 198 30 3 3 NUM crl-24516 198 31 ( ( PUNCT crl-24516 198 32 2016 2016 NUM crl-24516 198 33 ): ): PUNCT crl-24516 198 34 383–402 383–402 NUM crl-24516 198 35 , , PUNCT crl-24516 198 36 https://doi.org/https://doi.org/10.7282/t3z03c65 https://doi.org/https://doi.org/10.7282/t3z03c65 PROPN crl-24516 198 37 . . PUNCT crl-24516 199 1 16 16 NUM crl-24516 199 2 . . PUNCT crl-24516 200 1 thomas thomas PROPN crl-24516 200 2 finley finley PROPN crl-24516 200 3 , , PUNCT crl-24516 200 4 “ " PUNCT crl-24516 200 5 the the DET crl-24516 200 6 democratization democratization NOUN crl-24516 200 7 of of ADP crl-24516 200 8 artificial artificial ADJ crl-24516 200 9 intelligence intelligence NOUN crl-24516 200 10 : : PUNCT crl-24516 200 11 one one NUM crl-24516 200 12 library library NOUN crl-24516 200 13 ’s ’s PART crl-24516 200 14 approach approach NOUN crl-24516 200 15 , , PUNCT crl-24516 200 16 ” " PUNCT crl-24516 200 17 information information NOUN crl-24516 200 18 technology technology NOUN crl-24516 200 19 and and CCONJ crl-24516 200 20 libraries librarie VERB crl-24516 200 21 38 38 NUM crl-24516 200 22 , , PUNCT crl-24516 200 23 no no NOUN crl-24516 200 24 . . NOUN crl-24516 200 25 1 1 NUM crl-24516 200 26 ( ( PUNCT crl-24516 200 27 march march PROPN crl-24516 200 28 2019 2019 NUM crl-24516 200 29 ): ): PUNCT crl-24516 200 30 8–13 8–13 PROPN crl-24516 200 31 , , PUNCT crl-24516 200 32 https://doi.org/10.6017/ital.v38i1.10974 https://doi.org/10.6017/ital.v38i1.10974 NUM crl-24516 200 33 . . PUNCT crl-24516 201 1 17 17 NUM crl-24516 201 2 . . PUNCT crl-24516 202 1 barbara barbara PROPN crl-24516 202 2 a. a. PROPN crl-24516 202 3 wood wood PROPN crl-24516 202 4 and and CCONJ crl-24516 202 5 david david PROPN crl-24516 202 6 evans evans PROPN crl-24516 202 7 , , PUNCT crl-24516 202 8 “ " PUNCT crl-24516 202 9 librarians librarian VERB crl-24516 202 10 ’ ' PUNCT crl-24516 202 11 perceptions perception NOUN crl-24516 202 12 of of ADP crl-24516 202 13 artificial artificial ADJ crl-24516 202 14 intelligence intelligence NOUN crl-24516 202 15 and and CCONJ crl-24516 202 16 its its PRON crl-24516 202 17 potential potential ADJ crl-24516 202 18 impact impact NOUN crl-24516 202 19 on on ADP crl-24516 202 20 the the DET crl-24516 202 21 profession profession NOUN crl-24516 202 22 , , PUNCT crl-24516 202 23 ” " PUNCT crl-24516 202 24 computers computer NOUN crl-24516 202 25 in in ADP crl-24516 202 26 libraries library NOUN crl-24516 202 27 38 38 NUM crl-24516 202 28 , , PUNCT crl-24516 202 29 no no NOUN crl-24516 202 30 . . NOUN crl-24516 202 31 1 1 NUM crl-24516 202 32 ( ( PUNCT crl-24516 202 33 2018 2018 NUM crl-24516 202 34 ) ) PUNCT crl-24516 202 35 , , PUNCT crl-24516 202 36 http://www.infotoday.com/cilmag/jan18/woodevans--librarians-perceptions-of-artificial-intelligence.shtml http://www.infotoday.com/cilmag/jan18/woodevans--librarians-perceptions-of-artificial-intelligence.shtml PROPN crl-24516 202 37 . . PROPN crl-24516 203 1 18 18 NUM crl-24516 203 2 . . X crl-24516 203 3 wood wood NOUN crl-24516 203 4 and and CCONJ crl-24516 203 5 evans evan NOUN crl-24516 203 6 , , PUNCT crl-24516 203 7 “ " PUNCT crl-24516 203 8 librarians librarian VERB crl-24516 203 9 ’ ' PUNCT crl-24516 203 10 perceptions perception NOUN crl-24516 203 11 of of ADP crl-24516 203 12 artificial artificial ADJ crl-24516 203 13 intelligence intelligence NOUN crl-24516 203 14 and and CCONJ crl-24516 203 15 its its PRON crl-24516 203 16 potential potential ADJ crl-24516 203 17 impact impact NOUN crl-24516 203 18 on on ADP crl-24516 203 19 the the DET crl-24516 203 20 profession profession NOUN crl-24516 203 21 . . PUNCT crl-24516 203 22 ” " PUNCT crl-24516 204 1 19 19 NUM crl-24516 204 2 . . PUNCT crl-24516 204 3 cox cox PROPN crl-24516 204 4 , , PUNCT crl-24516 204 5 pinfield pinfield PROPN crl-24516 204 6 , , PUNCT crl-24516 204 7 and and CCONJ crl-24516 204 8 rutter rutter ADV crl-24516 204 9 , , PUNCT crl-24516 204 10 “ " PUNCT crl-24516 204 11 the the DET crl-24516 204 12 intelligent intelligent ADJ crl-24516 204 13 library library NOUN crl-24516 204 14 . . PUNCT crl-24516 204 15 ” " PUNCT crl-24516 205 1 20 20 NUM crl-24516 205 2 . . PUNCT crl-24516 205 3 cox cox PROPN crl-24516 205 4 , , PUNCT crl-24516 205 5 pinfield pinfield PROPN crl-24516 205 6 , , PUNCT crl-24516 205 7 and and CCONJ crl-24516 205 8 rutter rutter ADV crl-24516 205 9 , , PUNCT crl-24516 205 10 “ " PUNCT crl-24516 205 11 the the DET crl-24516 205 12 intelligent intelligent ADJ crl-24516 205 13 library library NOUN crl-24516 205 14 , , PUNCT crl-24516 205 15 ” " PUNCT crl-24516 205 16 418 418 NUM crl-24516 205 17 . . PUNCT crl-24516 206 1 21 21 NUM crl-24516 206 2 . . PUNCT crl-24516 207 1 loida loida PROPN crl-24516 207 2 garcia garcia PROPN crl-24516 207 3 - - PUNCT crl-24516 207 4 febo febo PROPN crl-24516 207 5 , , PUNCT crl-24516 207 6 “ " PUNCT crl-24516 207 7 exploring explore VERB crl-24516 207 8 ai ai NOUN crl-24516 207 9 : : PUNCT crl-24516 207 10 how how SCONJ crl-24516 207 11 libraries library NOUN crl-24516 207 12 are be AUX crl-24516 207 13 starting start VERB crl-24516 207 14 to to PART crl-24516 207 15 apply apply VERB crl-24516 207 16 artificial artificial ADJ crl-24516 207 17 intelligence intelligence NOUN crl-24516 207 18 in in ADP crl-24516 207 19 their their PRON crl-24516 207 20 work work NOUN crl-24516 207 21 , , PUNCT crl-24516 207 22 ” " PUNCT crl-24516 207 23 american american ADJ crl-24516 207 24 libraries library NOUN crl-24516 207 25 ( ( PUNCT crl-24516 207 26 march march PROPN crl-24516 207 27 2019 2019 NUM crl-24516 207 28 ) ) PUNCT crl-24516 207 29 , , PUNCT crl-24516 207 30 https://americanlibrariesmagazine.org/2019/03/01/exploring-ai/. https://americanlibrariesmagazine.org/2019/03/01/exploring-ai/. SYM crl-24516 207 31 22 22 NUM crl-24516 207 32 . . PUNCT crl-24516 208 1 geoff geoff PROPN crl-24516 208 2 mulgan mulgan PROPN crl-24516 208 3 , , PUNCT crl-24516 208 4 “ " PUNCT crl-24516 208 5 the the DET crl-24516 208 6 theoretical theoretical ADJ crl-24516 208 7 foundations foundation NOUN crl-24516 208 8 of of ADP crl-24516 208 9 social social ADJ crl-24516 208 10 innovation innovation NOUN crl-24516 208 11 , , PUNCT crl-24516 208 12 ” " PUNCT crl-24516 208 13 in in ADP crl-24516 208 14 social social ADJ crl-24516 208 15 innovation innovation NOUN crl-24516 208 16 ( ( PUNCT crl-24516 208 17 london london PROPN crl-24516 208 18 , , PUNCT crl-24516 208 19 uk uk PROPN crl-24516 208 20 : : PUNCT crl-24516 208 21 palgrave palgrave PROPN crl-24516 208 22 macmillan macmillan PROPN crl-24516 208 23 , , PUNCT crl-24516 208 24 2012 2012 NUM crl-24516 208 25 ) ) PUNCT crl-24516 208 26 , , PUNCT crl-24516 208 27 33–65 33–65 NUM crl-24516 208 28 . . PUNCT crl-24516 208 29 https://www.forbes.com/sites/bernardmarr/2018/02/14/the-key-definitions-of-artificial-intelligence-ai-that-explain-its-importance/#3e94804d4f5d https://www.forbes.com/sites/bernardmarr/2018/02/14/the-key-definitions-of-artificial-intelligence-ai-that-explain-its-importance/#3e94804d4f5d PROPN crl-24516 208 30 https://www.forbes.com/sites/bernardmarr/2018/02/14/the-key-definitions-of-artificial-intelligence-ai-that-explain-its-importance/#3e94804d4f5d https://www.forbes.com/sites/bernardmarr/2018/02/14/the-key-definitions-of-artificial-intelligence-ai-that-explain-its-importance/#3e94804d4f5d PROPN crl-24516 208 31 https://conference.nber.org/conferences/2017/aif17/summary.html https://conference.nber.org/conferences/2017/aif17/summary.html PROPN crl-24516 209 1 https://docs.lib.purdue.edu/cgi/viewcontent.cgi?article=1143&context=iatul https://docs.lib.purdue.edu/cgi/viewcontent.cgi?article=1143&context=iatul PROPN crl-24516 209 2 https://digitalcommons.unl.edu/libphilprac/1840 https://digitalcommons.unl.edu/libphilprac/1840 PROPN crl-24516 209 3 https://digitalcommons.unl.edu/libphilprac/1840 https://digitalcommons.unl.edu/libphilprac/1840 PROPN crl-24516 209 4 https://doi.org/https https://doi.org/https PROPN crl-24516 209 5 http://doi.org/10.7282/t3z03c65 http://doi.org/10.7282/t3z03c65 PROPN crl-24516 209 6 https://doi.org/10.6017/ital.v38i1.10974 https://doi.org/10.6017/ital.v38i1.10974 X crl-24516 209 7 http://www.infotoday.com/cilmag/jan18/wood-evans--librarians-perceptions-of-artificial-intelligence.shtml http://www.infotoday.com/cilmag/jan18/wood-evans--librarians-perceptions-of-artificial-intelligence.shtml NOUN crl-24516 209 8 http://www.infotoday.com/cilmag/jan18/wood-evans--librarians-perceptions-of-artificial-intelligence.shtml http://www.infotoday.com/cilmag/jan18/wood-evans--librarians-perceptions-of-artificial-intelligence.shtml PART crl-24516 209 9 https://americanlibrariesmagazine.org/2019/03/01/exploring-ai/ https://americanlibrariesmagazine.org/2019/03/01/exploring-ai/ ADJ crl-24516 209 10 perceptions perception NOUN crl-24516 209 11 toward toward ADP crl-24516 209 12 artificial artificial ADJ crl-24516 209 13 intelligence intelligence NOUN crl-24516 209 14 881 881 NUM crl-24516 209 15 23 23 NUM crl-24516 209 16 . . PUNCT crl-24516 210 1 everett everett PROPN crl-24516 210 2 m. m. PROPN crl-24516 210 3 rogers rogers PROPN crl-24516 210 4 , , PUNCT crl-24516 210 5 diffusion diffusion NOUN crl-24516 210 6 of of ADP crl-24516 210 7 innovations innovation NOUN crl-24516 210 8 ( ( PUNCT crl-24516 210 9 new new PROPN crl-24516 210 10 york york PROPN crl-24516 210 11 , , PUNCT crl-24516 210 12 ny ny NOUN crl-24516 210 13 : : PUNCT crl-24516 210 14 free free PROPN crl-24516 210 15 press press NOUN crl-24516 210 16 , , PUNCT crl-24516 210 17 2003 2003 NUM crl-24516 210 18 ) ) PUNCT crl-24516 210 19 , , PUNCT crl-24516 210 20 172 172 NUM crl-24516 210 21 . . PUNCT crl-24516 211 1 24 24 NUM crl-24516 211 2 . . PUNCT crl-24516 211 3 marilyn marilyn PROPN crl-24516 211 4 d. d. PROPN crl-24516 211 5 white white PROPN crl-24516 211 6 , , PUNCT crl-24516 211 7 “ " PUNCT crl-24516 211 8 diffusion diffusion NOUN crl-24516 211 9 of of ADP crl-24516 211 10 an an DET crl-24516 211 11 innovation innovation NOUN crl-24516 211 12 : : PUNCT crl-24516 211 13 digital digital ADJ crl-24516 211 14 reference reference NOUN crl-24516 211 15 service service NOUN crl-24516 211 16 in in ADP crl-24516 211 17 carnegie carnegie PROPN crl-24516 211 18 foundation foundation PROPN crl-24516 211 19 master master PROPN crl-24516 211 20 ’s ’s PART crl-24516 211 21 academic academic ADJ crl-24516 211 22 institution institution NOUN crl-24516 211 23 libraries library NOUN crl-24516 211 24 , , PUNCT crl-24516 211 25 ” " PUNCT crl-24516 211 26 journal journal NOUN crl-24516 211 27 of of ADP crl-24516 211 28 academic academic ADJ crl-24516 211 29 librarianship librarianship NOUN crl-24516 211 30 27 27 NUM crl-24516 211 31 , , PUNCT crl-24516 211 32 no no NOUN crl-24516 211 33 . . NOUN crl-24516 211 34 3 3 NUM crl-24516 211 35 ( ( PUNCT crl-24516 211 36 may may PROPN crl-24516 211 37 2001 2001 NUM crl-24516 211 38 ): ): PUNCT crl-24516 211 39 173–87 173–87 NUM crl-24516 211 40 , , PUNCT crl-24516 211 41 https://doi https://doi PROPN crl-24516 211 42 . . PUNCT crl-24516 212 1 org/10.1016 org/10.1016 PROPN crl-24516 212 2 / / SYM crl-24516 212 3 s0099 s0099 NOUN crl-24516 212 4 - - PUNCT crl-24516 212 5 1333(01)00179 1333(01)00179 NUM crl-24516 212 6 - - SYM crl-24516 212 7 3 3 NUM crl-24516 212 8 . . NUM crl-24516 212 9 25 25 NUM crl-24516 212 10 . . PUNCT crl-24516 213 1 mabel mabel PROPN crl-24516 213 2 k. k. PROPN crl-24516 213 3 minishi minishi PROPN crl-24516 213 4 - - PUNCT crl-24516 213 5 majanja majanja PROPN crl-24516 213 6 and and CCONJ crl-24516 213 7 joseph joseph PROPN crl-24516 213 8 kiplang’at kiplang’at PROPN crl-24516 213 9 , , PUNCT crl-24516 213 10 “ " PUNCT crl-24516 213 11 the the DET crl-24516 213 12 diffusion diffusion NOUN crl-24516 213 13 of of ADP crl-24516 213 14 innovations innovation NOUN crl-24516 213 15 theory theory NOUN crl-24516 213 16 as as ADP crl-24516 213 17 a a DET crl-24516 213 18 theoretical theoretical ADJ crl-24516 213 19 framework framework NOUN crl-24516 213 20 in in ADP crl-24516 213 21 library library NOUN crl-24516 213 22 and and CCONJ crl-24516 213 23 information information NOUN crl-24516 213 24 science science NOUN crl-24516 213 25 research research NOUN crl-24516 213 26 , , PUNCT crl-24516 213 27 ” " PUNCT crl-24516 213 28 south south ADJ crl-24516 213 29 african african ADJ crl-24516 213 30 journal journal PROPN crl-24516 213 31 of of ADP crl-24516 213 32 libraries library NOUN crl-24516 213 33 and and CCONJ crl-24516 213 34 information information NOUN crl-24516 213 35 science science NOUN crl-24516 213 36 71 71 NUM crl-24516 213 37 , , PUNCT crl-24516 213 38 no no NOUN crl-24516 213 39 . . NOUN crl-24516 213 40 3 3 NUM crl-24516 213 41 ( ( PUNCT crl-24516 213 42 january january PROPN crl-24516 213 43 2005 2005 NUM crl-24516 213 44 ): ): PUNCT crl-24516 213 45 211–24 211–24 PROPN crl-24516 213 46 . . PUNCT crl-24516 214 1 26 26 NUM crl-24516 214 2 . . PUNCT crl-24516 215 1 yujia yujia PROPN crl-24516 215 2 zhai zhai PROPN crl-24516 215 3 , , PUNCT crl-24516 215 4 ying ying PROPN crl-24516 215 5 ding ding NOUN crl-24516 215 6 , , PUNCT crl-24516 215 7 and and CCONJ crl-24516 215 8 fang fang PROPN crl-24516 215 9 wang wang PROPN crl-24516 215 10 , , PUNCT crl-24516 215 11 “ " PUNCT crl-24516 215 12 measuring measure VERB crl-24516 215 13 the the DET crl-24516 215 14 diffusion diffusion NOUN crl-24516 215 15 of of ADP crl-24516 215 16 an an DET crl-24516 215 17 innovation innovation NOUN crl-24516 215 18 : : PUNCT crl-24516 215 19 a a DET crl-24516 215 20 citation citation NOUN crl-24516 215 21 analysis analysis NOUN crl-24516 215 22 , , PUNCT crl-24516 215 23 ” " PUNCT crl-24516 215 24 journal journal NOUN crl-24516 215 25 of of ADP crl-24516 215 26 the the DET crl-24516 215 27 association association NOUN crl-24516 215 28 for for ADP crl-24516 215 29 information information NOUN crl-24516 215 30 science science NOUN crl-24516 215 31 and and CCONJ crl-24516 215 32 technology technology NOUN crl-24516 215 33 69 69 NUM crl-24516 215 34 , , PUNCT crl-24516 215 35 no no NOUN crl-24516 215 36 . . NOUN crl-24516 215 37 3 3 NUM crl-24516 215 38 ( ( PUNCT crl-24516 215 39 2018 2018 NUM crl-24516 215 40 ): ): PUNCT crl-24516 215 41 368–79 368–79 PROPN crl-24516 215 42 . . PUNCT crl-24516 216 1 27 27 NUM crl-24516 216 2 . . PUNCT crl-24516 217 1 rogers roger NOUN crl-24516 217 2 , , PUNCT crl-24516 217 3 diffusion diffusion NOUN crl-24516 217 4 of of ADP crl-24516 217 5 innovations innovation NOUN crl-24516 217 6 , , PUNCT crl-24516 217 7 262–66 262–66 PROPN crl-24516 217 8 . . PUNCT crl-24516 218 1 28 28 X crl-24516 218 2 . . PUNCT crl-24516 218 3 shampa shampa PROPN crl-24516 218 4 iftakhar iftakhar PROPN crl-24516 218 5 , , PUNCT crl-24516 218 6 “ " PUNCT crl-24516 218 7 google google PROPN crl-24516 218 8 classroom classroom NOUN crl-24516 218 9 : : PUNCT crl-24516 218 10 what what PRON crl-24516 218 11 works work VERB crl-24516 218 12 and and CCONJ crl-24516 218 13 how how SCONJ crl-24516 218 14 ? ? PUNCT crl-24516 218 15 ” " PUNCT crl-24516 218 16 journal journal PROPN crl-24516 218 17 of of ADP crl-24516 218 18 education education NOUN crl-24516 218 19 and and CCONJ crl-24516 218 20 social social ADJ crl-24516 218 21 sciences science NOUN crl-24516 218 22 3 3 NUM crl-24516 218 23 , , PUNCT crl-24516 218 24 no no NOUN crl-24516 218 25 . . NOUN crl-24516 218 26 1 1 NUM crl-24516 218 27 ( ( PUNCT crl-24516 218 28 february february PROPN crl-24516 218 29 2016 2016 NUM crl-24516 218 30 ): ): PUNCT crl-24516 218 31 12–18 12–18 NUM crl-24516 218 32 . . NUM crl-24516 218 33 29 29 NUM crl-24516 218 34 . . PUNCT crl-24516 219 1 james james PROPN crl-24516 219 2 c. c. PROPN crl-24516 219 3 brancheau brancheau PROPN crl-24516 219 4 , , PUNCT crl-24516 219 5 “ " PUNCT crl-24516 219 6 the the DET crl-24516 219 7 diffusion diffusion NOUN crl-24516 219 8 of of ADP crl-24516 219 9 information information NOUN crl-24516 219 10 technology technology NOUN crl-24516 219 11 : : PUNCT crl-24516 219 12 testing testing NOUN crl-24516 219 13 and and CCONJ crl-24516 219 14 extending extend VERB crl-24516 219 15 innovation innovation NOUN crl-24516 219 16 diffusion diffusion NOUN crl-24516 219 17 theory theory NOUN crl-24516 219 18 in in ADP crl-24516 219 19 the the DET crl-24516 219 20 context context NOUN crl-24516 219 21 of of ADP crl-24516 219 22 end end NOUN crl-24516 219 23 - - PUNCT crl-24516 219 24 user user NOUN crl-24516 219 25 computing computing NOUN crl-24516 219 26 ” " PUNCT crl-24516 219 27 ( ( PUNCT crl-24516 219 28 phd phd NOUN crl-24516 219 29 diss diss NOUN crl-24516 219 30 . . PUNCT crl-24516 219 31 , , PUNCT crl-24516 219 32 university university PROPN crl-24516 219 33 of of ADP crl-24516 219 34 minnesota minnesota PROPN crl-24516 219 35 , , PUNCT crl-24516 219 36 1987 1987 NUM crl-24516 219 37 ) ) PUNCT crl-24516 219 38 , , PUNCT crl-24516 219 39 proquest proquest ADJ crl-24516 219 40 dissertation dissertation NOUN crl-24516 219 41 and and CCONJ crl-24516 219 42 theses thesis NOUN crl-24516 219 43 ( ( PUNCT crl-24516 219 44 8805697 8805697 NUM crl-24516 219 45 ) ) PUNCT crl-24516 219 46 ; ; PUNCT crl-24516 219 47 paul paul PROPN crl-24516 219 48 a. a. PROPN crl-24516 219 49 geroski geroski PROPN crl-24516 219 50 , , PUNCT crl-24516 219 51 “ " PUNCT crl-24516 219 52 models model NOUN crl-24516 219 53 of of ADP crl-24516 219 54 technology technology NOUN crl-24516 219 55 diffusion diffusion NOUN crl-24516 219 56 , , PUNCT crl-24516 219 57 ” " PUNCT crl-24516 219 58 research research NOUN crl-24516 219 59 policy policy NOUN crl-24516 219 60 29 29 NUM crl-24516 219 61 , , PUNCT crl-24516 219 62 no no NOUN crl-24516 219 63 . . NOUN crl-24516 219 64 4/5 4/5 NUM crl-24516 219 65 ( ( PUNCT crl-24516 219 66 april april PROPN crl-24516 219 67 2000 2000 NUM crl-24516 219 68 ): ): PUNCT crl-24516 219 69 603–25 603–25 PROPN crl-24516 219 70 , , PUNCT crl-24516 219 71 https://doi.org/10.1016/s0048-7333(99)00092-x https://doi.org/10.1016/s0048-7333(99)00092-x PROPN crl-24516 219 72 . . PROPN crl-24516 219 73 30 30 NUM crl-24516 219 74 . . PUNCT crl-24516 220 1 everett everett PROPN crl-24516 220 2 m. m. PROPN crl-24516 220 3 rogers rogers PROPN crl-24516 220 4 , , PUNCT crl-24516 220 5 communications communication NOUN crl-24516 220 6 technology technology NOUN crl-24516 220 7 ( ( PUNCT crl-24516 220 8 new new PROPN crl-24516 220 9 york york PROPN crl-24516 220 10 , , PUNCT crl-24516 220 11 ny ny NOUN crl-24516 220 12 : : PUNCT crl-24516 220 13 simon simon PROPN crl-24516 220 14 & & CCONJ crl-24516 220 15 schuster schuster PROPN crl-24516 220 16 , , PUNCT crl-24516 220 17 1986 1986 NUM crl-24516 220 18 ) ) PUNCT crl-24516 220 19 . . PUNCT crl-24516 221 1 31 31 NUM crl-24516 221 2 . . PUNCT crl-24516 222 1 nagy nagy PROPN crl-24516 222 2 hanna hanna PROPN crl-24516 222 3 , , PUNCT crl-24516 222 4 ken ken PROPN crl-24516 222 5 guy guy NOUN crl-24516 222 6 , , PUNCT crl-24516 222 7 and and CCONJ crl-24516 222 8 erin erin NOUN crl-24516 222 9 arnold arnold PROPN crl-24516 222 10 , , PUNCT crl-24516 222 11 the the DET crl-24516 222 12 diffusion diffusion NOUN crl-24516 222 13 of of ADP crl-24516 222 14 information information NOUN crl-24516 222 15 technology technology NOUN crl-24516 222 16 : : PUNCT crl-24516 222 17 experience experience NOUN crl-24516 222 18 of of ADP crl-24516 222 19 industrial industrial ADJ crl-24516 222 20 countries country NOUN crl-24516 222 21 and and CCONJ crl-24516 222 22 lessons lesson NOUN crl-24516 222 23 for for ADP crl-24516 222 24 developing develop VERB crl-24516 222 25 countries country NOUN crl-24516 222 26 ( ( PUNCT crl-24516 222 27 the the DET crl-24516 222 28 world world PROPN crl-24516 222 29 bank bank PROPN crl-24516 222 30 , , PUNCT crl-24516 222 31 1995 1995 NUM crl-24516 222 32 ) ) PUNCT crl-24516 222 33 . . PUNCT crl-24516 223 1 32 32 NUM crl-24516 223 2 . . PUNCT crl-24516 224 1 sandra sandra PROPN crl-24516 224 2 valenti valenti PROPN crl-24516 224 3 , , PUNCT crl-24516 224 4 “ " PUNCT crl-24516 224 5 understanding understand VERB crl-24516 224 6 factors factor NOUN crl-24516 224 7 for for ADP crl-24516 224 8 innovation innovation NOUN crl-24516 224 9 adoption adoption NOUN crl-24516 224 10 in in ADP crl-24516 224 11 higher high ADJ crl-24516 224 12 education education NOUN crl-24516 224 13 courses course NOUN crl-24516 224 14 : : PUNCT crl-24516 224 15 a a DET crl-24516 224 16 case case NOUN crl-24516 224 17 study study NOUN crl-24516 224 18 approach approach NOUN crl-24516 224 19 ” " PUNCT crl-24516 224 20 ( ( PUNCT crl-24516 224 21 phd phd NOUN crl-24516 224 22 diss diss PROPN crl-24516 224 23 . . PUNCT crl-24516 224 24 , , PUNCT crl-24516 224 25 emporia emporia PROPN crl-24516 224 26 state state PROPN crl-24516 224 27 university university PROPN crl-24516 224 28 , , PUNCT crl-24516 224 29 2015 2015 NUM crl-24516 224 30 ) ) PUNCT crl-24516 224 31 . . PUNCT crl-24516 225 1 33 33 NUM crl-24516 225 2 . . PUNCT crl-24516 226 1 emily emily ADV crl-24516 226 2 neo neo NOUN crl-24516 226 3 and and CCONJ crl-24516 226 4 phillip phillip PROPN crl-24516 226 5 j. j. PROPN crl-24516 226 6 calvert calvert PROPN crl-24516 226 7 , , PUNCT crl-24516 226 8 “ " PUNCT crl-24516 226 9 facebook facebook VERB crl-24516 226 10 and and CCONJ crl-24516 226 11 the the DET crl-24516 226 12 diffusion diffusion NOUN crl-24516 226 13 of of ADP crl-24516 226 14 innovation innovation NOUN crl-24516 226 15 in in ADP crl-24516 226 16 new new PROPN crl-24516 226 17 zealand zealand PROPN crl-24516 226 18 public public ADJ crl-24516 226 19 libraries library NOUN crl-24516 226 20 , , PUNCT crl-24516 226 21 ” " PUNCT crl-24516 226 22 journal journal NOUN crl-24516 226 23 of of ADP crl-24516 226 24 librarianship librarianship NOUN crl-24516 226 25 and and CCONJ crl-24516 226 26 information information NOUN crl-24516 226 27 science science NOUN crl-24516 226 28 44 44 NUM crl-24516 226 29 , , PUNCT crl-24516 226 30 no no NOUN crl-24516 226 31 . . NOUN crl-24516 226 32 4 4 NUM crl-24516 226 33 ( ( PUNCT crl-24516 226 34 2012 2012 NUM crl-24516 226 35 ): ): PUNCT crl-24516 226 36 227–37 227–37 NUM crl-24516 226 37 . . PUNCT crl-24516 227 1 34 34 NUM crl-24516 227 2 . . PUNCT crl-24516 227 3 ding ding PROPN crl-24516 227 4 - - PUNCT crl-24516 227 5 yu yu PROPN crl-24516 227 6 liu liu PROPN crl-24516 227 7 and and CCONJ crl-24516 227 8 kuei kuei PROPN crl-24516 227 9 - - PUNCT crl-24516 227 10 shu shu PROPN crl-24516 227 11 hsu hsu PROPN crl-24516 227 12 , , PUNCT crl-24516 227 13 “ " PUNCT crl-24516 227 14 a a DET crl-24516 227 15 study study NOUN crl-24516 227 16 on on ADP crl-24516 227 17 user user NOUN crl-24516 227 18 behavior behavior NOUN crl-24516 227 19 analysis analysis NOUN crl-24516 227 20 of of ADP crl-24516 227 21 integrate integrate VERB crl-24516 227 22 beacon beacon NOUN crl-24516 227 23 technology technology NOUN crl-24516 227 24 into into ADP crl-24516 227 25 library library NOUN crl-24516 227 26 information information NOUN crl-24516 227 27 services service NOUN crl-24516 227 28 , , PUNCT crl-24516 227 29 ” " PUNCT crl-24516 227 30 eurasian eurasian ADJ crl-24516 227 31 journal journal NOUN crl-24516 227 32 of of ADP crl-24516 227 33 mathematics mathematics PROPN crl-24516 227 34 , , PUNCT crl-24516 227 35 science science NOUN crl-24516 227 36 and and CCONJ crl-24516 227 37 technology technology NOUN crl-24516 227 38 education education NOUN crl-24516 227 39 14 14 NUM crl-24516 227 40 , , PUNCT crl-24516 227 41 no no NOUN crl-24516 227 42 . . NOUN crl-24516 227 43 5 5 NUM crl-24516 227 44 ( ( PUNCT crl-24516 227 45 2018 2018 NUM crl-24516 227 46 ): ): PUNCT crl-24516 227 47 1987–97 1987–97 NUM crl-24516 227 48 . . PUNCT crl-24516 228 1 35 35 NUM crl-24516 228 2 . . PUNCT crl-24516 228 3 wasim wasim PROPN crl-24516 228 4 qazi qazi PROPN crl-24516 228 5 , , PUNCT crl-24516 228 6 syed sye VERB crl-24516 228 7 a. a. NOUN crl-24516 228 8 raza raza PROPN crl-24516 228 9 , , PUNCT crl-24516 228 10 and and CCONJ crl-24516 228 11 nida nida PROPN crl-24516 228 12 shah shah PROPN crl-24516 228 13 , , PUNCT crl-24516 228 14 “ " PUNCT crl-24516 228 15 acceptance acceptance NOUN crl-24516 228 16 of of ADP crl-24516 228 17 e e NOUN crl-24516 228 18 - - NOUN crl-24516 228 19 book book NOUN crl-24516 228 20 reading reading NOUN crl-24516 228 21 among among ADP crl-24516 228 22 higher high ADJ crl-24516 228 23 education education NOUN crl-24516 228 24 students student NOUN crl-24516 228 25 in in ADP crl-24516 228 26 a a DET crl-24516 228 27 developing develop VERB crl-24516 228 28 country country NOUN crl-24516 228 29 : : PUNCT crl-24516 228 30 the the DET crl-24516 228 31 modified modify VERB crl-24516 228 32 diffusion diffusion NOUN crl-24516 228 33 innovation innovation NOUN crl-24516 228 34 theory theory NOUN crl-24516 228 35 , , PUNCT crl-24516 228 36 ” " PUNCT crl-24516 228 37 international international ADJ crl-24516 228 38 journal journal NOUN crl-24516 228 39 of of ADP crl-24516 228 40 business business NOUN crl-24516 228 41 information information NOUN crl-24516 228 42 systems system NOUN crl-24516 228 43 27 27 NUM crl-24516 228 44 , , PUNCT crl-24516 228 45 no no NOUN crl-24516 228 46 . . NOUN crl-24516 228 47 2 2 NUM crl-24516 228 48 ( ( PUNCT crl-24516 228 49 2018 2018 NUM crl-24516 228 50 ): ): PUNCT crl-24516 228 51 222–45 222–45 NUM crl-24516 228 52 . . PROPN crl-24516 229 1 36 36 NUM crl-24516 229 2 . . PUNCT crl-24516 230 1 ritu ritu ADJ crl-24516 230 2 agarwal agarwal NOUN crl-24516 230 3 et et PROPN crl-24516 231 1 al al PROPN crl-24516 231 2 . . PROPN crl-24516 231 3 , , PUNCT crl-24516 231 4 “ " PUNCT crl-24516 231 5 early early ADJ crl-24516 231 6 and and CCONJ crl-24516 231 7 late late ADJ crl-24516 231 8 adopters adopter NOUN crl-24516 231 9 of of ADP crl-24516 231 10 it it PRON crl-24516 231 11 innovations innovation NOUN crl-24516 231 12 : : PUNCT crl-24516 231 13 extensions extension NOUN crl-24516 231 14 to to ADP crl-24516 231 15 innovation innovation NOUN crl-24516 231 16 diffusion diffusion NOUN crl-24516 231 17 theory theory NOUN crl-24516 231 18 , , PUNCT crl-24516 231 19 ” " PUNCT crl-24516 231 20 proceedings proceeding NOUN crl-24516 231 21 of of ADP crl-24516 231 22 the the DET crl-24516 231 23 digit digit NOUN crl-24516 231 24 conference conference NOUN crl-24516 231 25 , , PUNCT crl-24516 231 26 1998 1998 NUM crl-24516 231 27 ( ( PUNCT crl-24516 231 28 september september PROPN crl-24516 231 29 1998 1998 NUM crl-24516 231 30 ): ): PUNCT crl-24516 231 31 1–18 1–18 PROPN crl-24516 231 32 . . PUNCT crl-24516 232 1 37 37 X crl-24516 232 2 . . PUNCT crl-24516 233 1 nese nese PROPN crl-24516 233 2 zayim zayim PROPN crl-24516 233 3 , , PUNCT crl-24516 233 4 soner soner NOUN crl-24516 233 5 yildirim yildirim NOUN crl-24516 233 6 , , PUNCT crl-24516 233 7 and and CCONJ crl-24516 233 8 osman osman NOUN crl-24516 233 9 saka saka PROPN crl-24516 233 10 , , PUNCT crl-24516 233 11 “ " PUNCT crl-24516 233 12 technology technology NOUN crl-24516 233 13 adoption adoption NOUN crl-24516 233 14 of of ADP crl-24516 233 15 medical medical ADJ crl-24516 233 16 faculty faculty NOUN crl-24516 233 17 in in ADP crl-24516 233 18 teaching teaching NOUN crl-24516 233 19 : : PUNCT crl-24516 233 20 differentiating differentiate VERB crl-24516 233 21 factors factor NOUN crl-24516 233 22 in in ADP crl-24516 233 23 adopter adopter ADJ crl-24516 233 24 categories category NOUN crl-24516 233 25 , , PUNCT crl-24516 233 26 ” " PUNCT crl-24516 233 27 educational educational ADJ crl-24516 233 28 technology technology NOUN crl-24516 233 29 and and CCONJ crl-24516 233 30 society society NOUN crl-24516 233 31 9 9 NUM crl-24516 233 32 , , PUNCT crl-24516 233 33 no no NOUN crl-24516 233 34 . . NOUN crl-24516 233 35 2 2 NUM crl-24516 233 36 ( ( PUNCT crl-24516 233 37 2006 2006 NUM crl-24516 233 38 ): ): PUNCT crl-24516 233 39 213–22 213–22 NUM crl-24516 233 40 . . PUNCT crl-24516 234 1 38 38 NUM crl-24516 234 2 . . PUNCT crl-24516 235 1 melissa melissa ADJ crl-24516 235 2 raynard raynard NOUN crl-24516 235 3 , , PUNCT crl-24516 235 4 “ " PUNCT crl-24516 235 5 understanding understand VERB crl-24516 235 6 academic academic ADJ crl-24516 235 7 e e NOUN crl-24516 235 8 - - NOUN crl-24516 235 9 books book NOUN crl-24516 235 10 through through ADP crl-24516 235 11 the the DET crl-24516 235 12 diffusion diffusion NOUN crl-24516 235 13 of of ADP crl-24516 235 14 innovations innovation NOUN crl-24516 235 15 theory theory NOUN crl-24516 235 16 as as ADP crl-24516 235 17 a a DET crl-24516 235 18 basis basis NOUN crl-24516 235 19 for for ADP crl-24516 235 20 developing develop VERB crl-24516 235 21 effective effective ADJ crl-24516 235 22 marketing marketing NOUN crl-24516 235 23 and and CCONJ crl-24516 235 24 educational educational ADJ crl-24516 235 25 strategies strategy NOUN crl-24516 235 26 , , PUNCT crl-24516 235 27 ” " PUNCT crl-24516 235 28 journal journal NOUN crl-24516 235 29 of of ADP crl-24516 235 30 academic academic ADJ crl-24516 235 31 librarianship librarianship NOUN crl-24516 235 32 43 43 NUM crl-24516 235 33 , , PUNCT crl-24516 235 34 no no NOUN crl-24516 235 35 . . NOUN crl-24516 235 36 1 1 NUM crl-24516 235 37 ( ( PUNCT crl-24516 235 38 january january PROPN crl-24516 235 39 2017 2017 NUM crl-24516 235 40 ): ): PUNCT crl-24516 235 41 82–86 82–86 ADJ crl-24516 235 42 , , PUNCT crl-24516 235 43 https://doi.org/10.1016/j.acalib.2016.08.011 https://doi.org/10.1016/j.acalib.2016.08.011 NUM crl-24516 235 44 . . PUNCT crl-24516 236 1 39 39 NUM crl-24516 236 2 . . PUNCT crl-24516 237 1 matt matt PROPN crl-24516 237 2 holland holland PROPN crl-24516 237 3 , , PUNCT crl-24516 237 4 “ " PUNCT crl-24516 237 5 diffusion diffusion NOUN crl-24516 237 6 of of ADP crl-24516 237 7 innovation innovation NOUN crl-24516 237 8 theories theory NOUN crl-24516 237 9 and and CCONJ crl-24516 237 10 their their PRON crl-24516 237 11 relevance relevance NOUN crl-24516 237 12 to to ADP crl-24516 237 13 understanding understand VERB crl-24516 237 14 the the DET crl-24516 237 15 role role NOUN crl-24516 237 16 of of ADP crl-24516 237 17 librarians librarian NOUN crl-24516 237 18 when when SCONJ crl-24516 237 19 introducing introduce VERB crl-24516 237 20 users user NOUN crl-24516 237 21 to to ADP crl-24516 237 22 networked networked ADJ crl-24516 237 23 information information NOUN crl-24516 237 24 , , PUNCT crl-24516 237 25 ” " PUNCT crl-24516 237 26 electronic electronic ADJ crl-24516 237 27 library library NOUN crl-24516 237 28 15 15 NUM crl-24516 237 29 , , PUNCT crl-24516 237 30 no no NOUN crl-24516 237 31 . . NOUN crl-24516 237 32 5 5 NUM crl-24516 237 33 ( ( PUNCT crl-24516 237 34 1997 1997 NUM crl-24516 237 35 ): ): PUNCT crl-24516 237 36 389–94 389–94 NUM crl-24516 237 37 . . PUNCT crl-24516 238 1 40 40 NUM crl-24516 238 2 . . PUNCT crl-24516 239 1 jagdish jagdish PROPN crl-24516 239 2 n. n. PROPN crl-24516 239 3 sheth sheth PROPN crl-24516 239 4 and and CCONJ crl-24516 239 5 walter walter PROPN crl-24516 239 6 h. h. PROPN crl-24516 239 7 stellner stellner PROPN crl-24516 239 8 , , PUNCT crl-24516 239 9 psychology psychology NOUN crl-24516 239 10 of of ADP crl-24516 239 11 innovation innovation NOUN crl-24516 239 12 resistance resistance NOUN crl-24516 239 13 : : PUNCT crl-24516 239 14 the the DET crl-24516 239 15 less less ADV crl-24516 239 16 developed developed ADJ crl-24516 239 17 concept concept NOUN crl-24516 239 18 ( ( PUNCT crl-24516 239 19 ldc ldc PROPN crl-24516 239 20 ) ) PUNCT crl-24516 239 21 in in ADP crl-24516 239 22 diffusion diffusion NOUN crl-24516 239 23 research research NOUN crl-24516 239 24 ( ( PUNCT crl-24516 239 25 champaign champaign NOUN crl-24516 239 26 , , PUNCT crl-24516 239 27 il il PROPN crl-24516 239 28 : : PUNCT crl-24516 239 29 university university PROPN crl-24516 239 30 of of ADP crl-24516 239 31 illinois illinois PROPN crl-24516 239 32 , , PUNCT crl-24516 239 33 1979 1979 NUM crl-24516 239 34 ) ) PUNCT crl-24516 239 35 ; ; PUNCT crl-24516 239 36 sara sara PROPN crl-24516 239 37 f. f. PROPN crl-24516 239 38 fine fine PROPN crl-24516 239 39 , , PUNCT crl-24516 239 40 “ " PUNCT crl-24516 239 41 technological technological ADJ crl-24516 239 42 innovation innovation NOUN crl-24516 239 43 , , PUNCT crl-24516 239 44 diffusion diffusion NOUN crl-24516 239 45 and and CCONJ crl-24516 239 46 resistance resistance NOUN crl-24516 239 47 , , PUNCT crl-24516 239 48 ” " PUNCT crl-24516 239 49 journal journal PROPN crl-24516 239 50 of of ADP crl-24516 239 51 library library PROPN crl-24516 239 52 administration administration PROPN crl-24516 239 53 7 7 NUM crl-24516 239 54 , , PUNCT crl-24516 239 55 no no NOUN crl-24516 239 56 . . NOUN crl-24516 239 57 1 1 NUM crl-24516 239 58 ( ( PUNCT crl-24516 239 59 1986 1986 NUM crl-24516 239 60 ): ): PUNCT crl-24516 239 61 83–108 83–108 PROPN crl-24516 239 62 . . PUNCT crl-24516 239 63 41 41 NUM crl-24516 239 64 . . PUNCT crl-24516 240 1 james james PROPN crl-24516 240 2 e. e. PROPN crl-24516 240 3 bartlett bartlett PROPN crl-24516 240 4 , , PUNCT crl-24516 240 5 joe joe PROPN crl-24516 240 6 w. w. PROPN crl-24516 240 7 kotrlik kotrlik PROPN crl-24516 240 8 , , PUNCT crl-24516 240 9 and and CCONJ crl-24516 240 10 chadwick chadwick PROPN crl-24516 240 11 c. c. PROPN crl-24516 240 12 higgins higgins PROPN crl-24516 240 13 , , PUNCT crl-24516 240 14 “ " PUNCT crl-24516 240 15 organization organization NOUN crl-24516 240 16 research research NOUN crl-24516 240 17 : : PUNCT crl-24516 240 18 determining determine VERB crl-24516 240 19 appropriate appropriate ADJ crl-24516 240 20 sample sample NOUN crl-24516 240 21 size size NOUN crl-24516 240 22 in in ADP crl-24516 240 23 survey survey NOUN crl-24516 240 24 research research NOUN crl-24516 240 25 , , PUNCT crl-24516 240 26 ” " PUNCT crl-24516 240 27 information information NOUN crl-24516 240 28 technology technology NOUN crl-24516 240 29 , , PUNCT crl-24516 240 30 learning learning NOUN crl-24516 240 31 , , PUNCT crl-24516 240 32 and and CCONJ crl-24516 240 33 performance performance NOUN crl-24516 240 34 journal journal NOUN crl-24516 240 35 19 19 NUM crl-24516 240 36 , , PUNCT crl-24516 240 37 no no NOUN crl-24516 240 38 . . NOUN crl-24516 240 39 1 1 NUM crl-24516 240 40 ( ( PUNCT crl-24516 240 41 2001 2001 NUM crl-24516 240 42 ): ): PUNCT crl-24516 240 43 43–50 43–50 NUM crl-24516 240 44 . . PUNCT crl-24516 241 1 42 42 NUM crl-24516 241 2 . . PUNCT crl-24516 242 1 haldun haldun PROPN crl-24516 242 2 akoglu akoglu PROPN crl-24516 242 3 , , PUNCT crl-24516 242 4 “ " PUNCT crl-24516 242 5 user user NOUN crl-24516 242 6 ’s ’s NOUN crl-24516 242 7 guide guide NOUN crl-24516 242 8 to to PART crl-24516 242 9 correlation correlation NOUN crl-24516 242 10 coefficients coefficient NOUN crl-24516 242 11 , , PUNCT crl-24516 242 12 ” " PUNCT crl-24516 242 13 turkish turkish ADJ crl-24516 242 14 journal journal PROPN crl-24516 242 15 of of ADP crl-24516 242 16 emergency emergency NOUN crl-24516 242 17 medicine medicine NOUN crl-24516 242 18 18 18 NUM crl-24516 242 19 , , PUNCT crl-24516 242 20 no no NOUN crl-24516 242 21 . . NOUN crl-24516 242 22 3 3 NUM crl-24516 242 23 ( ( PUNCT crl-24516 242 24 2018 2018 NUM crl-24516 242 25 ): ): PUNCT crl-24516 242 26 91–93 91–93 NUM crl-24516 242 27 . . PROPN crl-24516 242 28 43 43 NUM crl-24516 242 29 . . PUNCT crl-24516 243 1 pam pam PROPN crl-24516 243 2 s. s. PROPN crl-24516 243 3 ellen ellen PROPN crl-24516 243 4 , , PUNCT crl-24516 243 5 william william PROPN crl-24516 243 6 o. o. PROPN crl-24516 243 7 bearden bearden VERB crl-24516 243 8 , , PUNCT crl-24516 243 9 and and CCONJ crl-24516 243 10 subhash subhash PROPN crl-24516 243 11 sharma sharma PROPN crl-24516 243 12 , , PUNCT crl-24516 243 13 “ " PUNCT crl-24516 243 14 resistance resistance NOUN crl-24516 243 15 to to ADP crl-24516 243 16 technological technological ADJ crl-24516 243 17 innovations innovation NOUN crl-24516 243 18 : : PUNCT crl-24516 243 19 an an DET crl-24516 243 20 examination examination NOUN crl-24516 243 21 of of ADP crl-24516 243 22 the the DET crl-24516 243 23 role role NOUN crl-24516 243 24 of of ADP crl-24516 243 25 self self NOUN crl-24516 243 26 - - PUNCT crl-24516 243 27 efficacy efficacy NOUN crl-24516 243 28 and and CCONJ crl-24516 243 29 performance performance NOUN crl-24516 243 30 satisfaction satisfaction NOUN crl-24516 243 31 , , PUNCT crl-24516 243 32 ” " PUNCT crl-24516 243 33 journal journal NOUN crl-24516 243 34 of of ADP crl-24516 243 35 the the DET crl-24516 243 36 academy academy NOUN crl-24516 243 37 of of ADP crl-24516 243 38 marketing market VERB crl-24516 243 39 science science NOUN crl-24516 243 40 19 19 NUM crl-24516 243 41 , , PUNCT crl-24516 243 42 no no NOUN crl-24516 243 43 . . NOUN crl-24516 243 44 4 4 NUM crl-24516 243 45 ( ( PUNCT crl-24516 243 46 1991 1991 NUM crl-24516 243 47 ): ): PUNCT crl-24516 243 48 297–307 297–307 NUM crl-24516 243 49 ; ; PUNCT crl-24516 243 50 albert albert PROPN crl-24516 243 51 bandura bandura PROPN crl-24516 243 52 , , PUNCT crl-24516 243 53 “ " PUNCT crl-24516 243 54 self self NOUN crl-24516 243 55 - - PUNCT crl-24516 243 56 efficacy efficacy NOUN crl-24516 243 57 : : PUNCT crl-24516 243 58 toward toward ADP crl-24516 243 59 a a DET crl-24516 243 60 unifying unify VERB crl-24516 243 61 theory theory NOUN crl-24516 243 62 of of ADP crl-24516 243 63 behavioral behavioral ADJ crl-24516 243 64 change change NOUN crl-24516 243 65 , , PUNCT crl-24516 243 66 ” " PUNCT crl-24516 243 67 psychological psychological ADJ crl-24516 243 68 review review NOUN crl-24516 243 69 84 84 NUM crl-24516 243 70 ( ( PUNCT crl-24516 243 71 1977 1977 NUM crl-24516 243 72 ): ): PUNCT crl-24516 243 73 191–215 191–215 NUM crl-24516 243 74 . . NUM crl-24516 243 75 44 44 NUM crl-24516 243 76 . . PUNCT crl-24516 244 1 elfreda elfreda PROPN crl-24516 244 2 chatman chatman NOUN crl-24516 244 3 , , PUNCT crl-24516 244 4 “ " PUNCT crl-24516 244 5 diffusion diffusion NOUN crl-24516 244 6 theory theory NOUN crl-24516 244 7 : : PUNCT crl-24516 244 8 a a DET crl-24516 244 9 review review NOUN crl-24516 244 10 and and CCONJ crl-24516 244 11 test test NOUN crl-24516 244 12 of of ADP crl-24516 244 13 a a DET crl-24516 244 14 conceptual conceptual ADJ crl-24516 244 15 model model NOUN crl-24516 244 16 in in ADP crl-24516 244 17 information information NOUN crl-24516 244 18 diffusion diffusion NOUN crl-24516 244 19 , , PUNCT crl-24516 244 20 ” " PUNCT crl-24516 244 21 journal journal NOUN crl-24516 244 22 of of ADP crl-24516 244 23 the the DET crl-24516 244 24 association association NOUN crl-24516 244 25 for for ADP crl-24516 244 26 information information NOUN crl-24516 244 27 science science NOUN crl-24516 244 28 and and CCONJ crl-24516 244 29 technology technology NOUN crl-24516 244 30 37 37 NUM crl-24516 244 31 , , PUNCT crl-24516 244 32 no no INTJ crl-24516 244 33 . . NOUN crl-24516 244 34 6 6 NUM crl-24516 244 35 ( ( PUNCT crl-24516 244 36 1986 1986 NUM crl-24516 244 37 ): ): PUNCT crl-24516 244 38 377–86 377–86 PROPN crl-24516 244 39 . . PUNCT crl-24516 245 1 45 45 NUM crl-24516 245 2 . . PUNCT crl-24516 246 1 roy roy PROPN crl-24516 246 2 tennant tennant PROPN crl-24516 246 3 , , PUNCT crl-24516 246 4 “ " PUNCT crl-24516 246 5 internet internet NOUN crl-24516 246 6 basic basic ADJ crl-24516 246 7 training training NOUN crl-24516 246 8 : : PUNCT crl-24516 246 9 teaching teach VERB crl-24516 246 10 networking networking NOUN crl-24516 246 11 skills skill NOUN crl-24516 246 12 in in ADP crl-24516 246 13 higher high ADJ crl-24516 246 14 education education NOUN crl-24516 246 15 , , PUNCT crl-24516 246 16 ” " PUNCT crl-24516 246 17 internet internet NOUN crl-24516 246 18 research research NOUN crl-24516 246 19 1 1 NUM crl-24516 246 20 , , PUNCT crl-24516 246 21 no no NOUN crl-24516 246 22 . . NOUN crl-24516 246 23 2 2 NUM crl-24516 246 24 ( ( PUNCT crl-24516 246 25 1991 1991 NUM crl-24516 246 26 ): ): PUNCT crl-24516 246 27 37–46 37–46 NUM crl-24516 246 28 ; ; PUNCT crl-24516 246 29 ilene ilene VERB crl-24516 246 30 f. f. PROPN crl-24516 246 31 rockman rockman PROPN crl-24516 246 32 , , PUNCT crl-24516 246 33 “ " PUNCT crl-24516 246 34 teaching teach VERB crl-24516 246 35 about about ADP crl-24516 246 36 the the DET crl-24516 246 37 internet internet NOUN crl-24516 246 38 : : PUNCT crl-24516 246 39 the the DET crl-24516 246 40 formal formal ADJ crl-24516 246 41 course course NOUN crl-24516 246 42 option option NOUN crl-24516 246 43 , , PUNCT crl-24516 246 44 ” " PUNCT crl-24516 246 45 reference reference NOUN crl-24516 246 46 librarian librarian PROPN crl-24516 246 47 18 18 NUM crl-24516 246 48 , , PUNCT crl-24516 246 49 no no NOUN crl-24516 246 50 . . NOUN crl-24516 246 51 39 39 NUM crl-24516 246 52 ( ( PUNCT crl-24516 246 53 1993 1993 NUM crl-24516 246 54 ): ): PUNCT crl-24516 246 55 65–75 65–75 NUM crl-24516 246 56 . . PUNCT crl-24516 246 57 46 46 NUM crl-24516 246 58 . . PUNCT crl-24516 247 1 san san PROPN crl-24516 247 2 jose jose PROPN crl-24516 247 3 state state PROPN crl-24516 247 4 university university PROPN crl-24516 247 5 , , PUNCT crl-24516 247 6 blockchains blockchain VERB crl-24516 247 7 for for ADP crl-24516 247 8 the the DET crl-24516 247 9 information information NOUN crl-24516 247 10 profession profession NOUN crl-24516 247 11 , , PUNCT crl-24516 247 12 https://ischoolblogs.sjsu.edu/blockchains/ https://ischoolblogs.sjsu.edu/blockchains/ NOUN crl-24516 247 13 [ [ X crl-24516 247 14 accessed access VERB crl-24516 247 15 september september PROPN crl-24516 247 16 11 11 NUM crl-24516 247 17 , , PUNCT crl-24516 247 18 2019 2019 NUM crl-24516 247 19 ) ) PUNCT crl-24516 247 20 ] ] PUNCT crl-24516 248 1 https://doi.org/10.1016/s0099-1333(01)00179-3 https://doi.org/10.1016/s0099-1333(01)00179-3 PROPN crl-24516 248 2 https://doi.org/10.1016/s0099-1333(01)00179-3 https://doi.org/10.1016/s0099-1333(01)00179-3 PROPN crl-24516 248 3 https://doi.org/10.1016/s0048-7333(99)00092-x https://doi.org/10.1016/s0048-7333(99)00092-x PROPN crl-24516 248 4 https://doi.org/10.1016/j.acalib.2016.08.011 https://doi.org/10.1016/j.acalib.2016.08.011 PROPN crl-24516 248 5 https://ischoolblogs.sjsu.edu/blockchains/ https://ischoolblogs.sjsu.edu/blockchains/ NOUN crl-24516 248 6 https://ischoolblogs.sjsu.edu/blockchains/ https://ischoolblogs.sjsu.edu/blockchains/ PROPN crl-24516 248 7 882 882 NUM crl-24516 248 8 college college PROPN crl-24516 248 9 & & CCONJ crl-24516 248 10 research research PROPN crl-24516 248 11 libraries library NOUN crl-24516 248 12 july july PROPN crl-24516 248 13 2020 2020 NUM crl-24516 248 14 47 47 NUM crl-24516 248 15 . . PUNCT crl-24516 249 1 avneet avneet NOUN crl-24516 249 2 pannu pannu NOUN crl-24516 249 3 , , PUNCT crl-24516 249 4 “ " PUNCT crl-24516 249 5 artificial artificial ADJ crl-24516 249 6 intelligence intelligence NOUN crl-24516 249 7 and and CCONJ crl-24516 249 8 its its PRON crl-24516 249 9 application application NOUN crl-24516 249 10 in in ADP crl-24516 249 11 different different ADJ crl-24516 249 12 areas area NOUN crl-24516 249 13 , , PUNCT crl-24516 249 14 ” " PUNCT crl-24516 249 15 international international ADJ crl-24516 249 16 journal journal NOUN crl-24516 249 17 of of ADP crl-24516 249 18 engineering engineering NOUN crl-24516 249 19 and and CCONJ crl-24516 249 20 innovative innovative ADJ crl-24516 249 21 technology technology NOUN crl-24516 249 22 4 4 NUM crl-24516 249 23 , , PUNCT crl-24516 249 24 no no INTJ crl-24516 249 25 . . NOUN crl-24516 249 26 10 10 NUM crl-24516 249 27 ( ( PUNCT crl-24516 249 28 2015 2015 NUM crl-24516 249 29 ): ): PUNCT crl-24516 249 30 79–84 79–84 NUM crl-24516 249 31 ; ; PUNCT crl-24516 249 32 spyros spyros PROPN crl-24516 249 33 makridakis makridakis PROPN crl-24516 249 34 , , PUNCT crl-24516 249 35 “ " PUNCT crl-24516 249 36 the the DET crl-24516 249 37 forthcoming forthcoming ADJ crl-24516 249 38 artificial artificial ADJ crl-24516 249 39 intelligence intelligence NOUN crl-24516 249 40 revolution revolution NOUN crl-24516 249 41 : : PUNCT crl-24516 249 42 its its PRON crl-24516 249 43 impact impact NOUN crl-24516 249 44 on on ADP crl-24516 249 45 society society NOUN crl-24516 249 46 and and CCONJ crl-24516 249 47 firms firm NOUN crl-24516 249 48 , , PUNCT crl-24516 249 49 ” " PUNCT crl-24516 249 50 futures future NOUN crl-24516 249 51 90 90 NUM crl-24516 249 52 ( ( PUNCT crl-24516 249 53 march march PROPN crl-24516 249 54 2017 2017 NUM crl-24516 249 55 ): ): PUNCT crl-24516 249 56 46–60 46–60 NUM crl-24516 249 57 . . PROPN crl-24516 249 58 48 48 NUM crl-24516 249 59 . . PUNCT crl-24516 250 1 thomas thomas PROPN crl-24516 250 2 finley finley PROPN crl-24516 250 3 , , PUNCT crl-24516 250 4 “ " PUNCT crl-24516 250 5 the the DET crl-24516 250 6 democratization democratization NOUN crl-24516 250 7 of of ADP crl-24516 250 8 artificial artificial ADJ crl-24516 250 9 intelligence intelligence NOUN crl-24516 250 10 : : PUNCT crl-24516 250 11 one one NUM crl-24516 250 12 library library NOUN crl-24516 250 13 ’s ’s PART crl-24516 250 14 approach approach NOUN crl-24516 250 15 , , PUNCT crl-24516 250 16 ” " PUNCT crl-24516 250 17 information information NOUN crl-24516 250 18 technology technology NOUN crl-24516 250 19 and and CCONJ crl-24516 250 20 libraries librarie VERB crl-24516 250 21 38 38 NUM crl-24516 250 22 , , PUNCT crl-24516 250 23 no no NOUN crl-24516 250 24 . . NOUN crl-24516 250 25 1 1 NUM crl-24516 250 26 ( ( PUNCT crl-24516 250 27 2019 2019 NUM crl-24516 250 28 ): ): PUNCT crl-24516 250 29 8–13 8–13 NUM crl-24516 250 30 . . PUNCT crl-24516 250 31 49 49 NUM crl-24516 250 32 . . PUNCT crl-24516 251 1 stanford stanford PROPN crl-24516 251 2 university university PROPN crl-24516 251 3 libraries library NOUN crl-24516 251 4 , , PUNCT crl-24516 251 5 artificial artificial ADJ crl-24516 251 6 intelligence intelligence NOUN crl-24516 251 7 , , PUNCT crl-24516 251 8 https://library.stanford.edu/projects/artificial-intelligence https://library.stanford.edu/projects/artificial-intelligence NOUN crl-24516 251 9 [ [ X crl-24516 251 10 accessed access VERB crl-24516 251 11 december december PROPN crl-24516 251 12 4 4 NUM crl-24516 251 13 , , PUNCT crl-24516 251 14 2019 2019 NUM crl-24516 251 15 ] ] PUNCT crl-24516 251 16 . . PUNCT crl-24516 252 1 50 50 NUM crl-24516 252 2 . . PUNCT crl-24516 253 1 douglas douglas PROPN crl-24516 253 2 c. c. PROPN crl-24516 253 3 montgomery montgomery PROPN crl-24516 253 4 , , PUNCT crl-24516 253 5 elizabeth elizabeth PROPN crl-24516 253 6 a. a. PROPN crl-24516 253 7 peck peck PROPN crl-24516 253 8 , , PUNCT crl-24516 253 9 and and CCONJ crl-24516 253 10 g. g. PROPN crl-24516 253 11 geoffrey geoffrey PROPN crl-24516 253 12 vining vine VERB crl-24516 253 13 , , PUNCT crl-24516 253 14 introduction introduction NOUN crl-24516 253 15 to to ADP crl-24516 253 16 linear linear ADJ crl-24516 253 17 regression regression NOUN crl-24516 253 18 analysis analysis NOUN crl-24516 253 19 ( ( PUNCT crl-24516 253 20 new new PROPN crl-24516 253 21 york york PROPN crl-24516 253 22 , , PUNCT crl-24516 253 23 ny ny PROPN crl-24516 253 24 : : PUNCT crl-24516 253 25 john john PROPN crl-24516 253 26 wiley wiley PROPN crl-24516 253 27 and and CCONJ crl-24516 253 28 sons son NOUN crl-24516 253 29 , , PUNCT crl-24516 253 30 2012 2012 NUM crl-24516 253 31 ) ) PUNCT crl-24516 253 32 ; ; PUNCT crl-24516 253 33 matt matt PROPN crl-24516 253 34 n. n. PROPN crl-24516 253 35 williams williams PROPN crl-24516 253 36 , , PUNCT crl-24516 253 37 carlos carlos PROPN crl-24516 253 38 a.g a.g PROPN crl-24516 253 39 . . PROPN crl-24516 253 40 grajales grajales PROPN crl-24516 253 41 , , PUNCT crl-24516 253 42 and and CCONJ crl-24516 253 43 dason dason NOUN crl-24516 253 44 kurkiewicz kurkiewicz PROPN crl-24516 253 45 , , PUNCT crl-24516 253 46 “ " PUNCT crl-24516 253 47 assumptions assumption NOUN crl-24516 253 48 of of ADP crl-24516 253 49 multiple multiple ADJ crl-24516 253 50 regression regression NOUN crl-24516 253 51 : : PUNCT crl-24516 253 52 correcting correct VERB crl-24516 253 53 two two NUM crl-24516 253 54 misconceptions misconception NOUN crl-24516 253 55 , , PUNCT crl-24516 253 56 ” " PUNCT crl-24516 253 57 practical practical ADJ crl-24516 253 58 assessment assessment NOUN crl-24516 253 59 , , PUNCT crl-24516 253 60 research research NOUN crl-24516 253 61 and and CCONJ crl-24516 253 62 evaluation evaluation NOUN crl-24516 253 63 18 18 NUM crl-24516 253 64 , , PUNCT crl-24516 253 65 no no NOUN crl-24516 253 66 . . NOUN crl-24516 253 67 11 11 NUM crl-24516 253 68 ( ( PUNCT crl-24516 253 69 september september PROPN crl-24516 253 70 2013 2013 NUM crl-24516 253 71 ): ): PUNCT crl-24516 253 72 1–14 1–14 NUM crl-24516 253 73 , , PUNCT crl-24516 253 74 https://pareonline.net/getvn.asp?v=18&n=11 https://pareonline.net/getvn.asp?v=18&n=11 PROPN crl-24516 253 75 . . PUNCT crl-24516 254 1 51 51 NUM crl-24516 254 2 . . PUNCT crl-24516 255 1 cox cox PROPN crl-24516 255 2 , , PUNCT crl-24516 255 3 pinfield pinfield PROPN crl-24516 255 4 , , PUNCT crl-24516 255 5 and and CCONJ crl-24516 255 6 rutter rutter ADV crl-24516 255 7 , , PUNCT crl-24516 255 8 “ " PUNCT crl-24516 255 9 the the DET crl-24516 255 10 intelligent intelligent ADJ crl-24516 255 11 library library NOUN crl-24516 255 12 , , PUNCT crl-24516 255 13 ” " PUNCT crl-24516 255 14 430 430 NUM crl-24516 255 15 . . PUNCT crl-24516 256 1 52 52 NUM crl-24516 256 2 . . PUNCT crl-24516 257 1 theo theo PROPN crl-24516 257 2 lynn lynn PROPN crl-24516 257 3 et et PROPN crl-24516 258 1 al al PROPN crl-24516 258 2 . . PROPN crl-24516 258 3 , , PUNCT crl-24516 258 4 “ " PUNCT crl-24516 258 5 social social ADJ crl-24516 258 6 network network NOUN crl-24516 258 7 sites site NOUN crl-24516 258 8 : : PUNCT crl-24516 258 9 early early ADJ crl-24516 258 10 adopters adopter NOUN crl-24516 258 11 ’ ’ PART crl-24516 258 12 personality personality NOUN crl-24516 258 13 and and CCONJ crl-24516 258 14 influence influence NOUN crl-24516 258 15 , , PUNCT crl-24516 258 16 ” " PUNCT crl-24516 258 17 journal journal NOUN crl-24516 258 18 of of ADP crl-24516 258 19 product product NOUN crl-24516 258 20 and and CCONJ crl-24516 258 21 brand brand NOUN crl-24516 258 22 management management NOUN crl-24516 258 23 26 26 NUM crl-24516 258 24 , , PUNCT crl-24516 258 25 no no INTJ crl-24516 258 26 . . NOUN crl-24516 258 27 1 1 NUM crl-24516 258 28 ( ( PUNCT crl-24516 258 29 2017 2017 NUM crl-24516 258 30 ): ): PUNCT crl-24516 258 31 42–51 42–51 NUM crl-24516 258 32 ; ; PUNCT crl-24516 258 33 rogers roger NOUN crl-24516 258 34 , , PUNCT crl-24516 258 35 diffusion diffusion NOUN crl-24516 258 36 of of ADP crl-24516 258 37 innovations innovation NOUN crl-24516 258 38 . . PUNCT crl-24516 259 1 https://library.stanford.edu/projects/artificial-intelligence https://library.stanford.edu/projects/artificial-intelligence NOUN crl-24516 259 2 https://library.stanford.edu/projects/artificial-intelligence https://library.stanford.edu/projects/artificial-intelligence NOUN crl-24516 259 3 https://pareonline.net/getvn.asp?v=18&n=11 https://pareonline.net/getvn.asp?v=18&n=11 PROPN