id sid tid token lemma pos crl-24914 1 1 332 332 NUM crl-24914 1 2 using use VERB crl-24914 1 3 personas persona NOUN crl-24914 1 4 to to PART crl-24914 1 5 visualize visualize VERB crl-24914 1 6 the the DET crl-24914 1 7 need need NOUN crl-24914 1 8 for for ADP crl-24914 1 9 data data NOUN crl-24914 1 10 stewardship stewardship NOUN crl-24914 1 11 live live ADJ crl-24914 1 12 håndlykken håndlykken PROPN crl-24914 1 13 kvale kvale NOUN crl-24914 1 14 * * PUNCT crl-24914 2 1 there there PRON crl-24914 2 2 is be VERB crl-24914 2 3 a a DET crl-24914 2 4 current current ADJ crl-24914 2 5 discussion discussion NOUN crl-24914 2 6 in in ADP crl-24914 2 7 universities university NOUN crl-24914 2 8 regarding regard VERB crl-24914 2 9 the the DET crl-24914 2 10 need need NOUN crl-24914 2 11 for for ADP crl-24914 2 12 dedicated dedicated ADJ crl-24914 2 13 research research NOUN crl-24914 2 14 data data NOUN crl-24914 2 15 stewards steward NOUN crl-24914 2 16 . . PUNCT crl-24914 3 1 this this DET crl-24914 3 2 article article NOUN crl-24914 3 3 presents present VERB crl-24914 3 4 a a DET crl-24914 3 5 set set NOUN crl-24914 3 6 of of ADP crl-24914 3 7 fictional fictional ADJ crl-24914 3 8 personas persona NOUN crl-24914 3 9 for for ADP crl-24914 3 10 research research NOUN crl-24914 3 11 data datum NOUN crl-24914 3 12 support support NOUN crl-24914 3 13 based base VERB crl-24914 3 14 on on ADP crl-24914 3 15 experience experience NOUN crl-24914 3 16 and and CCONJ crl-24914 3 17 requests request NOUN crl-24914 3 18 by by ADP crl-24914 3 19 experts expert NOUN crl-24914 3 20 in in ADP crl-24914 3 21 different different ADJ crl-24914 3 22 areas area NOUN crl-24914 3 23 of of ADP crl-24914 3 24 data datum NOUN crl-24914 3 25 management management NOUN crl-24914 3 26 . . PUNCT crl-24914 4 1 using use VERB crl-24914 4 2 a a DET crl-24914 4 3 modified modify VERB crl-24914 4 4 delphi delphi ADJ crl-24914 4 5 study study NOUN crl-24914 4 6 , , PUNCT crl-24914 4 7 24 24 NUM crl-24914 4 8 participants participant NOUN crl-24914 4 9 from from ADP crl-24914 4 10 different different ADJ crl-24914 4 11 stakeholder stakeholder NOUN crl-24914 4 12 groups group NOUN crl-24914 4 13 have have AUX crl-24914 4 14 contributed contribute VERB crl-24914 4 15 to to ADP crl-24914 4 16 the the DET crl-24914 4 17 skills skill NOUN crl-24914 4 18 and and CCONJ crl-24914 4 19 backgrounds background NOUN crl-24914 4 20 necessary necessary ADJ crl-24914 4 21 to to PART crl-24914 4 22 fulfill fulfill VERB crl-24914 4 23 the the DET crl-24914 4 24 needs need NOUN crl-24914 4 25 for for ADP crl-24914 4 26 data datum NOUN crl-24914 4 27 stewardship stewardship NOUN crl-24914 4 28 . . PUNCT crl-24914 5 1 inspired inspire VERB crl-24914 5 2 by by ADP crl-24914 5 3 user user NOUN crl-24914 5 4 experience experience NOUN crl-24914 5 5 ( ( PUNCT crl-24914 5 6 ux ux PROPN crl-24914 5 7 ) ) PUNCT crl-24914 5 8 methodology methodology NOUN crl-24914 5 9 , , PUNCT crl-24914 5 10 different different ADJ crl-24914 5 11 data datum NOUN crl-24914 5 12 personas persona NOUN crl-24914 5 13 are be AUX crl-24914 5 14 developed develop VERB crl-24914 5 15 to to PART crl-24914 5 16 illustrate illustrate VERB crl-24914 5 17 the the DET crl-24914 5 18 range range NOUN crl-24914 5 19 of of ADP crl-24914 5 20 skills skill NOUN crl-24914 5 21 required require VERB crl-24914 5 22 to to PART crl-24914 5 23 support support VERB crl-24914 5 24 data data NOUN crl-24914 5 25 management management NOUN crl-24914 5 26 within within ADP crl-24914 5 27 universities university NOUN crl-24914 5 28 . . PUNCT crl-24914 6 1 further far ADV crl-24914 6 2 , , PUNCT crl-24914 6 3 as as ADP crl-24914 6 4 a a DET crl-24914 6 5 competency competency NOUN crl-24914 6 6 hub hub NOUN crl-24914 6 7 for for ADP crl-24914 6 8 data data NOUN crl-24914 6 9 stewards steward NOUN crl-24914 6 10 , , PUNCT crl-24914 6 11 the the DET crl-24914 6 12 development development NOUN crl-24914 6 13 of of ADP crl-24914 6 14 a a DET crl-24914 6 15 research research NOUN crl-24914 6 16 data datum NOUN crl-24914 6 17 support support NOUN crl-24914 6 18 center center NOUN crl-24914 6 19 is be AUX crl-24914 6 20 proposed propose VERB crl-24914 6 21 . . PUNCT crl-24914 7 1 introduction introduction NOUN crl-24914 7 2 data datum NOUN crl-24914 7 3 are be AUX crl-24914 7 4 the the DET crl-24914 7 5 entities entity NOUN crl-24914 7 6 researchers researcher NOUN crl-24914 7 7 draw draw VERB crl-24914 7 8 conclusions conclusion NOUN crl-24914 7 9 from from ADP crl-24914 7 10 and and CCONJ crl-24914 7 11 are be AUX crl-24914 7 12 essential essential ADJ crl-24914 7 13 for for SCONJ crl-24914 7 14 fellow fellow ADJ crl-24914 7 15 researchers researcher NOUN crl-24914 7 16 to to PART crl-24914 7 17 examine examine VERB crl-24914 7 18 and and CCONJ crl-24914 7 19 criticize criticize VERB crl-24914 7 20 results result NOUN crl-24914 7 21 . . PUNCT crl-24914 8 1 transparency transparency NOUN crl-24914 8 2 and and CCONJ crl-24914 8 3 access access NOUN crl-24914 8 4 to to ADP crl-24914 8 5 data data NOUN crl-24914 8 6 , , PUNCT crl-24914 8 7 the the DET crl-24914 8 8 analysis analysis NOUN crl-24914 8 9 applied apply VERB crl-24914 8 10 , , PUNCT crl-24914 8 11 and and CCONJ crl-24914 8 12 the the DET crl-24914 8 13 conclusions conclusion NOUN crl-24914 8 14 drawn draw VERB crl-24914 8 15 are be AUX crl-24914 8 16 part part NOUN crl-24914 8 17 of of ADP crl-24914 8 18 what what PRON crl-24914 8 19 defines define VERB crl-24914 8 20 research.1 research.1 NOUN crl-24914 8 21 data data NOUN crl-24914 8 22 sharing sharing NOUN crl-24914 8 23 and and CCONJ crl-24914 8 24 data datum NOUN crl-24914 8 25 archiving archive VERB crl-24914 8 26 is be AUX crl-24914 8 27 expected expect VERB crl-24914 8 28 to to PART crl-24914 8 29 resolve resolve VERB crl-24914 8 30 the the DET crl-24914 8 31 reproducibility reproducibility NOUN crl-24914 8 32 crisis crisis NOUN crl-24914 8 33 in in ADP crl-24914 8 34 research research NOUN crl-24914 8 35 and and CCONJ crl-24914 8 36 provide provide VERB crl-24914 8 37 new new ADJ crl-24914 8 38 insight.2 insight.2 PROPN crl-24914 8 39 consequently consequently ADV crl-24914 8 40 , , PUNCT crl-24914 8 41 academic academic ADJ crl-24914 8 42 journals journal NOUN crl-24914 8 43 and and CCONJ crl-24914 8 44 research research NOUN crl-24914 8 45 funders funder NOUN crl-24914 8 46 are be AUX crl-24914 8 47 increasingly increasingly ADV crl-24914 8 48 requiring require VERB crl-24914 8 49 research research NOUN crl-24914 8 50 data datum NOUN crl-24914 8 51 to to PART crl-24914 8 52 be be AUX crl-24914 8 53 made make VERB crl-24914 8 54 available.3 available.3 ADJ crl-24914 8 55 along along ADP crl-24914 8 56 with with ADP crl-24914 8 57 requirements requirement NOUN crl-24914 8 58 for for ADP crl-24914 8 59 sharing share VERB crl-24914 8 60 data datum NOUN crl-24914 8 61 in in ADP crl-24914 8 62 academic academic ADJ crl-24914 8 63 research research NOUN crl-24914 8 64 , , PUNCT crl-24914 8 65 there there PRON crl-24914 8 66 has have AUX crl-24914 8 67 been be AUX crl-24914 8 68 a a DET crl-24914 8 69 growing grow VERB crl-24914 8 70 need need NOUN crl-24914 8 71 for for ADP crl-24914 8 72 new new ADJ crl-24914 8 73 skills skill NOUN crl-24914 8 74 for for ADP crl-24914 8 75 data datum NOUN crl-24914 8 76 managers manager NOUN crl-24914 8 77 , , PUNCT crl-24914 8 78 data data NOUN crl-24914 8 79 stewards steward NOUN crl-24914 8 80 , , PUNCT crl-24914 8 81 data datum NOUN crl-24914 8 82 librarians librarian NOUN crl-24914 8 83 , , PUNCT crl-24914 8 84 and and CCONJ crl-24914 8 85 data datum NOUN crl-24914 8 86 scientists.4 scientists.4 X crl-24914 8 87 these these DET crl-24914 8 88 new new ADJ crl-24914 8 89 roles role NOUN crl-24914 8 90 are be AUX crl-24914 8 91 professionals professional NOUN crl-24914 8 92 who who PRON crl-24914 8 93 assist assist VERB crl-24914 8 94 researchers researcher NOUN crl-24914 8 95 in in ADP crl-24914 8 96 managing manage VERB crl-24914 8 97 research research NOUN crl-24914 8 98 data datum NOUN crl-24914 8 99 , , PUNCT crl-24914 8 100 avoiding avoid VERB crl-24914 8 101 data data NOUN crl-24914 8 102 loss loss NOUN crl-24914 8 103 during during ADP crl-24914 8 104 the the DET crl-24914 8 105 research research NOUN crl-24914 8 106 process process NOUN crl-24914 8 107 , , PUNCT crl-24914 8 108 and and CCONJ crl-24914 8 109 preparing prepare VERB crl-24914 8 110 the the DET crl-24914 8 111 data datum NOUN crl-24914 8 112 for for ADP crl-24914 8 113 archiving archiving NOUN crl-24914 8 114 and and CCONJ crl-24914 8 115 public public ADJ crl-24914 8 116 access access NOUN crl-24914 8 117 . . PUNCT crl-24914 9 1 digital digital ADJ crl-24914 9 2 research research NOUN crl-24914 9 3 data datum NOUN crl-24914 9 4 are be AUX crl-24914 9 5 easily easily ADV crl-24914 9 6 lost lose VERB crl-24914 9 7 , , PUNCT crl-24914 9 8 and and CCONJ crl-24914 9 9 steps step NOUN crl-24914 9 10 to to PART crl-24914 9 11 preserve preserve VERB crl-24914 9 12 data datum NOUN crl-24914 9 13 must must AUX crl-24914 9 14 be be AUX crl-24914 9 15 taken take VERB crl-24914 9 16 in in ADP crl-24914 9 17 all all DET crl-24914 9 18 stages stage NOUN crl-24914 9 19 of of ADP crl-24914 9 20 the the DET crl-24914 9 21 research research NOUN crl-24914 9 22 process.5 process.5 PROPN crl-24914 9 23 consequently consequently ADV crl-24914 9 24 , , PUNCT crl-24914 9 25 skills skill VERB crl-24914 9 26 to to PART crl-24914 9 27 maintain maintain VERB crl-24914 9 28 and and CCONJ crl-24914 9 29 curate curate NOUN crl-24914 9 30 data datum NOUN crl-24914 9 31 are be AUX crl-24914 9 32 required require VERB crl-24914 9 33 , , PUNCT crl-24914 9 34 but but CCONJ crl-24914 9 35 which which DET crl-24914 9 36 skills skill NOUN crl-24914 9 37 are be AUX crl-24914 9 38 needed need VERB crl-24914 9 39 ? ? PUNCT crl-24914 10 1 and and CCONJ crl-24914 10 2 where where SCONJ crl-24914 10 3 in in ADP crl-24914 10 4 the the DET crl-24914 10 5 universities university NOUN crl-24914 10 6 should should AUX crl-24914 10 7 curation curation NOUN crl-24914 10 8 services service NOUN crl-24914 10 9 be be AUX crl-24914 10 10 offered offer VERB crl-24914 10 11 ? ? PUNCT crl-24914 11 1 these these DET crl-24914 11 2 questions question NOUN crl-24914 11 3 are be AUX crl-24914 11 4 currently currently ADV crl-24914 11 5 being be AUX crl-24914 11 6 explored6 explored6 NOUN crl-24914 11 7 and and CCONJ crl-24914 11 8 debated debate VERB crl-24914 11 9 in in ADP crl-24914 11 10 libraries library NOUN crl-24914 11 11 and and CCONJ crl-24914 11 12 among among ADP crl-24914 11 13 infrastructure infrastructure NOUN crl-24914 11 14 providers.7 providers.7 NOUN crl-24914 11 15 this this DET crl-24914 11 16 paper paper NOUN crl-24914 11 17 draws draw VERB crl-24914 11 18 on on ADP crl-24914 11 19 a a DET crl-24914 11 20 study study NOUN crl-24914 11 21 of of ADP crl-24914 11 22 stakeholders stakeholder NOUN crl-24914 11 23 involved involve VERB crl-24914 11 24 in in ADP crl-24914 11 25 research research NOUN crl-24914 11 26 data datum NOUN crl-24914 11 27 management management NOUN crl-24914 11 28 in in ADP crl-24914 11 29 norway norway PROPN crl-24914 11 30 involving involve VERB crl-24914 11 31 policymakers policymaker NOUN crl-24914 11 32 ( ( PUNCT crl-24914 11 33 this this DET crl-24914 11 34 group group NOUN crl-24914 11 35 included include VERB crl-24914 11 36 representatives representative NOUN crl-24914 11 37 from from ADP crl-24914 11 38 the the DET crl-24914 11 39 norwegian norwegian ADJ crl-24914 11 40 ministry ministry PROPN crl-24914 11 41 of of ADP crl-24914 11 42 education education NOUN crl-24914 11 43 and and CCONJ crl-24914 11 44 research research NOUN crl-24914 11 45 , , PUNCT crl-24914 11 46 the the DET crl-24914 11 47 research research NOUN crl-24914 11 48 council council PROPN crl-24914 11 49 of of ADP crl-24914 11 50 norway norway PROPN crl-24914 11 51 and and CCONJ crl-24914 11 52 the the DET crl-24914 11 53 rectorate rectorate NOUN crl-24914 11 54 of of ADP crl-24914 11 55 one one NUM crl-24914 11 56 of of ADP crl-24914 11 57 the the DET crl-24914 11 58 included include VERB crl-24914 11 59 universities university NOUN crl-24914 11 60 ) ) PUNCT crl-24914 11 61 , , PUNCT crl-24914 11 62 national national ADJ crl-24914 11 63 infrastructure infrastructure NOUN crl-24914 11 64 providers,8 providers,8 NOUN crl-24914 11 65 and and CCONJ crl-24914 11 66 researchers researcher NOUN crl-24914 11 67 and and CCONJ crl-24914 11 68 research research NOUN crl-24914 11 69 support support NOUN crl-24914 11 70 staff staff NOUN crl-24914 11 71 ( ( PUNCT crl-24914 11 72 in in ADP crl-24914 11 73 university university NOUN crl-24914 11 74 it it PRON crl-24914 11 75 , , PUNCT crl-24914 11 76 library library NOUN crl-24914 11 77 , , PUNCT crl-24914 11 78 and and CCONJ crl-24914 11 79 research research NOUN crl-24914 11 80 office office NOUN crl-24914 11 81 ) ) PUNCT crl-24914 11 82 from from ADP crl-24914 11 83 the the DET crl-24914 11 84 four four NUM crl-24914 11 85 oldest old ADJ crl-24914 11 86 universities university NOUN crl-24914 11 87 in in ADP crl-24914 11 88 norway norway PROPN crl-24914 11 89 . . PUNCT crl-24914 12 1 by by ADP crl-24914 12 2 using use VERB crl-24914 12 3 persona persona NOUN crl-24914 12 4 templates template NOUN crl-24914 12 5 adapted adapt VERB crl-24914 12 6 from from ADP crl-24914 12 7 user user NOUN crl-24914 12 8 experience experience NOUN crl-24914 12 9 ( ( PUNCT crl-24914 12 10 ux ux ADV crl-24914 12 11 ) ) PUNCT crl-24914 12 12 methodology,9 methodology,9 VERB crl-24914 12 13 this this DET crl-24914 12 14 paper paper NOUN crl-24914 12 15 explores explore VERB crl-24914 12 16 how how SCONJ crl-24914 12 17 the the DET crl-24914 12 18 data data NOUN crl-24914 12 19 stewards steward NOUN crl-24914 12 20 are be AUX crl-24914 12 21 described describe VERB crl-24914 12 22 by by ADP crl-24914 12 23 different different ADJ crl-24914 12 24 stakeholders stakeholder NOUN crl-24914 12 25 . . PUNCT crl-24914 13 1 the the DET crl-24914 13 2 aim aim NOUN crl-24914 13 3 with with ADP crl-24914 13 4 * * PUNCT crl-24914 13 5     SPACE crl-24914 13 6 live live ADJ crl-24914 13 7 håndlykken håndlykken PROPN crl-24914 13 8 kvale kvale NOUN crl-24914 13 9 is be AUX crl-24914 13 10 a a DET crl-24914 13 11 phd phd NOUN crl-24914 13 12 candidate candidate NOUN crl-24914 13 13 at at ADP crl-24914 13 14 oslo oslo PROPN crl-24914 13 15 metropolitan metropolitan PROPN crl-24914 13 16 university university PROPN crl-24914 13 17 ; ; PUNCT crl-24914 13 18 email email NOUN crl-24914 13 19 : : PUNCT crl-24914 13 20 live.kvale@oslomet.no live.kvale@oslomet.no NOUN crl-24914 13 21 . . PUNCT crl-24914 14 1 © © ADJ crl-24914 14 2 2021 2021 NUM crl-24914 14 3 live live ADJ crl-24914 14 4 håndlykken håndlykken PROPN crl-24914 14 5 kvale kvale NOUN crl-24914 14 6 , , PUNCT crl-24914 14 7 attribution attribution NOUN crl-24914 14 8 - - PUNCT crl-24914 14 9 noncommercial noncommercial ADJ crl-24914 14 10 ( ( PUNCT crl-24914 14 11 https://creativecommons.org/licenses/by-nc/4.0/ https://creativecommons.org/licenses/by-nc/4.0/ NUM crl-24914 14 12 ) ) PUNCT crl-24914 14 13 cc cc X crl-24914 14 14 by by ADP crl-24914 14 15 - - PUNCT crl-24914 14 16 nc nc PROPN crl-24914 14 17 . . PUNCT crl-24914 15 1 mailto:live.kvale@oslomet.no mailto:live.kvale@oslomet.no PROPN crl-24914 15 2 https://creativecommons.org/licenses/by-nc/4.0/ https://creativecommons.org/licenses/by-nc/4.0/ NOUN crl-24914 15 3 using use VERB crl-24914 15 4 personas persona NOUN crl-24914 15 5 to to PART crl-24914 15 6 visualize visualize VERB crl-24914 15 7 the the DET crl-24914 15 8 need need NOUN crl-24914 15 9 for for ADP crl-24914 15 10 data datum NOUN crl-24914 15 11 stewardship stewardship NOUN crl-24914 15 12 333 333 NUM crl-24914 15 13 the the DET crl-24914 15 14 making making NOUN crl-24914 15 15 of of ADP crl-24914 15 16 the the DET crl-24914 15 17 personas persona NOUN crl-24914 15 18 has have AUX crl-24914 15 19 been be AUX crl-24914 15 20 to to PART crl-24914 15 21 visualize visualize VERB crl-24914 15 22 how how SCONJ crl-24914 15 23 a a DET crl-24914 15 24 data data NOUN crl-24914 15 25 steward steward NOUN crl-24914 15 26 team team NOUN crl-24914 15 27 could could AUX crl-24914 15 28 respond respond VERB crl-24914 15 29 to to ADP crl-24914 15 30 the the DET crl-24914 15 31 various various ADJ crl-24914 15 32 necessary necessary ADJ crl-24914 15 33 competencies competency NOUN crl-24914 15 34 and and CCONJ crl-24914 15 35 skills skill NOUN crl-24914 15 36 needed need VERB crl-24914 15 37 for for ADP crl-24914 15 38 data datum NOUN crl-24914 15 39 management management NOUN crl-24914 15 40 support support NOUN crl-24914 15 41 . . PUNCT crl-24914 16 1 internationally internationally ADV crl-24914 16 2 , , PUNCT crl-24914 16 3 “ " PUNCT crl-24914 16 4 data datum NOUN crl-24914 16 5 steward steward NOUN crl-24914 16 6 ” " PUNCT crl-24914 16 7 is be AUX crl-24914 16 8 one one NUM crl-24914 16 9 of of ADP crl-24914 16 10 several several ADJ crl-24914 16 11 terms term NOUN crl-24914 16 12 used use VERB crl-24914 16 13 in in ADP crl-24914 16 14 the the DET crl-24914 16 15 literature literature NOUN crl-24914 16 16 and and CCONJ crl-24914 16 17 among among ADP crl-24914 16 18 practitioners practitioner NOUN crl-24914 16 19 to to PART crl-24914 16 20 describe describe VERB crl-24914 16 21 a a DET crl-24914 16 22 person person NOUN crl-24914 16 23 working work VERB crl-24914 16 24 with with ADP crl-24914 16 25 research research NOUN crl-24914 16 26 data datum NOUN crl-24914 16 27 management management NOUN crl-24914 16 28 ( ( PUNCT crl-24914 16 29 rdm rdm NOUN crl-24914 16 30 ) ) PUNCT crl-24914 16 31 . . PUNCT crl-24914 17 1 “ " PUNCT crl-24914 17 2 data datum NOUN crl-24914 17 3 librarian librarian NOUN crl-24914 17 4 , , PUNCT crl-24914 17 5 ” " PUNCT crl-24914 17 6 “ " PUNCT crl-24914 17 7 data datum NOUN crl-24914 17 8 manager manager NOUN crl-24914 17 9 , , PUNCT crl-24914 17 10 ” " PUNCT crl-24914 17 11 and and CCONJ crl-24914 17 12 “ " PUNCT crl-24914 17 13 data datum NOUN crl-24914 17 14 curator curator NOUN crl-24914 17 15 ” " PUNCT crl-24914 17 16 are be AUX crl-24914 17 17 examples example NOUN crl-24914 17 18 of of ADP crl-24914 17 19 other other ADJ crl-24914 17 20 titles title NOUN crl-24914 17 21 with with ADP crl-24914 17 22 somewhat somewhat ADV crl-24914 17 23 overlapping overlap VERB crl-24914 17 24 responsibilities.10 responsibilities.10 INTJ crl-24914 17 25 the the DET crl-24914 17 26 term term NOUN crl-24914 17 27 data datum NOUN crl-24914 17 28 steward steward NOUN crl-24914 17 29 is be AUX crl-24914 17 30 used use VERB crl-24914 17 31 in in ADP crl-24914 17 32 this this DET crl-24914 17 33 article article NOUN crl-24914 17 34 , , PUNCT crl-24914 17 35 as as SCONJ crl-24914 17 36 it it PRON crl-24914 17 37 is be AUX crl-24914 17 38 less less ADV crl-24914 17 39 domainspecific domainspecific ADJ crl-24914 17 40 than than ADP crl-24914 17 41 “ " PUNCT crl-24914 17 42 librarian librarian ADJ crl-24914 17 43 , , PUNCT crl-24914 17 44 ” " PUNCT crl-24914 17 45 “ " PUNCT crl-24914 17 46 curator curator NOUN crl-24914 17 47 , , PUNCT crl-24914 17 48 ” " PUNCT crl-24914 17 49 or or CCONJ crl-24914 17 50 “ " PUNCT crl-24914 17 51 scientist scientist NOUN crl-24914 17 52 . . PUNCT crl-24914 17 53 ” " PUNCT crl-24914 18 1 the the DET crl-24914 18 2 usage usage NOUN crl-24914 18 3 of of ADP crl-24914 18 4 “ " PUNCT crl-24914 18 5 data datum NOUN crl-24914 18 6 steward steward NOUN crl-24914 18 7 ” " PUNCT crl-24914 18 8 is be AUX crl-24914 18 9 intended intend VERB crl-24914 18 10 to to PART crl-24914 18 11 include include VERB crl-24914 18 12 all all DET crl-24914 18 13 the the DET crl-24914 18 14 different different ADJ crl-24914 18 15 requirements requirement NOUN crl-24914 18 16 for for ADP crl-24914 18 17 data datum NOUN crl-24914 18 18 management management NOUN crl-24914 18 19 . . PUNCT crl-24914 19 1 the the DET crl-24914 19 2 research research NOUN crl-24914 19 3 question question NOUN crl-24914 19 4 investigated investigate VERB crl-24914 19 5 is be AUX crl-24914 19 6 : : PUNCT crl-24914 19 7 who who PRON crl-24914 19 8 are be AUX crl-24914 19 9 the the DET crl-24914 19 10 data datum NOUN crl-24914 19 11 stewards steward NOUN crl-24914 19 12 in in ADP crl-24914 19 13 the the DET crl-24914 19 14 universities university NOUN crl-24914 19 15 ? ? PUNCT crl-24914 20 1 a. a. NOUN crl-24914 20 2 what what PRON crl-24914 20 3 roles role NOUN crl-24914 20 4 should should AUX crl-24914 20 5 data data NOUN crl-24914 20 6 stewards steward NOUN crl-24914 20 7 play play VERB crl-24914 20 8 ? ? PUNCT crl-24914 21 1 b. b. X crl-24914 21 2 what what PRON crl-24914 21 3 services service NOUN crl-24914 21 4 should should AUX crl-24914 21 5 data data NOUN crl-24914 21 6 stewards steward NOUN crl-24914 21 7 provide provide VERB crl-24914 21 8 as as ADP crl-24914 21 9 part part NOUN crl-24914 21 10 of of ADP crl-24914 21 11 these these DET crl-24914 21 12 roles role NOUN crl-24914 21 13 ? ? PUNCT crl-24914 22 1 c. c. PROPN crl-24914 22 2 what what PRON crl-24914 22 3 skills skill NOUN crl-24914 22 4 do do AUX crl-24914 22 5 data data NOUN crl-24914 22 6 stewards steward NOUN crl-24914 22 7 need need VERB crl-24914 22 8 to to PART crl-24914 22 9 carry carry VERB crl-24914 22 10 out out ADP crl-24914 22 11 these these DET crl-24914 22 12 services service NOUN crl-24914 22 13 ? ? PUNCT crl-24914 23 1 by by ADP crl-24914 23 2 developing develop VERB crl-24914 23 3 a a DET crl-24914 23 4 set set NOUN crl-24914 23 5 of of ADP crl-24914 23 6 data data NOUN crl-24914 23 7 personas persona NOUN crl-24914 23 8 , , PUNCT crl-24914 23 9 it it PRON crl-24914 23 10 becomes become VERB crl-24914 23 11 possible possible ADJ crl-24914 23 12 to to PART crl-24914 23 13 illustrate illustrate VERB crl-24914 23 14 and and CCONJ crl-24914 23 15 exemplify exemplify VERB crl-24914 23 16 one one NUM crl-24914 23 17 possible possible ADJ crl-24914 23 18 response response NOUN crl-24914 23 19 to to ADP crl-24914 23 20 each each DET crl-24914 23 21 research research NOUN crl-24914 23 22 question question NOUN crl-24914 23 23 ; ; PUNCT crl-24914 23 24 it it PRON crl-24914 23 25 is be AUX crl-24914 23 26 not not PART crl-24914 23 27 to to PART crl-24914 23 28 be be AUX crl-24914 23 29 interpreted interpret VERB crl-24914 23 30 as as ADP crl-24914 23 31 a a DET crl-24914 23 32 universal universal ADJ crl-24914 23 33 solution solution NOUN crl-24914 23 34 , , PUNCT crl-24914 23 35 but but CCONJ crl-24914 23 36 rather rather ADV crl-24914 23 37 as as ADP crl-24914 23 38 an an DET crl-24914 23 39 example example NOUN crl-24914 23 40 of of ADP crl-24914 23 41 how how SCONJ crl-24914 23 42 roles role NOUN crl-24914 23 43 , , PUNCT crl-24914 23 44 skills skill NOUN crl-24914 23 45 , , PUNCT crl-24914 23 46 communication communication NOUN crl-24914 23 47 , , PUNCT crl-24914 23 48 and and CCONJ crl-24914 23 49 services service NOUN crl-24914 23 50 for for ADP crl-24914 23 51 data datum NOUN crl-24914 23 52 management management NOUN crl-24914 23 53 may may AUX crl-24914 23 54 be be AUX crl-24914 23 55 organized organize VERB crl-24914 23 56 . . PUNCT crl-24914 24 1 the the DET crl-24914 24 2 findings finding NOUN crl-24914 24 3 also also ADV crl-24914 24 4 focus focus VERB crl-24914 24 5 on on ADP crl-24914 24 6 potential potential ADJ crl-24914 24 7 obstacles obstacle NOUN crl-24914 24 8 and and CCONJ crl-24914 24 9 what what PRON crl-24914 24 10 to to PART crl-24914 24 11 be be AUX crl-24914 24 12 aware aware ADJ crl-24914 24 13 of of ADP crl-24914 24 14 when when SCONJ crl-24914 24 15 developing develop VERB crl-24914 24 16 data datum NOUN crl-24914 24 17 steward steward NOUN crl-24914 24 18 services service NOUN crl-24914 24 19 . . PUNCT crl-24914 25 1 literature literature NOUN crl-24914 25 2 review review VERB crl-24914 25 3 a a DET crl-24914 25 4 broad broad ADJ crl-24914 25 5 range range NOUN crl-24914 25 6 of of ADP crl-24914 25 7 literature literature NOUN crl-24914 25 8 on on ADP crl-24914 25 9 rdm rdm NOUN crl-24914 25 10 skills skill NOUN crl-24914 25 11 were be AUX crl-24914 25 12 identified identify VERB crl-24914 25 13 through through ADP crl-24914 25 14 searches search NOUN crl-24914 25 15 for for ADP crl-24914 25 16 “ " PUNCT crl-24914 25 17 data datum NOUN crl-24914 25 18 steward steward NOUN crl-24914 25 19 , , PUNCT crl-24914 25 20 ” " PUNCT crl-24914 25 21 “ " PUNCT crl-24914 25 22 data datum NOUN crl-24914 25 23 librarian librarian NOUN crl-24914 25 24 , , PUNCT crl-24914 25 25 ” " PUNCT crl-24914 25 26 “ " PUNCT crl-24914 25 27 data datum NOUN crl-24914 25 28 manager manager NOUN crl-24914 25 29 , , PUNCT crl-24914 25 30 ” " PUNCT crl-24914 25 31 and and CCONJ crl-24914 25 32 “ " PUNCT crl-24914 25 33 data datum NOUN crl-24914 25 34 curator curator NOUN crl-24914 25 35 ” " PUNCT crl-24914 25 36 in in ADP crl-24914 25 37 web web NOUN crl-24914 25 38 of of ADP crl-24914 25 39 science science NOUN crl-24914 25 40 and and CCONJ crl-24914 25 41 scopus scopus NOUN crl-24914 25 42 . . PUNCT crl-24914 26 1 these these DET crl-24914 26 2 articles article NOUN crl-24914 26 3 were be AUX crl-24914 26 4 supplemented supplement VERB crl-24914 26 5 by by ADP crl-24914 26 6 searching search VERB crl-24914 26 7 relevant relevant ADJ crl-24914 26 8 journals journal NOUN crl-24914 26 9 that that PRON crl-24914 26 10 are be AUX crl-24914 26 11 not not PART crl-24914 26 12 indexed index VERB crl-24914 26 13 in in ADP crl-24914 26 14 these these DET crl-24914 26 15 databases database NOUN crl-24914 26 16 , , PUNCT crl-24914 26 17 such such ADJ crl-24914 26 18 as as ADP crl-24914 26 19 jeslib jeslib PROPN crl-24914 26 20 and and CCONJ crl-24914 26 21 the the DET crl-24914 26 22 international international ADJ crl-24914 26 23 journal journal NOUN crl-24914 26 24 of of ADP crl-24914 26 25 digital digital ADJ crl-24914 26 26 curation curation NOUN crl-24914 26 27 and and CCONJ crl-24914 26 28 adding add VERB crl-24914 26 29 other other ADJ crl-24914 26 30 relevant relevant ADJ crl-24914 26 31 documents document NOUN crl-24914 26 32 . . PUNCT crl-24914 27 1 the the DET crl-24914 27 2 different different ADJ crl-24914 27 3 articles article NOUN crl-24914 27 4 highlight highlight VERB crl-24914 27 5 the the DET crl-24914 27 6 skills skill NOUN crl-24914 27 7 required require VERB crl-24914 27 8 in in ADP crl-24914 27 9 data data NOUN crl-24914 27 10 management management NOUN crl-24914 27 11 and and CCONJ crl-24914 27 12 the the DET crl-24914 27 13 different different ADJ crl-24914 27 14 roles role NOUN crl-24914 27 15 of of ADP crl-24914 27 16 data data NOUN crl-24914 27 17 professionals professional NOUN crl-24914 27 18 . . PUNCT crl-24914 28 1 the the DET crl-24914 28 2 articles article NOUN crl-24914 28 3 were be AUX crl-24914 28 4 grouped group VERB crl-24914 28 5 into into ADP crl-24914 28 6 three three NUM crl-24914 28 7 categories category NOUN crl-24914 28 8 according accord VERB crl-24914 28 9 to to ADP crl-24914 28 10 how how SCONJ crl-24914 28 11 the the DET crl-24914 28 12 data data NOUN crl-24914 28 13 steward steward NOUN crl-24914 28 14 was be AUX crl-24914 28 15 described describe VERB crl-24914 28 16 : : PUNCT crl-24914 28 17 1 1 X crl-24914 28 18 ) ) PUNCT crl-24914 28 19 new new ADJ crl-24914 28 20 responsibilities responsibility NOUN crl-24914 28 21 of of ADP crl-24914 28 22 the the DET crl-24914 28 23 librarian librarian ADJ crl-24914 28 24 ; ; PUNCT crl-24914 28 25 2 2 X crl-24914 28 26 ) ) PUNCT crl-24914 28 27 the the DET crl-24914 28 28 embedded embed VERB crl-24914 28 29 data data NOUN crl-24914 28 30 steward steward NOUN crl-24914 28 31 in in ADP crl-24914 28 32 the the DET crl-24914 28 33 research research NOUN crl-24914 28 34 environment environment NOUN crl-24914 28 35 ; ; PUNCT crl-24914 28 36 and and CCONJ crl-24914 28 37 3 3 X crl-24914 28 38 ) ) PUNCT crl-24914 28 39 other other ADJ crl-24914 28 40 approaches approach NOUN crl-24914 28 41 to to ADP crl-24914 28 42 data data NOUN crl-24914 28 43 management management NOUN crl-24914 28 44 services service NOUN crl-24914 28 45 . . PUNCT crl-24914 29 1 in in ADP crl-24914 29 2 addition addition NOUN crl-24914 29 3 , , PUNCT crl-24914 29 4 the the DET crl-24914 29 5 literature literature NOUN crl-24914 29 6 review review NOUN crl-24914 29 7 contains contain VERB crl-24914 29 8 a a DET crl-24914 29 9 section section NOUN crl-24914 29 10 on on ADP crl-24914 29 11 the the DET crl-24914 29 12 usage usage NOUN crl-24914 29 13 of of ADP crl-24914 29 14 personas persona NOUN crl-24914 29 15 related relate VERB crl-24914 29 16 to to ADP crl-24914 29 17 data data NOUN crl-24914 29 18 management management NOUN crl-24914 29 19 services service NOUN crl-24914 29 20 . . PUNCT crl-24914 30 1 in in ADP crl-24914 30 2 the the DET crl-24914 30 3 library library NOUN crl-24914 30 4 and and CCONJ crl-24914 30 5 information information NOUN crl-24914 30 6 science science NOUN crl-24914 30 7 literature literature PROPN crl-24914 30 8 a a DET crl-24914 30 9 majority majority NOUN crl-24914 30 10 of of ADP crl-24914 30 11 articles article NOUN crl-24914 30 12 on on ADP crl-24914 30 13 data data NOUN crl-24914 30 14 stewardship stewardship NOUN crl-24914 30 15 aim aim NOUN crl-24914 30 16 at at ADP crl-24914 30 17 clarifying clarify VERB crl-24914 30 18 which which DET crl-24914 30 19 skills skill NOUN crl-24914 30 20 are be AUX crl-24914 30 21 needed need VERB crl-24914 30 22 for for SCONJ crl-24914 30 23 the the DET crl-24914 30 24 data datum NOUN crl-24914 30 25 professional professional ADJ crl-24914 30 26 librarian librarian ADJ crl-24914 30 27 offering offer VERB crl-24914 30 28 data data NOUN crl-24914 30 29 management management NOUN crl-24914 30 30 support support NOUN crl-24914 30 31 to to ADP crl-24914 30 32 researchers researcher NOUN crl-24914 30 33 at at ADP crl-24914 30 34 the the DET crl-24914 30 35 university.11 university.11 ADJ crl-24914 30 36 both both CCONJ crl-24914 30 37 brown brown ADJ crl-24914 30 38 and and CCONJ crl-24914 30 39 federer federer NOUN crl-24914 30 40 emphasize emphasize VERB crl-24914 30 41 that that SCONJ crl-24914 30 42 “ " PUNCT crl-24914 30 43 support support NOUN crl-24914 30 44 for for ADP crl-24914 30 45 researchers researcher NOUN crl-24914 30 46 ’ ’ PART crl-24914 30 47 data datum NOUN crl-24914 30 48 needs need NOUN crl-24914 30 49 is be AUX crl-24914 30 50 a a DET crl-24914 30 51 moving move VERB crl-24914 30 52 target”12 target”12 NOUN crl-24914 30 53 that that PRON crl-24914 30 54 needs need VERB crl-24914 30 55 to to PART crl-24914 30 56 be be AUX crl-24914 30 57 supported support VERB crl-24914 30 58 by by ADP crl-24914 30 59 a a DET crl-24914 30 60 skills skill NOUN crl-24914 30 61 development development NOUN crl-24914 30 62 program program NOUN crl-24914 30 63 in in ADP crl-24914 30 64 libraries.13 libraries.13 X crl-24914 30 65 the the DET crl-24914 30 66 most most ADV crl-24914 30 67 important important ADJ crl-24914 30 68 skills skill NOUN crl-24914 30 69 identified identify VERB crl-24914 30 70 by by ADP crl-24914 30 71 federer federer NOUN crl-24914 30 72 relate relate NOUN crl-24914 30 73 to to ADP crl-24914 30 74 communication communication NOUN crl-24914 30 75 , , PUNCT crl-24914 30 76 presentation presentation NOUN crl-24914 30 77 , , PUNCT crl-24914 30 78 relationship relationship NOUN crl-24914 30 79 with with ADP crl-24914 30 80 researchers researcher NOUN crl-24914 30 81 , , PUNCT crl-24914 30 82 teamwork teamwork NOUN crl-24914 30 83 , , PUNCT crl-24914 30 84 and and CCONJ crl-24914 30 85 one one NUM crl-24914 30 86 - - PUNCT crl-24914 30 87 toone toone NOUN crl-24914 30 88 training.14 training.14 NOUN crl-24914 31 1 this this DET crl-24914 31 2 argument argument NOUN crl-24914 31 3 is be AUX crl-24914 31 4 supported support VERB crl-24914 31 5 by by ADP crl-24914 31 6 kennan kennan PROPN crl-24914 31 7 , , PUNCT crl-24914 31 8 who who PRON crl-24914 31 9 finds find VERB crl-24914 31 10 that that SCONJ crl-24914 31 11 communication communication NOUN crl-24914 31 12 skills skill NOUN crl-24914 31 13 in in ADP crl-24914 31 14 many many ADJ crl-24914 31 15 forms form NOUN crl-24914 31 16 were be AUX crl-24914 31 17 the the DET crl-24914 31 18 most most ADJ crl-24914 31 19 in in ADP crl-24914 31 20 demand demand NOUN crl-24914 31 21 for for ADP crl-24914 31 22 rdm rdm NOUN crl-24914 31 23 positions position NOUN crl-24914 31 24 ; ; PUNCT crl-24914 31 25 she she PRON crl-24914 31 26 further far ADV crl-24914 31 27 emphasizes emphasize VERB crl-24914 31 28 the the DET crl-24914 31 29 need need NOUN crl-24914 31 30 for for ADP crl-24914 31 31 “ " PUNCT crl-24914 31 32 boundless boundless ADJ crl-24914 31 33 curiosity curiosity NOUN crl-24914 31 34 , , PUNCT crl-24914 31 35 ” " PUNCT crl-24914 31 36 including include VERB crl-24914 31 37 both both CCONJ crl-24914 31 38 the the DET crl-24914 31 39 willingness willingness NOUN crl-24914 31 40 and and CCONJ crl-24914 31 41 ability ability NOUN crl-24914 31 42 to to PART crl-24914 31 43 learn learn VERB crl-24914 31 44 new new ADJ crl-24914 31 45 things.15 things.15 PROPN crl-24914 31 46 kennan kennan PROPN crl-24914 31 47 identifies identify VERB crl-24914 31 48 four four NUM crl-24914 31 49 different different ADJ crl-24914 31 50 roles role NOUN crl-24914 31 51 that that PRON crl-24914 31 52 ensure ensure VERB crl-24914 31 53 data data NOUN crl-24914 31 54 management management NOUN crl-24914 31 55 in in ADP crl-24914 31 56 the the DET crl-24914 31 57 different different ADJ crl-24914 31 58 stages stage NOUN crl-24914 31 59 of of ADP crl-24914 31 60 the the DET crl-24914 31 61 data data NOUN crl-24914 31 62 life life NOUN crl-24914 31 63 cycle cycle NOUN crl-24914 31 64 : : PUNCT crl-24914 31 65 “ " PUNCT crl-24914 31 66 the the DET crl-24914 31 67 data datum NOUN crl-24914 31 68 librarian librarian ADJ crl-24914 31 69 / / SYM crl-24914 31 70 data datum NOUN crl-24914 31 71 manager manager NOUN crl-24914 31 72 , , PUNCT crl-24914 31 73 ” " PUNCT crl-24914 31 74 “ " PUNCT crl-24914 31 75 the the DET crl-24914 31 76 data datum NOUN crl-24914 31 77 it it PRON crl-24914 31 78 and and CCONJ crl-24914 31 79 systems system NOUN crl-24914 31 80 experts expert NOUN crl-24914 31 81 , , PUNCT crl-24914 31 82 ” " PUNCT crl-24914 31 83 “ " PUNCT crl-24914 31 84 the the DET crl-24914 31 85 data data NOUN crl-24914 31 86 scientist scientist NOUN crl-24914 31 87 , , PUNCT crl-24914 31 88 ” " PUNCT crl-24914 31 89 and and CCONJ crl-24914 31 90 “ " PUNCT crl-24914 31 91 the the DET crl-24914 31 92 data data NOUN crl-24914 31 93 creator creator NOUN crl-24914 31 94 . . PUNCT crl-24914 32 1 ”16 ”16 PROPN crl-24914 32 2 cox cox PROPN crl-24914 32 3 and and CCONJ crl-24914 32 4 corrall corrall VERB crl-24914 32 5 illustrate illustrate VERB crl-24914 32 6 the the DET crl-24914 32 7 role role NOUN crl-24914 32 8 of of ADP crl-24914 32 9 the the DET crl-24914 32 10 “ " PUNCT crl-24914 32 11 research research NOUN crl-24914 32 12 data data NOUN crl-24914 32 13 manager”17 manager”17 PROPN crl-24914 32 14 in in ADP crl-24914 32 15 the the DET crl-24914 32 16 breach breach NOUN crl-24914 32 17 between between ADP crl-24914 32 18 the the DET crl-24914 32 19 faculty faculty NOUN crl-24914 32 20 and and CCONJ crl-24914 32 21 the the DET crl-24914 32 22 academic academic ADJ crl-24914 32 23 library library NOUN crl-24914 32 24 , , PUNCT crl-24914 32 25 connecting connect VERB crl-24914 32 26 the the DET crl-24914 32 27 institutional institutional ADJ crl-24914 32 28 repository repository ADJ crl-24914 32 29 manager manager NOUN crl-24914 32 30 role role NOUN crl-24914 32 31 in in ADP crl-24914 32 32 the the DET crl-24914 32 33 library library NOUN crl-24914 32 34 with with ADP crl-24914 32 35 the the DET crl-24914 32 36 research research NOUN crl-24914 32 37 produced produce VERB crl-24914 32 38 by by ADP crl-24914 32 39 the the DET crl-24914 32 40 faculty faculty NOUN crl-24914 32 41 . . PUNCT crl-24914 33 1 the the DET crl-24914 33 2 data datum NOUN crl-24914 33 3 librarians librarian NOUN crl-24914 33 4 described describe VERB crl-24914 33 5 can can AUX crl-24914 33 6 either either CCONJ crl-24914 33 7 be be AUX crl-24914 33 8 skilled skilled ADJ crl-24914 33 9 generalists generalist NOUN crl-24914 33 10 in in ADP crl-24914 33 11 data data NOUN crl-24914 33 12 management management NOUN crl-24914 33 13 or or CCONJ crl-24914 33 14 334 334 NUM crl-24914 33 15 college college PROPN crl-24914 33 16 & & CCONJ crl-24914 33 17 research research PROPN crl-24914 33 18 libraries library NOUN crl-24914 34 1 may may AUX crl-24914 34 2 2021 2021 NUM crl-24914 34 3 be be AUX crl-24914 34 4 specialized specialize VERB crl-24914 34 5 in in ADP crl-24914 34 6 a a DET crl-24914 34 7 particular particular ADJ crl-24914 34 8 discipline discipline NOUN crl-24914 34 9 . . PUNCT crl-24914 35 1 disciplinary disciplinary ADJ crl-24914 35 2 specialization specialization NOUN crl-24914 35 3 can can AUX crl-24914 35 4 be be AUX crl-24914 35 5 achieved achieve VERB crl-24914 35 6 through through ADP crl-24914 35 7 engagement engagement NOUN crl-24914 35 8 with with ADP crl-24914 35 9 subject subject ADJ crl-24914 35 10 specialists specialist NOUN crl-24914 35 11 and and CCONJ crl-24914 35 12 researchers.18 researchers.18 VERB crl-24914 35 13 a a DET crl-24914 35 14 data data NOUN crl-24914 35 15 steward steward NOUN crl-24914 35 16 working work VERB crl-24914 35 17 in in ADP crl-24914 35 18 a a DET crl-24914 35 19 research research NOUN crl-24914 35 20 group group NOUN crl-24914 35 21 or or CCONJ crl-24914 35 22 similar similar ADJ crl-24914 35 23 research research NOUN crl-24914 35 24 environment environment NOUN crl-24914 35 25 with with ADP crl-24914 35 26 data data NOUN crl-24914 35 27 management management NOUN crl-24914 35 28 is be AUX crl-24914 35 29 here here ADV crl-24914 35 30 referred refer VERB crl-24914 35 31 to to ADP crl-24914 35 32 as as ADP crl-24914 35 33 embedded embed VERB crl-24914 35 34 data datum NOUN crl-24914 35 35 steward steward ADV crl-24914 35 36 . . PUNCT crl-24914 36 1 these these DET crl-24914 36 2 domain domain NOUN crl-24914 36 3 - - PUNCT crl-24914 36 4 specific specific ADJ crl-24914 36 5 data data NOUN crl-24914 36 6 stewards steward NOUN crl-24914 36 7 are be AUX crl-24914 36 8 primarily primarily ADV crl-24914 36 9 used use VERB crl-24914 36 10 in in ADP crl-24914 36 11 data data NOUN crl-24914 36 12 - - PUNCT crl-24914 36 13 intensive intensive ADJ crl-24914 36 14 research research NOUN crl-24914 36 15 within within ADP crl-24914 36 16 health health NOUN crl-24914 36 17 sciences19 sciences19 NOUN crl-24914 36 18 and and CCONJ crl-24914 36 19 natural natural ADJ crl-24914 36 20 sciences20 sciences20 NOUN crl-24914 36 21 and and CCONJ crl-24914 36 22 specialize specialize VERB crl-24914 36 23 in in ADP crl-24914 36 24 data data NOUN crl-24914 36 25 management management NOUN crl-24914 36 26 in in ADP crl-24914 36 27 a a DET crl-24914 36 28 single single ADJ crl-24914 36 29 discipline discipline NOUN crl-24914 36 30 . . PUNCT crl-24914 37 1 an an DET crl-24914 37 2 editorial editorial NOUN crl-24914 37 3 from from ADP crl-24914 37 4 nature nature NOUN crl-24914 37 5 genetics21 genetics21 NOUN crl-24914 37 6 starts start VERB crl-24914 37 7 with with ADP crl-24914 37 8 a a DET crl-24914 37 9 clear clear ADJ crl-24914 37 10 statement statement NOUN crl-24914 37 11 regarding regard VERB crl-24914 37 12 data data NOUN crl-24914 37 13 stewardship stewardship NOUN crl-24914 37 14 , , PUNCT crl-24914 37 15 asserting assert VERB crl-24914 37 16 that that SCONJ crl-24914 37 17 , , PUNCT crl-24914 37 18 “ " PUNCT crl-24914 37 19 professional professional ADJ crl-24914 37 20 data data NOUN crl-24914 37 21 stewards steward NOUN crl-24914 37 22 be be AUX crl-24914 37 23 trained train VERB crl-24914 37 24 and and CCONJ crl-24914 37 25 employed employ VERB crl-24914 37 26 in in ADP crl-24914 37 27 all all DET crl-24914 37 28 data data NOUN crl-24914 37 29 - - PUNCT crl-24914 37 30 rich rich ADJ crl-24914 37 31 research research NOUN crl-24914 37 32 projects project NOUN crl-24914 37 33 , , PUNCT crl-24914 37 34 [ [ X crl-24914 37 35 which which PRON crl-24914 37 36 ] ] PUNCT crl-24914 37 37 raises raise VERB crl-24914 37 38 the the DET crl-24914 37 39 exciting exciting ADJ crl-24914 37 40 prospect prospect NOUN crl-24914 37 41 they they PRON crl-24914 37 42 will will AUX crl-24914 37 43 conduct conduct VERB crl-24914 37 44 research research NOUN crl-24914 37 45 on on ADP crl-24914 37 46 data data NOUN crl-24914 37 47 - - PUNCT crl-24914 37 48 intensive intensive ADJ crl-24914 37 49 research research NOUN crl-24914 37 50 itself itself PRON crl-24914 37 51 . . PUNCT crl-24914 37 52 ”22 ”22 PUNCT crl-24914 38 1 some some DET crl-24914 38 2 articles article NOUN crl-24914 38 3 describe describe VERB crl-24914 38 4 solutions solution NOUN crl-24914 38 5 for for ADP crl-24914 38 6 data datum NOUN crl-24914 38 7 management management NOUN crl-24914 38 8 within within ADP crl-24914 38 9 national national ADJ crl-24914 38 10 research research PROPN crl-24914 38 11 institutes23 institutes23 PROPN crl-24914 38 12 or or CCONJ crl-24914 38 13 data datum NOUN crl-24914 38 14 centers.24 centers.24 VERB crl-24914 38 15 the the DET crl-24914 38 16 articles article NOUN crl-24914 38 17 on on ADP crl-24914 38 18 embedded embed VERB crl-24914 38 19 data data NOUN crl-24914 38 20 stewards steward NOUN crl-24914 38 21 are be AUX crl-24914 38 22 discipline discipline NOUN crl-24914 38 23 - - PUNCT crl-24914 38 24 specific specific ADJ crl-24914 38 25 and and CCONJ crl-24914 38 26 involve involve VERB crl-24914 38 27 a a DET crl-24914 38 28 high high ADJ crl-24914 38 29 degree degree NOUN crl-24914 38 30 of of ADP crl-24914 38 31 specialization specialization NOUN crl-24914 38 32 with with ADP crl-24914 38 33 a a DET crl-24914 38 34 focus focus NOUN crl-24914 38 35 on on ADP crl-24914 38 36 the the DET crl-24914 38 37 development development NOUN crl-24914 38 38 of of ADP crl-24914 38 39 best good ADJ crl-24914 38 40 practices practice NOUN crl-24914 38 41 and and CCONJ crl-24914 38 42 domainspecific domainspecific ADJ crl-24914 38 43 standards.25 standards.25 NOUN crl-24914 38 44 this this PRON crl-24914 38 45 illustrates illustrate VERB crl-24914 38 46 how how SCONJ crl-24914 38 47 an an DET crl-24914 38 48 embedded embed VERB crl-24914 38 49 data data NOUN crl-24914 38 50 steward steward NOUN crl-24914 38 51 needs need VERB crl-24914 38 52 to to PART crl-24914 38 53 understand understand VERB crl-24914 38 54 the the DET crl-24914 38 55 methods method NOUN crl-24914 38 56 and and CCONJ crl-24914 38 57 data datum NOUN crl-24914 38 58 they they PRON crl-24914 38 59 are be AUX crl-24914 38 60 working work VERB crl-24914 38 61 with with ADP crl-24914 38 62 in in ADP crl-24914 38 63 addition addition NOUN crl-24914 38 64 to to ADP crl-24914 38 65 preservation preservation NOUN crl-24914 38 66 and and CCONJ crl-24914 38 67 metadata metadata PROPN crl-24914 38 68 . . PUNCT crl-24914 39 1 none none NOUN crl-24914 39 2 of of ADP crl-24914 39 3 the the DET crl-24914 39 4 articles article NOUN crl-24914 39 5 describing describe VERB crl-24914 39 6 data datum NOUN crl-24914 39 7 stewards steward NOUN crl-24914 39 8 in in ADP crl-24914 39 9 research research NOUN crl-24914 39 10 environments environment NOUN crl-24914 39 11 are be AUX crl-24914 39 12 from from ADP crl-24914 39 13 the the DET crl-24914 39 14 humanities humanity NOUN crl-24914 39 15 or or CCONJ crl-24914 39 16 the the DET crl-24914 39 17 social social ADJ crl-24914 39 18 sciences science NOUN crl-24914 39 19 . . PUNCT crl-24914 40 1 these these DET crl-24914 40 2 disciplines discipline NOUN crl-24914 40 3 have have AUX crl-24914 40 4 traditionally traditionally ADV crl-24914 40 5 been be AUX crl-24914 40 6 less less ADJ crl-24914 40 7 data datum NOUN crl-24914 40 8 intensive intensive ADJ crl-24914 40 9 , , PUNCT crl-24914 40 10 and and CCONJ crl-24914 40 11 research research NOUN crl-24914 40 12 is be AUX crl-24914 40 13 often often ADV crl-24914 40 14 conducted conduct VERB crl-24914 40 15 without without ADP crl-24914 40 16 data datum NOUN crl-24914 40 17 sharing sharing NOUN crl-24914 40 18 among among ADP crl-24914 40 19 collaborating collaborate VERB crl-24914 40 20 researchers researcher NOUN crl-24914 40 21 . . PUNCT crl-24914 41 1 also also ADV crl-24914 41 2 , , PUNCT crl-24914 41 3 the the DET crl-24914 41 4 humanities humanity NOUN crl-24914 41 5 and and CCONJ crl-24914 41 6 social social ADJ crl-24914 41 7 sciences science NOUN crl-24914 41 8 cater cater NOUN crl-24914 41 9 to to PART crl-24914 41 10 needs need NOUN crl-24914 41 11 differently differently ADV crl-24914 41 12 , , PUNCT crl-24914 41 13 such such ADJ crl-24914 41 14 as as ADP crl-24914 41 15 the the DET crl-24914 41 16 trend trend NOUN crl-24914 41 17 of of ADP crl-24914 41 18 digital digital ADJ crl-24914 41 19 scholarship scholarship NOUN crl-24914 41 20 centers center NOUN crl-24914 41 21 run run VERB crl-24914 41 22 by by ADP crl-24914 41 23 university university NOUN crl-24914 41 24 libraries library NOUN crl-24914 41 25 that that PRON crl-24914 41 26 explicitly explicitly ADV crl-24914 41 27 serve serve VERB crl-24914 41 28 the the DET crl-24914 41 29 field field NOUN crl-24914 41 30 of of ADP crl-24914 41 31 the the DET crl-24914 41 32 digital digital ADJ crl-24914 41 33 humanities.26 humanities.26 VERB crl-24914 41 34 these these PRON crl-24914 41 35 are be AUX crl-24914 41 36 some some DET crl-24914 41 37 possible possible ADJ crl-24914 41 38 explanations explanation NOUN crl-24914 41 39 to to ADP crl-24914 41 40 why why SCONJ crl-24914 41 41 the the DET crl-24914 41 42 experiences experience NOUN crl-24914 41 43 with with ADP crl-24914 41 44 embedded embed VERB crl-24914 41 45 data data NOUN crl-24914 41 46 stewards steward NOUN crl-24914 41 47 in in ADP crl-24914 41 48 the the DET crl-24914 41 49 humanities humanity NOUN crl-24914 41 50 and and CCONJ crl-24914 41 51 social social ADJ crl-24914 41 52 sciences science NOUN crl-24914 41 53 are be AUX crl-24914 41 54 fewer few ADJ crl-24914 41 55 and and CCONJ crl-24914 41 56 newer new ADJ crl-24914 41 57 , , PUNCT crl-24914 41 58 which which PRON crl-24914 41 59 again again ADV crl-24914 41 60 could could AUX crl-24914 41 61 explain explain VERB crl-24914 41 62 why why SCONJ crl-24914 41 63 examples example NOUN crl-24914 41 64 of of ADP crl-24914 41 65 embedded embed VERB crl-24914 41 66 data datum NOUN crl-24914 41 67 scientists scientist NOUN crl-24914 41 68 in in ADP crl-24914 41 69 humanities humanity NOUN crl-24914 41 70 and and CCONJ crl-24914 41 71 social social ADJ crl-24914 41 72 sciences science NOUN crl-24914 41 73 have have AUX crl-24914 41 74 not not PART crl-24914 41 75 yet yet ADV crl-24914 41 76 reached reach VERB crl-24914 41 77 the the DET crl-24914 41 78 literature literature NOUN crl-24914 41 79 . . PUNCT crl-24914 42 1 while while SCONJ crl-24914 42 2 embedded embed VERB crl-24914 42 3 and and CCONJ crl-24914 42 4 library library NOUN crl-24914 42 5 - - PUNCT crl-24914 42 6 centric centric PROPN crl-24914 42 7 were be AUX crl-24914 42 8 the the DET crl-24914 42 9 two two NUM crl-24914 42 10 large large ADJ crl-24914 42 11 categories category NOUN crl-24914 42 12 to to PART crl-24914 42 13 be be AUX crl-24914 42 14 found find VERB crl-24914 42 15 in in ADP crl-24914 42 16 the the DET crl-24914 42 17 literature literature NOUN crl-24914 42 18 , , PUNCT crl-24914 42 19 there there PRON crl-24914 42 20 are be VERB crl-24914 42 21 other other ADJ crl-24914 42 22 approaches approach NOUN crl-24914 42 23 to to ADP crl-24914 42 24 data data NOUN crl-24914 42 25 management management NOUN crl-24914 42 26 services service NOUN crl-24914 42 27 . . PUNCT crl-24914 43 1 one one NUM crl-24914 43 2 example example NOUN crl-24914 43 3 is be AUX crl-24914 43 4 the the DET crl-24914 43 5 onestop onestop NOUN crl-24914 43 6 research research NOUN crl-24914 43 7 support support NOUN crl-24914 43 8 described describe VERB crl-24914 43 9 by by ADP crl-24914 43 10 clements27 clements27 NOUN crl-24914 43 11 where where SCONJ crl-24914 43 12 someone someone PRON crl-24914 43 13 can can AUX crl-24914 43 14 find find VERB crl-24914 43 15 answers answer NOUN crl-24914 43 16 to to ADP crl-24914 43 17 all all DET crl-24914 43 18 questions question NOUN crl-24914 43 19 regarding regard VERB crl-24914 43 20 research research NOUN crl-24914 43 21 data datum NOUN crl-24914 43 22 in in ADP crl-24914 43 23 one one NUM crl-24914 43 24 place place NOUN crl-24914 43 25 , , PUNCT crl-24914 43 26 possibly possibly ADV crl-24914 43 27 a a DET crl-24914 43 28 web web NOUN crl-24914 43 29 portal portal NOUN crl-24914 43 30 . . PUNCT crl-24914 44 1 another another DET crl-24914 44 2 approach approach NOUN crl-24914 44 3 by by ADP crl-24914 44 4 delft delft NOUN crl-24914 44 5 university university PROPN crl-24914 44 6 in in ADP crl-24914 44 7 the the DET crl-24914 44 8 netherlands netherlands PROPN crl-24914 44 9 places place VERB crl-24914 44 10 domain domain NOUN crl-24914 44 11 - - PUNCT crl-24914 44 12 specialized specialize VERB crl-24914 44 13 data data NOUN crl-24914 44 14 stewards steward NOUN crl-24914 44 15 within within ADP crl-24914 44 16 the the DET crl-24914 44 17 faculty faculty NOUN crl-24914 44 18 departments.28 departments.28 NOUN crl-24914 44 19 the the DET crl-24914 44 20 service service NOUN crl-24914 44 21 is be AUX crl-24914 44 22 coordinated coordinate VERB crl-24914 44 23 by by ADP crl-24914 44 24 the the DET crl-24914 44 25 library library NOUN crl-24914 44 26 but but CCONJ crl-24914 44 27 aims aim VERB crl-24914 44 28 to to PART crl-24914 44 29 integrate integrate VERB crl-24914 44 30 the the DET crl-24914 44 31 services service NOUN crl-24914 44 32 of of ADP crl-24914 44 33 the the DET crl-24914 44 34 data data NOUN crl-24914 44 35 steward steward NOUN crl-24914 44 36 in in ADP crl-24914 44 37 each each DET crl-24914 44 38 faculty faculty NOUN crl-24914 44 39 . . PUNCT crl-24914 45 1 still still ADV crl-24914 45 2 , , PUNCT crl-24914 45 3 their their PRON crl-24914 45 4 goal goal NOUN crl-24914 45 5 is be AUX crl-24914 45 6 to to PART crl-24914 45 7 provide provide VERB crl-24914 45 8 “ " PUNCT crl-24914 45 9 more more ADV crl-24914 45 10 granular granular ADJ crl-24914 45 11 disciplinary disciplinary ADJ crl-24914 45 12 experts expert NOUN crl-24914 45 13 . . PUNCT crl-24914 45 14 ”29 ”29 X crl-24914 46 1 the the DET crl-24914 46 2 report report NOUN crl-24914 46 3 from from ADP crl-24914 46 4 research research NOUN crl-24914 46 5 libraries library NOUN crl-24914 46 6 uk uk PROPN crl-24914 46 7 and and CCONJ crl-24914 46 8 matt matt PROPN crl-24914 46 9 greenhall greenhall PROPN crl-24914 46 10 exploring explore VERB crl-24914 46 11 digital digital ADJ crl-24914 46 12 scholarship scholarship NOUN crl-24914 46 13 in in ADP crl-24914 46 14 uk uk PROPN crl-24914 46 15 libraries librarie VERB crl-24914 46 16 argues argue VERB crl-24914 46 17 for for ADP crl-24914 46 18 a a DET crl-24914 46 19 “ " PUNCT crl-24914 46 20 mixed mixed ADJ crl-24914 46 21 economy economy NOUN crl-24914 46 22 of of ADP crl-24914 46 23 digital digital ADJ crl-24914 46 24 scholarship scholarship NOUN crl-24914 46 25 support”30 support”30 PROPN crl-24914 46 26 whereby whereby SCONJ crl-24914 46 27 the the DET crl-24914 46 28 library library NOUN crl-24914 46 29 partner partner NOUN crl-24914 46 30 supplies supply VERB crl-24914 46 31 other other ADJ crl-24914 46 32 research research NOUN crl-24914 46 33 support support NOUN crl-24914 46 34 facilities facility NOUN crl-24914 46 35 at at ADP crl-24914 46 36 the the DET crl-24914 46 37 universities university NOUN crl-24914 46 38 with with ADP crl-24914 46 39 complementary complementary ADJ crl-24914 46 40 expertise expertise NOUN crl-24914 46 41 in in ADP crl-24914 46 42 data data NOUN crl-24914 46 43 management management NOUN crl-24914 46 44 . . PUNCT crl-24914 47 1 in in ADP crl-24914 47 2 literature literature NOUN crl-24914 47 3 on on ADP crl-24914 47 4 data datum NOUN crl-24914 47 5 scientists scientist NOUN crl-24914 47 6 the the DET crl-24914 47 7 term term NOUN crl-24914 47 8 “ " PUNCT crl-24914 47 9 data datum NOUN crl-24914 47 10 unicorns”31 unicorns”31 NOUN crl-24914 47 11 is be AUX crl-24914 47 12 used use VERB crl-24914 47 13 to to PART crl-24914 47 14 mean mean VERB crl-24914 47 15 an an DET crl-24914 47 16 unrealistic unrealistic ADJ crl-24914 47 17 skillset skillset NOUN crl-24914 47 18 for for ADP crl-24914 47 19 one one NUM crl-24914 47 20 person person NOUN crl-24914 47 21 . . PUNCT crl-24914 48 1 kennan kennan PROPN crl-24914 48 2 transfers transfer VERB crl-24914 48 3 this this PRON crl-24914 48 4 to to ADP crl-24914 48 5 the the DET crl-24914 48 6 idea idea NOUN crl-24914 48 7 of of ADP crl-24914 48 8 the the DET crl-24914 48 9 data data NOUN crl-24914 48 10 steward.32 steward.32 VERB crl-24914 48 11 what what PRON crl-24914 48 12 the the DET crl-24914 48 13 literature literature NOUN crl-24914 48 14 on on ADP crl-24914 48 15 data datum NOUN crl-24914 48 16 stewards steward NOUN crl-24914 48 17 has have AUX crl-24914 48 18 in in ADP crl-24914 48 19 common common ADJ crl-24914 48 20 is be AUX crl-24914 48 21 the the DET crl-24914 48 22 exploration exploration NOUN crl-24914 48 23 of of ADP crl-24914 48 24 professional professional ADJ crl-24914 48 25 domains domain NOUN crl-24914 48 26 and and CCONJ crl-24914 48 27 services service NOUN crl-24914 48 28 new new ADJ crl-24914 48 29 to to ADP crl-24914 48 30 librarianship librarianship NOUN crl-24914 48 31 . . PUNCT crl-24914 49 1 the the DET crl-24914 49 2 primary primary ADJ crl-24914 49 3 challenges challenge NOUN crl-24914 49 4 described describe VERB crl-24914 49 5 include include VERB crl-24914 49 6 the the DET crl-24914 49 7 targeting targeting NOUN crl-24914 49 8 of of ADP crl-24914 49 9 the the DET crl-24914 49 10 right right ADJ crl-24914 49 11 level level NOUN crl-24914 49 12 of of ADP crl-24914 49 13 specialization specialization NOUN crl-24914 49 14 versus versus ADP crl-24914 49 15 the the DET crl-24914 49 16 general general ADJ crl-24914 49 17 knowledge knowledge NOUN crl-24914 49 18 of of ADP crl-24914 49 19 data data NOUN crl-24914 49 20 management management NOUN crl-24914 49 21 and and CCONJ crl-24914 49 22 communication communication NOUN crl-24914 49 23 and and CCONJ crl-24914 49 24 collaboration collaboration NOUN crl-24914 49 25 between between ADP crl-24914 49 26 the the DET crl-24914 49 27 different different ADJ crl-24914 49 28 levels level NOUN crl-24914 49 29 within within ADP crl-24914 49 30 the the DET crl-24914 49 31 organization.33 organization.33 NOUN crl-24914 49 32 in in ADP crl-24914 49 33 the the DET crl-24914 49 34 context context NOUN crl-24914 49 35 of of ADP crl-24914 49 36 rdm rdm NOUN crl-24914 49 37 , , PUNCT crl-24914 49 38 there there PRON crl-24914 49 39 are be VERB crl-24914 49 40 three three NUM crl-24914 49 41 examples example NOUN crl-24914 49 42 of of ADP crl-24914 49 43 the the DET crl-24914 49 44 usage usage NOUN crl-24914 49 45 of of ADP crl-24914 49 46 personas34 personas34 NOUN crl-24914 49 47 within within ADP crl-24914 49 48 the the DET crl-24914 49 49 literature literature NOUN crl-24914 49 50 . . PUNCT crl-24914 50 1 lage lage NOUN crl-24914 50 2 builds build VERB crl-24914 50 3 on on ADP crl-24914 50 4 the the DET crl-24914 50 5 usage usage NOUN crl-24914 50 6 of of ADP crl-24914 50 7 personas persona NOUN crl-24914 50 8 to to PART crl-24914 50 9 improve improve VERB crl-24914 50 10 institutional institutional ADJ crl-24914 50 11 repositories repository NOUN crl-24914 50 12 for for ADP crl-24914 50 13 publication.35 publication.35 NOUN crl-24914 50 14 crowston crowston NOUN crl-24914 50 15 includes include VERB crl-24914 50 16 “ " PUNCT crl-24914 50 17 abby abby VERB crl-24914 50 18 the the DET crl-24914 50 19 science science NOUN crl-24914 50 20 data datum NOUN crl-24914 50 21 librarian”36 librarian”36 VERB crl-24914 50 22 in in ADP crl-24914 50 23 the the DET crl-24914 50 24 group group NOUN crl-24914 50 25 of of ADP crl-24914 50 26 users user NOUN crl-24914 50 27 of of ADP crl-24914 50 28 research research NOUN crl-24914 50 29 data datum NOUN crl-24914 50 30 repository repository NOUN crl-24914 50 31 . . PUNCT crl-24914 51 1 both both PRON crl-24914 51 2 focus focus VERB crl-24914 51 3 on on ADP crl-24914 51 4 the the DET crl-24914 51 5 researcher researcher NOUN crl-24914 51 6 , , PUNCT crl-24914 51 7 presenting present VERB crl-24914 51 8 five37 five37 PROPN crl-24914 51 9 and and CCONJ crl-24914 51 10 eight38 eight38 PROPN crl-24914 51 11 researcher researcher PROPN crl-24914 51 12 personas persona VERB crl-24914 51 13 with with ADP crl-24914 51 14 different different ADJ crl-24914 51 15 needs need NOUN crl-24914 51 16 in in ADP crl-24914 51 17 regard regard NOUN crl-24914 51 18 to to ADP crl-24914 51 19 data data NOUN crl-24914 51 20 management management NOUN crl-24914 51 21 and and CCONJ crl-24914 51 22 different different ADJ crl-24914 51 23 interests interest NOUN crl-24914 51 24 in in ADP crl-24914 51 25 using use VERB crl-24914 51 26 institutional institutional ADJ crl-24914 51 27 archives archive NOUN crl-24914 51 28 for for ADP crl-24914 51 29 research research NOUN crl-24914 51 30 data datum NOUN crl-24914 51 31 . . PUNCT crl-24914 52 1 a a DET crl-24914 52 2 recent recent ADJ crl-24914 52 3 report report NOUN crl-24914 52 4 on on ADP crl-24914 52 5 education education NOUN crl-24914 52 6 for for ADP crl-24914 52 7 data datum NOUN crl-24914 52 8 stewards steward NOUN crl-24914 52 9 from from ADP crl-24914 52 10 using use VERB crl-24914 52 11 personas persona NOUN crl-24914 52 12 to to PART crl-24914 52 13 visualize visualize VERB crl-24914 52 14 the the DET crl-24914 52 15 need need NOUN crl-24914 52 16 for for ADP crl-24914 52 17 data datum NOUN crl-24914 52 18 stewardship stewardship NOUN crl-24914 52 19 335 335 NUM crl-24914 52 20 denmark39 denmark39 NOUN crl-24914 52 21 presents present VERB crl-24914 52 22 the the DET crl-24914 52 23 use use NOUN crl-24914 52 24 of of ADP crl-24914 52 25 personas persona NOUN crl-24914 52 26 to to PART crl-24914 52 27 illustrate illustrate VERB crl-24914 52 28 the the DET crl-24914 52 29 different different ADJ crl-24914 52 30 needs need NOUN crl-24914 52 31 and and CCONJ crl-24914 52 32 skill skill NOUN crl-24914 52 33 sets set NOUN crl-24914 52 34 requested request VERB crl-24914 52 35 for for ADP crl-24914 52 36 data datum NOUN crl-24914 52 37 stewards steward NOUN crl-24914 52 38 in in ADP crl-24914 52 39 both both CCONJ crl-24914 52 40 the the DET crl-24914 52 41 corporate corporate ADJ crl-24914 52 42 and and CCONJ crl-24914 52 43 research research NOUN crl-24914 52 44 sectors sector NOUN crl-24914 52 45 . . PUNCT crl-24914 53 1 methodology methodology NOUN crl-24914 53 2 rdm rdm NOUN crl-24914 53 3 is be AUX crl-24914 53 4 a a DET crl-24914 53 5 rapidly rapidly ADV crl-24914 53 6 developing develop VERB crl-24914 53 7 domain domain NOUN crl-24914 53 8 . . PUNCT crl-24914 54 1 to to PART crl-24914 54 2 grasp grasp VERB crl-24914 54 3 some some PRON crl-24914 54 4 of of ADP crl-24914 54 5 the the DET crl-24914 54 6 changes change NOUN crl-24914 54 7 and and CCONJ crl-24914 54 8 developments development NOUN crl-24914 54 9 , , PUNCT crl-24914 54 10 a a DET crl-24914 54 11 delphi delphi ADJ crl-24914 54 12 study study NOUN crl-24914 54 13 with with ADP crl-24914 54 14 an an DET crl-24914 54 15 expert expert NOUN crl-24914 54 16 group group NOUN crl-24914 54 17 and and CCONJ crl-24914 54 18 multiple multiple ADJ crl-24914 54 19 rounds round NOUN crl-24914 54 20 of of ADP crl-24914 54 21 data data NOUN crl-24914 54 22 collection collection NOUN crl-24914 54 23 was be AUX crl-24914 54 24 found find VERB crl-24914 54 25 to to PART crl-24914 54 26 be be AUX crl-24914 54 27 suitable.40 suitable.40 NOUN crl-24914 54 28 the the DET crl-24914 54 29 expert expert NOUN crl-24914 54 30 group group NOUN crl-24914 54 31 of of ADP crl-24914 54 32 participants participant NOUN crl-24914 54 33 in in ADP crl-24914 54 34 a a DET crl-24914 54 35 delphi delphi ADJ crl-24914 54 36 study study NOUN crl-24914 54 37 provided provide VERB crl-24914 54 38 the the DET crl-24914 54 39 possibility possibility NOUN crl-24914 54 40 of of ADP crl-24914 54 41 bringing bring VERB crl-24914 54 42 preliminary preliminary ADJ crl-24914 54 43 findings finding NOUN crl-24914 54 44 back back ADV crl-24914 54 45 for for ADP crl-24914 54 46 discussion discussion NOUN crl-24914 54 47 , , PUNCT crl-24914 54 48 contributing contribute VERB crl-24914 54 49 to to ADP crl-24914 54 50 the the DET crl-24914 54 51 understanding understanding NOUN crl-24914 54 52 of of ADP crl-24914 54 53 the the DET crl-24914 54 54 perception perception NOUN crl-24914 54 55 of of ADP crl-24914 54 56 roles role NOUN crl-24914 54 57 through through ADP crl-24914 54 58 negotiation negotiation NOUN crl-24914 54 59 , , PUNCT crl-24914 54 60 testing testing NOUN crl-24914 54 61 , , PUNCT crl-24914 54 62 and and CCONJ crl-24914 54 63 learning learn VERB crl-24914 54 64 . . PUNCT crl-24914 55 1 a a DET crl-24914 55 2 group group NOUN crl-24914 55 3 of of ADP crl-24914 55 4 24 24 NUM crl-24914 55 5 stakeholders stakeholder NOUN crl-24914 55 6 participated participate VERB crl-24914 55 7 in in ADP crl-24914 55 8 the the DET crl-24914 55 9 study study NOUN crl-24914 55 10 ( ( PUNCT crl-24914 55 11 see see VERB crl-24914 55 12 table table NOUN crl-24914 55 13 1 1 NUM crl-24914 55 14 ) ) PUNCT crl-24914 55 15 . . PUNCT crl-24914 56 1 the the DET crl-24914 56 2 group group NOUN crl-24914 56 3 contained contain VERB crl-24914 56 4 representatives representative NOUN crl-24914 56 5 from from ADP crl-24914 56 6 policymakers policymaker NOUN crl-24914 56 7 and and CCONJ crl-24914 56 8 national national ADJ crl-24914 56 9 infrastructure infrastructure NOUN crl-24914 56 10 providers provider NOUN crl-24914 56 11 in in ADP crl-24914 56 12 addition addition NOUN crl-24914 56 13 to to ADP crl-24914 56 14 researchers researcher NOUN crl-24914 56 15 and and CCONJ crl-24914 56 16 research research NOUN crl-24914 56 17 support support NOUN crl-24914 56 18 staff staff NOUN crl-24914 56 19 from from ADP crl-24914 56 20 four four NUM crl-24914 56 21 universities university NOUN crl-24914 56 22 in in ADP crl-24914 56 23 norway norway PROPN crl-24914 56 24 . . PUNCT crl-24914 57 1 recruitment recruitment NOUN crl-24914 57 2 of of ADP crl-24914 57 3 participants participant NOUN crl-24914 57 4 from from ADP crl-24914 57 5 different different ADJ crl-24914 57 6 stakeholder stakeholder NOUN crl-24914 57 7 groups group NOUN crl-24914 57 8 was be AUX crl-24914 57 9 to to PART crl-24914 57 10 include include VERB crl-24914 57 11 different different ADJ crl-24914 57 12 aspects aspect NOUN crl-24914 57 13 of of ADP crl-24914 57 14 the the DET crl-24914 57 15 development development NOUN crl-24914 57 16 of of ADP crl-24914 57 17 the the DET crl-24914 57 18 sociotechnical sociotechnical ADJ crl-24914 57 19 infrastructure infrastructure NOUN crl-24914 57 20 for for ADP crl-24914 57 21 research research NOUN crl-24914 57 22 data datum NOUN crl-24914 57 23 and and CCONJ crl-24914 57 24 potentially potentially ADV crl-24914 57 25 uncover uncover VERB crl-24914 57 26 gaps gap NOUN crl-24914 57 27 or or CCONJ crl-24914 57 28 disagreements disagreement NOUN crl-24914 57 29 . . PUNCT crl-24914 58 1 the the DET crl-24914 58 2 data datum NOUN crl-24914 58 3 steward steward NOUN crl-24914 58 4 was be AUX crl-24914 58 5 one one NUM crl-24914 58 6 element element NOUN crl-24914 58 7 highlighted highlight VERB crl-24914 58 8 from from ADP crl-24914 58 9 multiple multiple ADJ crl-24914 58 10 stakeholders stakeholder NOUN crl-24914 58 11 as as ADP crl-24914 58 12 a a DET crl-24914 58 13 gap gap NOUN crl-24914 58 14 or or CCONJ crl-24914 58 15 missing miss VERB crl-24914 58 16 link link NOUN crl-24914 58 17 . . PUNCT crl-24914 59 1 the the DET crl-24914 59 2 four four NUM crl-24914 59 3 universities university NOUN crl-24914 59 4 are be AUX crl-24914 59 5 the the DET crl-24914 59 6 oldest old ADJ crl-24914 59 7 in in ADP crl-24914 59 8 norway norway PROPN crl-24914 59 9 , , PUNCT crl-24914 59 10 are be AUX crl-24914 59 11 all all PRON crl-24914 59 12 multidisciplinary multidisciplinary ADJ crl-24914 59 13 , , PUNCT crl-24914 59 14 and and CCONJ crl-24914 59 15 have have VERB crl-24914 59 16 well well ADV crl-24914 59 17 - - PUNCT crl-24914 59 18 established establish VERB crl-24914 59 19 collaborations collaboration NOUN crl-24914 59 20 on on ADP crl-24914 59 21 administrative administrative ADJ crl-24914 59 22 and and CCONJ crl-24914 59 23 technical technical ADJ crl-24914 59 24 infrastructure infrastructure NOUN crl-24914 59 25 . . PUNCT crl-24914 60 1 from from ADP crl-24914 60 2 the the DET crl-24914 60 3 policymakers policymaker NOUN crl-24914 60 4 , , PUNCT crl-24914 60 5 rectors rector NOUN crl-24914 60 6 of of ADP crl-24914 60 7 research research NOUN crl-24914 60 8 at at ADP crl-24914 60 9 the the DET crl-24914 60 10 four four NUM crl-24914 60 11 universities university NOUN crl-24914 60 12 were be AUX crl-24914 60 13 invited invite VERB crl-24914 60 14 to to PART crl-24914 60 15 participate participate VERB crl-24914 60 16 ( ( PUNCT crl-24914 60 17 unfortunately unfortunately ADV crl-24914 60 18 , , PUNCT crl-24914 60 19 only only ADV crl-24914 60 20 one one NUM crl-24914 60 21 of of ADP crl-24914 60 22 the the DET crl-24914 60 23 four four NUM crl-24914 60 24 invited invite VERB crl-24914 60 25 rectors rector NOUN crl-24914 60 26 agreed agree VERB crl-24914 60 27 to to PART crl-24914 60 28 participate participate VERB crl-24914 60 29 ) ) PUNCT crl-24914 60 30 in in ADP crl-24914 60 31 addition addition NOUN crl-24914 60 32 to to ADP crl-24914 60 33 representatives representative NOUN crl-24914 60 34 from from ADP crl-24914 60 35 the the DET crl-24914 60 36 norwegian norwegian ADJ crl-24914 60 37 ministry ministry PROPN crl-24914 60 38 of of ADP crl-24914 60 39 knowledge knowledge NOUN crl-24914 60 40 and and CCONJ crl-24914 60 41 research research NOUN crl-24914 60 42 and and CCONJ crl-24914 60 43 the the DET crl-24914 60 44 research research NOUN crl-24914 60 45 council council PROPN crl-24914 60 46 of of ADP crl-24914 60 47 norway norway PROPN crl-24914 60 48 . . PUNCT crl-24914 61 1 the the DET crl-24914 61 2 infrastructure infrastructure NOUN crl-24914 61 3 providers provider NOUN crl-24914 61 4 represent represent VERB crl-24914 61 5 different different ADJ crl-24914 61 6 organizations organization NOUN crl-24914 61 7 that that PRON crl-24914 61 8 offer offer VERB crl-24914 61 9 data datum NOUN crl-24914 61 10 archiving archive VERB crl-24914 61 11 services service NOUN crl-24914 61 12 to to ADP crl-24914 61 13 universities university NOUN crl-24914 61 14 in in ADP crl-24914 61 15 norway norway PROPN crl-24914 61 16 ( ( PUNCT crl-24914 61 17 these these DET crl-24914 61 18 three three NUM crl-24914 61 19 are be AUX crl-24914 61 20 all all ADV crl-24914 61 21 publicly publicly ADV crl-24914 61 22 funded fund VERB crl-24914 61 23 and and CCONJ crl-24914 61 24 offer offer VERB crl-24914 61 25 different different ADJ crl-24914 61 26 archive archive NOUN crl-24914 61 27 services service NOUN crl-24914 61 28 ) ) PUNCT crl-24914 61 29 . . PUNCT crl-24914 62 1 the the DET crl-24914 62 2 researchers researcher NOUN crl-24914 62 3 were be AUX crl-24914 62 4 invited invite VERB crl-24914 62 5 based base VERB crl-24914 62 6 on on ADP crl-24914 62 7 their their PRON crl-24914 62 8 receipt receipt NOUN crl-24914 62 9 of of ADP crl-24914 62 10 european european PROPN crl-24914 62 11 union union PROPN crl-24914 62 12 ( ( PUNCT crl-24914 62 13 eu eu PROPN crl-24914 62 14 ) ) PUNCT crl-24914 62 15 funding funding NOUN crl-24914 62 16 . . PUNCT crl-24914 63 1 the the DET crl-24914 63 2 eu eu PROPN crl-24914 63 3 requires require VERB crl-24914 63 4 data data NOUN crl-24914 63 5 management management NOUN crl-24914 63 6 plans plan NOUN crl-24914 63 7 from from ADP crl-24914 63 8 the the DET crl-24914 63 9 projects project NOUN crl-24914 63 10 they they PRON crl-24914 63 11 fund fund VERB crl-24914 63 12 . . PUNCT crl-24914 64 1 researchers researcher NOUN crl-24914 64 2 were be AUX crl-24914 64 3 identified identify VERB crl-24914 64 4 through through ADP crl-24914 64 5 the the DET crl-24914 64 6 cordis cordis PROPN crl-24914 64 7 webpage webpage NOUN crl-24914 64 8 ( ( PUNCT crl-24914 64 9 https://cordis.europa.eu/en https://cordis.europa.eu/en NUM crl-24914 64 10 ) ) PUNCT crl-24914 64 11 ; ; PUNCT crl-24914 64 12 of of ADP crl-24914 64 13 25 25 NUM crl-24914 64 14 invited invite VERB crl-24914 64 15 researchers researcher NOUN crl-24914 64 16 , , PUNCT crl-24914 64 17 8 8 NUM crl-24914 64 18 participated participate VERB crl-24914 64 19 in in ADP crl-24914 64 20 the the DET crl-24914 64 21 study study NOUN crl-24914 64 22 . . PUNCT crl-24914 65 1 this this DET crl-24914 65 2 way way NOUN crl-24914 65 3 of of ADP crl-24914 65 4 identifying identify VERB crl-24914 65 5 and and CCONJ crl-24914 65 6 recruiting recruit VERB crl-24914 65 7 researchers researcher NOUN crl-24914 65 8 was be AUX crl-24914 65 9 done do VERB crl-24914 65 10 to to PART crl-24914 65 11 avoid avoid VERB crl-24914 65 12 potential potential ADJ crl-24914 65 13 biases bias NOUN crl-24914 65 14 related relate VERB crl-24914 65 15 to to ADP crl-24914 65 16 engagement engagement NOUN crl-24914 65 17 with with ADP crl-24914 65 18 data datum NOUN crl-24914 65 19 management management NOUN crl-24914 65 20 as as ADP crl-24914 65 21 a a DET crl-24914 65 22 topic topic NOUN crl-24914 65 23 . . PUNCT crl-24914 66 1 it it PRON crl-24914 66 2 also also ADV crl-24914 66 3 gave give VERB crl-24914 66 4 a a DET crl-24914 66 5 pool pool NOUN crl-24914 66 6 of of ADP crl-24914 66 7 researchers researcher NOUN crl-24914 66 8 with with ADP crl-24914 66 9 different different ADJ crl-24914 66 10 disciplinary disciplinary ADJ crl-24914 66 11 backgrounds background NOUN crl-24914 66 12 ( ( PUNCT crl-24914 66 13 biology biology NOUN crl-24914 66 14 , , PUNCT crl-24914 66 15 musicology musicology NOUN crl-24914 66 16 , , PUNCT crl-24914 66 17 science science NOUN crl-24914 66 18 studies study NOUN crl-24914 66 19 , , PUNCT crl-24914 66 20 economics economic NOUN crl-24914 66 21 , , PUNCT crl-24914 66 22 neuroscience neuroscience NOUN crl-24914 66 23 , , PUNCT crl-24914 66 24 psychology psychology NOUN crl-24914 66 25 , , PUNCT crl-24914 66 26 philosophy philosophy NOUN crl-24914 66 27 , , PUNCT crl-24914 66 28 gender gender NOUN crl-24914 66 29 studies study NOUN crl-24914 66 30 ) ) PUNCT crl-24914 66 31 . . PUNCT crl-24914 67 1 the the DET crl-24914 67 2 grouping grouping NOUN crl-24914 67 3 of of ADP crl-24914 67 4 researchers researcher NOUN crl-24914 67 5 as as ADP crl-24914 67 6 working work VERB crl-24914 67 7 either either CCONJ crl-24914 67 8 individually individually ADV crl-24914 67 9 ( ( PUNCT crl-24914 67 10 ri ri NOUN crl-24914 67 11 ) ) PUNCT crl-24914 67 12 or or CCONJ crl-24914 67 13 collaboratively collaboratively ADV crl-24914 67 14 ( ( PUNCT crl-24914 67 15 rg rg PROPN crl-24914 67 16 ) ) PUNCT crl-24914 67 17 was be AUX crl-24914 67 18 done do VERB crl-24914 67 19 during during ADP crl-24914 67 20 the the DET crl-24914 67 21 analysis analysis NOUN crl-24914 67 22 of of ADP crl-24914 67 23 data datum NOUN crl-24914 67 24 from from ADP crl-24914 67 25 the the DET crl-24914 67 26 first first ADJ crl-24914 67 27 round round NOUN crl-24914 67 28 of of ADP crl-24914 67 29 collection collection NOUN crl-24914 67 30 , , PUNCT crl-24914 67 31 as as SCONJ crl-24914 67 32 the the DET crl-24914 67 33 needs need NOUN crl-24914 67 34 described describe VERB crl-24914 67 35 corresponded correspond VERB crl-24914 67 36 with with ADP crl-24914 67 37 how how SCONJ crl-24914 67 38 the the DET crl-24914 67 39 researchers researcher NOUN crl-24914 67 40 collaborated collaborate VERB crl-24914 67 41 with with ADP crl-24914 67 42 other other ADJ crl-24914 67 43 researchers researcher NOUN crl-24914 67 44 on on ADP crl-24914 67 45 data datum NOUN crl-24914 67 46 , , PUNCT crl-24914 67 47 rather rather ADV crl-24914 67 48 than than ADP crl-24914 67 49 with with ADP crl-24914 67 50 disciplinary disciplinary ADJ crl-24914 67 51 backgrounds background NOUN crl-24914 67 52 . . PUNCT crl-24914 68 1 the the DET crl-24914 68 2 research research NOUN crl-24914 68 3 support support NOUN crl-24914 68 4 staff staff NOUN crl-24914 68 5 were be AUX crl-24914 68 6 recruited recruit VERB crl-24914 68 7 with with ADP crl-24914 68 8 the the DET crl-24914 68 9 focus focus NOUN crl-24914 68 10 of of ADP crl-24914 68 11 including include VERB crl-24914 68 12 representatives representative NOUN crl-24914 68 13 from from ADP crl-24914 68 14 three three NUM crl-24914 68 15 types type NOUN crl-24914 68 16 of of ADP crl-24914 68 17 table table NOUN crl-24914 68 18 1 1 NUM crl-24914 68 19 the the DET crl-24914 68 20 participants participant NOUN crl-24914 68 21 organized organize VERB crl-24914 68 22 according accord VERB crl-24914 68 23 to to ADP crl-24914 68 24 role role NOUN crl-24914 68 25 role role NOUN crl-24914 68 26 / / SYM crl-24914 68 27 stakeholder stakeholder NOUN crl-24914 68 28 category category NOUN crl-24914 68 29 individual individual ADJ crl-24914 68 30 participant participant NOUN crl-24914 68 31 codes code NOUN crl-24914 68 32 researchers researcher NOUN crl-24914 68 33 working work VERB crl-24914 68 34 individually individually ADV crl-24914 68 35 ri ri ADP crl-24914 68 36 riz riz PROPN crl-24914 68 37 rij rij PROPN crl-24914 68 38 ril ril NOUN crl-24914 68 39 rib rib NOUN crl-24914 68 40 researchers researcher NOUN crl-24914 68 41 working work VERB crl-24914 68 42 in in ADP crl-24914 68 43 groups group NOUN crl-24914 68 44 rg rg PROPN crl-24914 68 45 rgv rgv PROPN crl-24914 68 46 rgd rgd PROPN crl-24914 68 47 rga rga VERB crl-24914 68 48 rgw rgw PROPN crl-24914 68 49 policymakers policymaker NOUN crl-24914 68 50 po po NOUN crl-24914 68 51 pou pou NOUN crl-24914 68 52 pos pos PROPN crl-24914 68 53 pok pok PROPN crl-24914 68 54 infrastructure infrastructure NOUN crl-24914 68 55 service service NOUN crl-24914 68 56 providers provider NOUN crl-24914 68 57 in in ADP crl-24914 68 58 inh inh PROPN crl-24914 68 59 ino ino PROPN crl-24914 68 60 inr inr PROPN crl-24914 68 61 research research NOUN crl-24914 68 62 support support NOUN crl-24914 68 63 it it PRON crl-24914 69 1 it it PRON crl-24914 69 2 ite ite VERB crl-24914 69 3 ity ity NOUN crl-24914 69 4 iti iti PRON crl-24914 69 5 research research NOUN crl-24914 69 6 support support NOUN crl-24914 69 7 , , PUNCT crl-24914 69 8 research research NOUN crl-24914 69 9 office office NOUN crl-24914 69 10 ro ro PROPN crl-24914 69 11 roc roc PROPN crl-24914 69 12 rox rox PROPN crl-24914 69 13 rot rot PROPN crl-24914 69 14 research research NOUN crl-24914 69 15 support support NOUN crl-24914 69 16 , , PUNCT crl-24914 69 17 library library PROPN crl-24914 69 18 l l PROPN crl-24914 69 19 lm lm PROPN crl-24914 69 20 lp lp PROPN crl-24914 69 21 lg lg ADV crl-24914 69 22 ln ln PROPN crl-24914 69 23 https://cordis.europa.eu/en https://cordis.europa.eu/en PROPN crl-24914 69 24 336 336 NUM crl-24914 69 25 college college PROPN crl-24914 69 26 & & CCONJ crl-24914 69 27 research research PROPN crl-24914 69 28 libraries library NOUN crl-24914 69 29 may may AUX crl-24914 69 30 2021 2021 NUM crl-24914 69 31 research research NOUN crl-24914 69 32 support support NOUN crl-24914 69 33 services service NOUN crl-24914 69 34 ( ( PUNCT crl-24914 69 35 library library NOUN crl-24914 69 36 , , PUNCT crl-24914 69 37 it it PRON crl-24914 69 38 , , PUNCT crl-24914 69 39 and and CCONJ crl-24914 69 40 the the DET crl-24914 69 41 research research NOUN crl-24914 69 42 office office NOUN crl-24914 69 43 ) ) PUNCT crl-24914 69 44 . . PUNCT crl-24914 70 1 five five NUM crl-24914 70 2 of of ADP crl-24914 70 3 the the DET crl-24914 70 4 research research NOUN crl-24914 70 5 support support NOUN crl-24914 70 6 participants participant NOUN crl-24914 70 7 also also ADV crl-24914 70 8 had have VERB crl-24914 70 9 previous previous ADJ crl-24914 70 10 experience experience NOUN crl-24914 70 11 as as ADP crl-24914 70 12 researchers researcher NOUN crl-24914 70 13 , , PUNCT crl-24914 70 14 and and CCONJ crl-24914 70 15 two two NUM crl-24914 70 16 provided provide VERB crl-24914 70 17 it it PRON crl-24914 70 18 services service NOUN crl-24914 70 19 that that PRON crl-24914 70 20 were be AUX crl-24914 70 21 offered offer VERB crl-24914 70 22 both both CCONJ crl-24914 70 23 locally locally ADV crl-24914 70 24 and and CCONJ crl-24914 70 25 nationally nationally ADV crl-24914 70 26 . . PUNCT crl-24914 71 1 in in ADP crl-24914 71 2 some some DET crl-24914 71 3 cases case NOUN crl-24914 71 4 , , PUNCT crl-24914 71 5 the the DET crl-24914 71 6 participants participant NOUN crl-24914 71 7 did do AUX crl-24914 71 8 not not PART crl-24914 71 9 want want VERB crl-24914 71 10 their their PRON crl-24914 71 11 statements statement NOUN crl-24914 71 12 to to PART crl-24914 71 13 be be AUX crl-24914 71 14 identified identify VERB crl-24914 71 15 with with ADP crl-24914 71 16 them they PRON crl-24914 71 17 ; ; PUNCT crl-24914 71 18 these these PRON crl-24914 71 19 have have AUX crl-24914 71 20 been be AUX crl-24914 71 21 marked mark VERB crl-24914 71 22 with with ADP crl-24914 71 23 stakeholder stakeholder NOUN crl-24914 71 24 category category NOUN crl-24914 71 25 . . PUNCT crl-24914 72 1 within within ADP crl-24914 72 2 ux ux PROPN crl-24914 72 3 methodology methodology PROPN crl-24914 72 4 , , PUNCT crl-24914 72 5 personas persona NOUN crl-24914 72 6 are be AUX crl-24914 72 7 commonly commonly ADV crl-24914 72 8 used use VERB crl-24914 72 9 to to PART crl-24914 72 10 describe describe VERB crl-24914 72 11 users user NOUN crl-24914 72 12 of of ADP crl-24914 72 13 computer computer NOUN crl-24914 72 14 systems.41 systems.41 NOUN crl-24914 72 15 the the DET crl-24914 72 16 development development NOUN crl-24914 72 17 of of ADP crl-24914 72 18 personas personas PROPN crl-24914 72 19 builds build VERB crl-24914 72 20 on on ADP crl-24914 72 21 data datum NOUN crl-24914 72 22 collected collect VERB crl-24914 72 23 through through ADP crl-24914 72 24 interviews interview NOUN crl-24914 72 25 or or CCONJ crl-24914 72 26 surveys survey NOUN crl-24914 72 27 , , PUNCT crl-24914 72 28 with with ADP crl-24914 72 29 the the DET crl-24914 72 30 aim aim NOUN crl-24914 72 31 of of ADP crl-24914 72 32 creating create VERB crl-24914 72 33 fictional fictional ADJ crl-24914 72 34 characters character NOUN crl-24914 72 35 , , PUNCT crl-24914 72 36 either either CCONJ crl-24914 72 37 based base VERB crl-24914 72 38 on on ADP crl-24914 72 39 the the DET crl-24914 72 40 participants participant NOUN crl-24914 72 41 or or CCONJ crl-24914 72 42 to to PART crl-24914 72 43 fill fill VERB crl-24914 72 44 the the DET crl-24914 72 45 roles role NOUN crl-24914 72 46 they they PRON crl-24914 72 47 describe describe VERB crl-24914 72 48 . . PUNCT crl-24914 73 1 by by ADP crl-24914 73 2 creating create VERB crl-24914 73 3 personas persona NOUN crl-24914 73 4 , , PUNCT crl-24914 73 5 system system NOUN crl-24914 73 6 developers developer NOUN crl-24914 73 7 flip flip VERB crl-24914 73 8 the the DET crl-24914 73 9 focus focus NOUN crl-24914 73 10 from from ADP crl-24914 73 11 the the DET crl-24914 73 12 system system NOUN crl-24914 73 13 to to ADP crl-24914 73 14 the the DET crl-24914 73 15 user user NOUN crl-24914 73 16 , , PUNCT crl-24914 73 17 aiming aim VERB crl-24914 73 18 to to PART crl-24914 73 19 create create VERB crl-24914 73 20 a a DET crl-24914 73 21 product product NOUN crl-24914 73 22 that that PRON crl-24914 73 23 fits fit VERB crl-24914 73 24 well well ADV crl-24914 73 25 for for ADP crl-24914 73 26 some some DET crl-24914 73 27 users user NOUN crl-24914 73 28 , , PUNCT crl-24914 73 29 rather rather ADV crl-24914 73 30 than than ADP crl-24914 73 31 merely merely ADV crl-24914 73 32 adequately adequately ADV crl-24914 73 33 for for ADP crl-24914 73 34 everyone.42 everyone.42 NOUN crl-24914 73 35 with with ADP crl-24914 73 36 the the DET crl-24914 73 37 ongoing ongoing ADJ crl-24914 73 38 changes change NOUN crl-24914 73 39 in in ADP crl-24914 73 40 the the DET crl-24914 73 41 data data NOUN crl-24914 73 42 management management NOUN crl-24914 73 43 landscape landscape NOUN crl-24914 73 44 and and CCONJ crl-24914 73 45 current current ADJ crl-24914 73 46 infrastructure infrastructure NOUN crl-24914 73 47 development development NOUN crl-24914 73 48 , , PUNCT crl-24914 73 49 the the DET crl-24914 73 50 data data NOUN crl-24914 73 51 stewards steward NOUN crl-24914 73 52 will will AUX crl-24914 73 53 be be AUX crl-24914 73 54 central central ADJ crl-24914 73 55 users user NOUN crl-24914 73 56 . . PUNCT crl-24914 74 1 still still ADV crl-24914 74 2 , , PUNCT crl-24914 74 3 who who PRON crl-24914 74 4 will will AUX crl-24914 74 5 fill fill VERB crl-24914 74 6 these these DET crl-24914 74 7 roles role NOUN crl-24914 74 8 is be AUX crl-24914 74 9 not not PART crl-24914 74 10 clear clear ADJ crl-24914 74 11 . . PUNCT crl-24914 75 1 by by ADP crl-24914 75 2 using use VERB crl-24914 75 3 the the DET crl-24914 75 4 expert expert NOUN crl-24914 75 5 group group NOUN crl-24914 75 6 of of ADP crl-24914 75 7 the the DET crl-24914 75 8 delhi delhi ADJ crl-24914 75 9 study study NOUN crl-24914 75 10 to to PART crl-24914 75 11 develop develop VERB crl-24914 75 12 data data NOUN crl-24914 75 13 stewardship stewardship NOUN crl-24914 75 14 personas persona NOUN crl-24914 75 15 , , PUNCT crl-24914 75 16 this this DET crl-24914 75 17 study study NOUN crl-24914 75 18 is be AUX crl-24914 75 19 not not PART crl-24914 75 20 claiming claim VERB crl-24914 75 21 to to PART crl-24914 75 22 offer offer VERB crl-24914 75 23 a a DET crl-24914 75 24 universal universal ADJ crl-24914 75 25 solution solution NOUN crl-24914 75 26 but but CCONJ crl-24914 75 27 provides provide VERB crl-24914 75 28 an an DET crl-24914 75 29 illustration illustration NOUN crl-24914 75 30 of of ADP crl-24914 75 31 how how SCONJ crl-24914 75 32 the the DET crl-24914 75 33 different different ADJ crl-24914 75 34 roles role NOUN crl-24914 75 35 could could AUX crl-24914 75 36 be be AUX crl-24914 75 37 distributed distribute VERB crl-24914 75 38 . . PUNCT crl-24914 76 1 data datum NOUN crl-24914 76 2 steward steward NOUN crl-24914 76 3 personas persona NOUN crl-24914 76 4 can can AUX crl-24914 76 5 be be AUX crl-24914 76 6 useful useful ADJ crl-24914 76 7 both both PRON crl-24914 76 8 to to AUX crl-24914 76 9 system system NOUN crl-24914 76 10 developers developer NOUN crl-24914 76 11 and and CCONJ crl-24914 76 12 to to ADP crl-24914 76 13 the the DET crl-24914 76 14 universities university NOUN crl-24914 76 15 that that PRON crl-24914 76 16 employ employ VERB crl-24914 76 17 data data NOUN crl-24914 76 18 stewards steward NOUN crl-24914 76 19 and and CCONJ crl-24914 76 20 develop develop VERB crl-24914 76 21 data data NOUN crl-24914 76 22 management management NOUN crl-24914 76 23 services service NOUN crl-24914 76 24 . . PUNCT crl-24914 77 1 figure figure NOUN crl-24914 77 2 1 1 NUM crl-24914 77 3 illustrates illustrate VERB crl-24914 77 4 the the DET crl-24914 77 5 different different ADJ crl-24914 77 6 phases phase NOUN crl-24914 77 7 of of ADP crl-24914 77 8 the the DET crl-24914 77 9 study study NOUN crl-24914 77 10 . . PUNCT crl-24914 78 1 in in ADP crl-24914 78 2 the the DET crl-24914 78 3 exploration exploration NOUN crl-24914 78 4 phase phase NOUN crl-24914 78 5 ( ( PUNCT crl-24914 78 6 january january PROPN crl-24914 78 7 2018 2018 NUM crl-24914 78 8 ) ) PUNCT crl-24914 78 9 , , PUNCT crl-24914 78 10 open open ADJ crl-24914 78 11 interviews interview NOUN crl-24914 78 12 approximately approximately ADV crl-24914 78 13 one one NUM crl-24914 78 14 hour hour NOUN crl-24914 78 15 long long ADV crl-24914 78 16 were be AUX crl-24914 78 17 conducted conduct VERB crl-24914 78 18 with with ADP crl-24914 78 19 the the DET crl-24914 78 20 participants participant NOUN crl-24914 78 21 . . PUNCT crl-24914 79 1 data datum NOUN crl-24914 79 2 stewardship stewardship NOUN crl-24914 79 3 and and CCONJ crl-24914 79 4 skills skill NOUN crl-24914 79 5 for for ADP crl-24914 79 6 data data NOUN crl-24914 79 7 management management NOUN crl-24914 79 8 were be AUX crl-24914 79 9 but but CCONJ crl-24914 79 10 two two NUM crl-24914 79 11 of of ADP crl-24914 79 12 the the DET crl-24914 79 13 several several ADJ crl-24914 79 14 themes theme NOUN crl-24914 79 15 brought bring VERB crl-24914 79 16 up up ADP crl-24914 79 17 in in ADP crl-24914 79 18 the the DET crl-24914 79 19 interviews interview NOUN crl-24914 79 20 . . PUNCT crl-24914 80 1 to to PART crl-24914 80 2 further far ADV crl-24914 80 3 explore explore VERB crl-24914 80 4 the the DET crl-24914 80 5 expectations expectation NOUN crl-24914 80 6 of of ADP crl-24914 80 7 the the DET crl-24914 80 8 different different ADJ crl-24914 80 9 stakeholders stakeholder NOUN crl-24914 80 10 interviewed interview VERB crl-24914 80 11 regarding regard VERB crl-24914 80 12 data datum NOUN crl-24914 80 13 stewards steward NOUN crl-24914 80 14 , , PUNCT crl-24914 80 15 the the DET crl-24914 80 16 second second ADJ crl-24914 80 17 round round NOUN crl-24914 80 18 of of ADP crl-24914 80 19 data data NOUN crl-24914 80 20 collection collection NOUN crl-24914 80 21 ( ( PUNCT crl-24914 80 22 september september PROPN crl-24914 80 23 2018 2018 NUM crl-24914 80 24 ) ) PUNCT crl-24914 80 25 had have VERB crl-24914 80 26 a a DET crl-24914 80 27 section section NOUN crl-24914 80 28 dedicated dedicate VERB crl-24914 80 29 to to ADP crl-24914 80 30 the the DET crl-24914 80 31 data data NOUN crl-24914 80 32 steward steward NOUN crl-24914 80 33 ( ( PUNCT crl-24914 80 34 see see VERB crl-24914 80 35 appendix appendix PROPN crl-24914 80 36 ) ) PUNCT crl-24914 80 37 inspired inspire VERB crl-24914 80 38 by by ADP crl-24914 80 39 ux ux PROPN crl-24914 80 40 - - PUNCT crl-24914 80 41 persona persona NOUN crl-24914 80 42 design design NOUN crl-24914 80 43 . . PUNCT crl-24914 81 1 all all DET crl-24914 81 2 answers answer NOUN crl-24914 81 3 were be AUX crl-24914 81 4 given give VERB crl-24914 81 5 in in ADP crl-24914 81 6 free free ADJ crl-24914 81 7 text text NOUN crl-24914 81 8 and and CCONJ crl-24914 81 9 were be AUX crl-24914 81 10 optional optional ADJ crl-24914 81 11 . . PUNCT crl-24914 82 1 figure figure VERB crl-24914 82 2 1 1 NUM crl-24914 82 3 delphi delphi ADV crl-24914 82 4 - - PUNCT crl-24914 82 5 inspired inspire VERB crl-24914 82 6 multiphase multiphase NOUN crl-24914 82 7 method43 method43 NOUN crl-24914 82 8 using use VERB crl-24914 82 9 personas persona NOUN crl-24914 82 10 to to PART crl-24914 82 11 visualize visualize VERB crl-24914 82 12 the the DET crl-24914 82 13 need need NOUN crl-24914 82 14 for for ADP crl-24914 82 15 data datum NOUN crl-24914 82 16 stewardship stewardship NOUN crl-24914 82 17 337 337 NUM crl-24914 82 18 in in ADP crl-24914 82 19 the the DET crl-24914 82 20 concluding concluding NOUN crl-24914 82 21 phase phase NOUN crl-24914 82 22 ( ( PUNCT crl-24914 82 23 march march PROPN crl-24914 82 24 2019 2019 NUM crl-24914 82 25 ) ) PUNCT crl-24914 82 26 , , PUNCT crl-24914 82 27 a a DET crl-24914 82 28 first first ADJ crl-24914 82 29 draft draft NOUN crl-24914 82 30 for for ADP crl-24914 82 31 three three NUM crl-24914 82 32 personas persona NOUN crl-24914 82 33 was be AUX crl-24914 82 34 developed develop VERB crl-24914 82 35 based base VERB crl-24914 82 36 on on ADP crl-24914 82 37 the the DET crl-24914 82 38 preliminary preliminary ADJ crl-24914 82 39 findings finding NOUN crl-24914 82 40 . . PUNCT crl-24914 83 1 this this DET crl-24914 83 2 draft draft NOUN crl-24914 83 3 was be AUX crl-24914 83 4 presented present VERB crl-24914 83 5 and and CCONJ crl-24914 83 6 discussed discuss VERB crl-24914 83 7 with with ADP crl-24914 83 8 the the DET crl-24914 83 9 participants participant NOUN crl-24914 83 10 in in ADP crl-24914 83 11 open open ADJ crl-24914 83 12 interviews interview NOUN crl-24914 83 13 lasting last VERB crl-24914 83 14 about about ADV crl-24914 83 15 30 30 NUM crl-24914 83 16 minutes minute NOUN crl-24914 83 17 . . PUNCT crl-24914 84 1 the the DET crl-24914 84 2 persona persona NOUN crl-24914 84 3 drafts draft NOUN crl-24914 84 4 were be AUX crl-24914 84 5 shared share VERB crl-24914 84 6 with with ADP crl-24914 84 7 participants participant NOUN crl-24914 84 8 prior prior ADV crl-24914 84 9 to to ADP crl-24914 84 10 interviews interview NOUN crl-24914 84 11 as as ADP crl-24914 84 12 part part NOUN crl-24914 84 13 of of ADP crl-24914 84 14 the the DET crl-24914 84 15 interview interview NOUN crl-24914 84 16 guide guide NOUN crl-24914 84 17 . . PUNCT crl-24914 85 1 the the DET crl-24914 85 2 findings finding NOUN crl-24914 85 3 presented present VERB crl-24914 85 4 in in ADP crl-24914 85 5 this this DET crl-24914 85 6 article article NOUN crl-24914 85 7 are be AUX crl-24914 85 8 from from ADP crl-24914 85 9 all all DET crl-24914 85 10 three three NUM crl-24914 85 11 rounds round NOUN crl-24914 85 12 of of ADP crl-24914 85 13 data data NOUN crl-24914 85 14 collection collection NOUN crl-24914 85 15 and and CCONJ crl-24914 85 16 include include VERB crl-24914 85 17 an an DET crl-24914 85 18 integrated integrated ADJ crl-24914 85 19 analysis44 analysis44 NOUN crl-24914 85 20 of of ADP crl-24914 85 21 the the DET crl-24914 85 22 results result NOUN crl-24914 85 23 . . PUNCT crl-24914 86 1 quotes quote NOUN crl-24914 86 2 presented present VERB crl-24914 86 3 in in ADP crl-24914 86 4 this this DET crl-24914 86 5 paper paper NOUN crl-24914 86 6 are be AUX crl-24914 86 7 marked mark VERB crl-24914 86 8 with with ADP crl-24914 86 9 a a DET crl-24914 86 10 participant participant ADJ crl-24914 86 11 code code NOUN crl-24914 86 12 and and CCONJ crl-24914 86 13 1 1 NUM crl-24914 86 14 or or CCONJ crl-24914 86 15 2 2 NUM crl-24914 86 16 , , PUNCT crl-24914 86 17 referring refer VERB crl-24914 86 18 to to ADP crl-24914 86 19 first first ADJ crl-24914 86 20 or or CCONJ crl-24914 86 21 second second ADJ crl-24914 86 22 interview interview NOUN crl-24914 86 23 ( ( PUNCT crl-24914 86 24 for for ADP crl-24914 86 25 instance instance NOUN crl-24914 86 26 , , PUNCT crl-24914 86 27 “ " PUNCT crl-24914 86 28 rga2 rga2 NOUN crl-24914 86 29 ” " PUNCT crl-24914 86 30 ) ) PUNCT crl-24914 86 31 . . PUNCT crl-24914 87 1 data datum NOUN crl-24914 87 2 from from ADP crl-24914 87 3 the the DET crl-24914 87 4 survey survey NOUN crl-24914 87 5 are be AUX crl-24914 87 6 not not PART crl-24914 87 7 linked link VERB crl-24914 87 8 to to ADP crl-24914 87 9 participant participant NOUN crl-24914 87 10 . . PUNCT crl-24914 88 1 the the DET crl-24914 88 2 collected collect VERB crl-24914 88 3 data datum NOUN crl-24914 88 4 were be AUX crl-24914 88 5 , , PUNCT crl-24914 88 6 for for ADP crl-24914 88 7 the the DET crl-24914 88 8 most most ADJ crl-24914 88 9 part part NOUN crl-24914 88 10 , , PUNCT crl-24914 88 11 qualitatively qualitatively ADV crl-24914 88 12 coded code VERB crl-24914 88 13 and and CCONJ crl-24914 88 14 analyzed analyze VERB crl-24914 88 15 thematically,45 thematically,45 NOUN crl-24914 88 16 initially initially ADV crl-24914 88 17 using use VERB crl-24914 88 18 the the DET crl-24914 88 19 software software NOUN crl-24914 88 20 nvivo nvivo ADJ crl-24914 88 21 and and CCONJ crl-24914 88 22 later later ADV crl-24914 88 23 using use VERB crl-24914 88 24 xml xml NOUN crl-24914 88 25 for for ADP crl-24914 88 26 thematic thematic ADJ crl-24914 88 27 coding code VERB crl-24914 88 28 and and CCONJ crl-24914 88 29 python python NOUN crl-24914 88 30 script script NOUN crl-24914 88 31 for for ADP crl-24914 88 32 extraction extraction NOUN crl-24914 88 33 . . PUNCT crl-24914 89 1 some some PRON crl-24914 89 2 of of ADP crl-24914 89 3 the the DET crl-24914 89 4 results result NOUN crl-24914 89 5 from from ADP crl-24914 89 6 the the DET crl-24914 89 7 surveys survey NOUN crl-24914 89 8 , , PUNCT crl-24914 89 9 such such ADJ crl-24914 89 10 as as ADP crl-24914 89 11 background background NOUN crl-24914 89 12 , , PUNCT crl-24914 89 13 education education NOUN crl-24914 89 14 , , PUNCT crl-24914 89 15 and and CCONJ crl-24914 89 16 skills skill NOUN crl-24914 89 17 , , PUNCT crl-24914 89 18 were be AUX crl-24914 89 19 counted count VERB crl-24914 89 20 and and CCONJ crl-24914 89 21 treated treat VERB crl-24914 89 22 quantitatively quantitatively ADV crl-24914 89 23 . . PUNCT crl-24914 90 1 most most ADJ crl-24914 90 2 participants participant NOUN crl-24914 90 3 granted grant VERB crl-24914 90 4 permission permission NOUN crl-24914 90 5 to to PART crl-24914 90 6 share share VERB crl-24914 90 7 the the DET crl-24914 90 8 whole whole NOUN crl-24914 90 9 or or CCONJ crl-24914 90 10 parts part NOUN crl-24914 90 11 of of ADP crl-24914 90 12 the the DET crl-24914 90 13 data datum NOUN crl-24914 90 14 with with ADP crl-24914 90 15 directly directly ADV crl-24914 90 16 identifiable identifiable ADJ crl-24914 90 17 information information NOUN crl-24914 90 18 such such ADJ crl-24914 90 19 as as ADP crl-24914 90 20 names name NOUN crl-24914 90 21 removed remove VERB crl-24914 90 22 . . PUNCT crl-24914 91 1 they they PRON crl-24914 91 2 all all PRON crl-24914 91 3 had have VERB crl-24914 91 4 the the DET crl-24914 91 5 opportunity opportunity NOUN crl-24914 91 6 to to PART crl-24914 91 7 review review VERB crl-24914 91 8 data datum NOUN crl-24914 91 9 they they PRON crl-24914 91 10 contributed contribute VERB crl-24914 91 11 ahead ahead ADV crl-24914 91 12 of of ADP crl-24914 91 13 publication publication NOUN crl-24914 91 14 and and CCONJ crl-24914 91 15 to to PART crl-24914 91 16 indicate indicate VERB crl-24914 91 17 if if SCONJ crl-24914 91 18 there there PRON crl-24914 91 19 were be VERB crl-24914 91 20 parts part NOUN crl-24914 91 21 they they PRON crl-24914 91 22 did do AUX crl-24914 91 23 not not PART crl-24914 91 24 want want VERB crl-24914 91 25 published publish VERB crl-24914 91 26 . . PUNCT crl-24914 92 1 the the DET crl-24914 92 2 data datum NOUN crl-24914 92 3 , , PUNCT crl-24914 92 4 including include VERB crl-24914 92 5 the the DET crl-24914 92 6 xml xml NOUN crl-24914 92 7 codebook codebook PROPN crl-24914 92 8 , , PUNCT crl-24914 92 9 python python NOUN crl-24914 92 10 script script NOUN crl-24914 92 11 , , PUNCT crl-24914 92 12 interview interview NOUN crl-24914 92 13 guides guide NOUN crl-24914 92 14 , , PUNCT crl-24914 92 15 transcripts transcript NOUN crl-24914 92 16 , , PUNCT crl-24914 92 17 survey survey NOUN crl-24914 92 18 , , PUNCT crl-24914 92 19 and and CCONJ crl-24914 92 20 consent consent NOUN crl-24914 92 21 forms form NOUN crl-24914 92 22 can can AUX crl-24914 92 23 be be AUX crl-24914 92 24 accessed access VERB crl-24914 92 25 through through ADP crl-24914 92 26 zenodo.46 zenodo.46 NOUN crl-24914 92 27 findings finding NOUN crl-24914 92 28 the the DET crl-24914 92 29 findings finding NOUN crl-24914 92 30 first first ADV crl-24914 92 31 present present VERB crl-24914 92 32 the the DET crl-24914 92 33 need need NOUN crl-24914 92 34 for for ADP crl-24914 92 35 data data NOUN crl-24914 92 36 stewardship stewardship NOUN crl-24914 92 37 before before ADP crl-24914 92 38 exploring explore VERB crl-24914 92 39 in in ADP crl-24914 92 40 greater great ADJ crl-24914 92 41 detail detail NOUN crl-24914 92 42 the the DET crl-24914 92 43 skills skill NOUN crl-24914 92 44 and and CCONJ crl-24914 92 45 background background NOUN crl-24914 92 46 requested request VERB crl-24914 92 47 for for ADP crl-24914 92 48 data datum NOUN crl-24914 92 49 stewards steward NOUN crl-24914 92 50 , , PUNCT crl-24914 92 51 which which PRON crl-24914 92 52 are be AUX crl-24914 92 53 used use VERB crl-24914 92 54 in in ADP crl-24914 92 55 the the DET crl-24914 92 56 development development NOUN crl-24914 92 57 of of ADP crl-24914 92 58 the the DET crl-24914 92 59 personas persona NOUN crl-24914 92 60 . . PUNCT crl-24914 93 1 the the DET crl-24914 93 2 need need NOUN crl-24914 93 3 for for ADP crl-24914 93 4 data datum NOUN crl-24914 93 5 stewards steward NOUN crl-24914 93 6 several several ADJ crl-24914 93 7 participants participant NOUN crl-24914 93 8 pointed point VERB crl-24914 93 9 towards towards ADP crl-24914 93 10 a a DET crl-24914 93 11 need need NOUN crl-24914 93 12 for for ADP crl-24914 93 13 data data NOUN crl-24914 93 14 stewardship stewardship NOUN crl-24914 93 15 . . PUNCT crl-24914 94 1 the the DET crl-24914 94 2 vocabulary vocabulary NOUN crl-24914 94 3 used use VERB crl-24914 94 4 to to PART crl-24914 94 5 describe describe VERB crl-24914 94 6 this this DET crl-24914 94 7 need need NOUN crl-24914 94 8 varied vary VERB crl-24914 94 9 along along ADP crl-24914 94 10 with with ADP crl-24914 94 11 expectations expectation NOUN crl-24914 94 12 as as ADP crl-24914 94 13 to to ADP crl-24914 94 14 how how SCONJ crl-24914 94 15 this this DET crl-24914 94 16 role role NOUN crl-24914 94 17 should should AUX crl-24914 94 18 be be AUX crl-24914 94 19 filled fill VERB crl-24914 94 20 . . PUNCT crl-24914 95 1 the the DET crl-24914 95 2 practical practical ADJ crl-24914 95 3 challenges challenge NOUN crl-24914 95 4 of of ADP crl-24914 95 5 data datum NOUN crl-24914 95 6 planning planning NOUN crl-24914 95 7 , , PUNCT crl-24914 95 8 data datum NOUN crl-24914 95 9 management management NOUN crl-24914 95 10 , , PUNCT crl-24914 95 11 and and CCONJ crl-24914 95 12 data data NOUN crl-24914 95 13 curation curation NOUN crl-24914 95 14 were be AUX crl-24914 95 15 explored explore VERB crl-24914 95 16 , , PUNCT crl-24914 95 17 along along ADP crl-24914 95 18 with with ADP crl-24914 95 19 collaborative collaborative ADJ crl-24914 95 20 skills skill NOUN crl-24914 95 21 between between ADP crl-24914 95 22 existing exist VERB crl-24914 95 23 research research NOUN crl-24914 95 24 support support NOUN crl-24914 95 25 services service NOUN crl-24914 95 26 , , PUNCT crl-24914 95 27 data data NOUN crl-24914 95 28 stewards steward NOUN crl-24914 95 29 , , PUNCT crl-24914 95 30 and and CCONJ crl-24914 95 31 researchers researcher NOUN crl-24914 95 32 . . PUNCT crl-24914 96 1 data datum NOUN crl-24914 96 2 management management NOUN crl-24914 96 3 does do AUX crl-24914 96 4 require require VERB crl-24914 96 5 knowledge knowledge NOUN crl-24914 96 6 of of ADP crl-24914 96 7 research research NOUN crl-24914 96 8 . . PUNCT crl-24914 97 1 respondent respondent PROPN crl-24914 97 2 ite ite VERB crl-24914 97 3 ( ( PUNCT crl-24914 97 4 research research NOUN crl-24914 97 5 support support NOUN crl-24914 97 6 , , PUNCT crl-24914 97 7 university university NOUN crl-24914 97 8 it it PRON crl-24914 97 9 cf cf ADP crl-24914 97 10 table table NOUN crl-24914 97 11 1 1 NUM crl-24914 97 12 ) ) PUNCT crl-24914 97 13 emphasized emphasize VERB crl-24914 97 14 that that SCONJ crl-24914 97 15 , , PUNCT crl-24914 97 16 “ " PUNCT crl-24914 97 17 the the DET crl-24914 97 18 researchers researcher NOUN crl-24914 97 19 know know VERB crl-24914 97 20 their their PRON crl-24914 97 21 data datum NOUN crl-24914 97 22 so so ADV crl-24914 97 23 only only ADV crl-24914 97 24 they they PRON crl-24914 97 25 will will AUX crl-24914 97 26 be be AUX crl-24914 97 27 able able ADJ crl-24914 97 28 to to PART crl-24914 97 29 describe describe VERB crl-24914 97 30 their their PRON crl-24914 97 31 data datum NOUN crl-24914 97 32 , , PUNCT crl-24914 97 33 but but CCONJ crl-24914 97 34 they they PRON crl-24914 97 35 need need VERB crl-24914 97 36 help help NOUN crl-24914 97 37 from from ADP crl-24914 97 38 the the DET crl-24914 97 39 data data NOUN crl-24914 97 40 curators curator NOUN crl-24914 97 41 ” " PUNCT crl-24914 97 42 ( ( PUNCT crl-24914 97 43 ite1 ite1 PROPN crl-24914 97 44 ) ) PUNCT crl-24914 97 45 . . PUNCT crl-24914 98 1 the the DET crl-24914 98 2 data datum NOUN crl-24914 98 3 curator curator NOUN crl-24914 98 4 role role NOUN crl-24914 98 5 described describe VERB crl-24914 98 6 by by ADP crl-24914 98 7 ite ite PROPN crl-24914 98 8 is be AUX crl-24914 98 9 defined define VERB crl-24914 98 10 as as ADP crl-24914 98 11 working work VERB crl-24914 98 12 with with ADP crl-24914 98 13 the the DET crl-24914 98 14 departments department NOUN crl-24914 98 15 to to PART crl-24914 98 16 create create VERB crl-24914 98 17 continuity continuity NOUN crl-24914 98 18 and and CCONJ crl-24914 98 19 preserve preserve VERB crl-24914 98 20 valuable valuable ADJ crl-24914 98 21 digital digital ADJ crl-24914 98 22 data datum NOUN crl-24914 98 23 . . PUNCT crl-24914 99 1 ite ite AUX crl-24914 99 2 also also ADV crl-24914 99 3 believed believe VERB crl-24914 99 4 in in ADP crl-24914 99 5 employing employ VERB crl-24914 99 6 data datum NOUN crl-24914 99 7 curators curator NOUN crl-24914 99 8 to to PART crl-24914 99 9 avoid avoid VERB crl-24914 99 10 data data NOUN crl-24914 99 11 loss loss NOUN crl-24914 99 12 when when SCONJ crl-24914 99 13 temporary temporary ADJ crl-24914 99 14 staff staff NOUN crl-24914 99 15 leave leave VERB crl-24914 99 16 and and CCONJ crl-24914 99 17 further far ADV crl-24914 99 18 describes describe VERB crl-24914 99 19 the the DET crl-24914 99 20 need need NOUN crl-24914 99 21 for for ADP crl-24914 99 22 data data NOUN crl-24914 99 23 stewardship stewardship NOUN crl-24914 99 24 and and CCONJ crl-24914 99 25 data datum NOUN crl-24914 99 26 management management NOUN crl-24914 99 27 as as ADP crl-24914 99 28 a a DET crl-24914 99 29 consequence consequence NOUN crl-24914 99 30 of of ADP crl-24914 99 31 data data NOUN crl-24914 99 32 - - PUNCT crl-24914 99 33 intensive intensive ADJ crl-24914 99 34 research research NOUN crl-24914 99 35 . . PUNCT crl-24914 100 1 among among ADP crl-24914 100 2 the the DET crl-24914 100 3 researchers researcher NOUN crl-24914 100 4 , , PUNCT crl-24914 100 5 riz riz PROPN crl-24914 100 6 feared fear VERB crl-24914 100 7 that that SCONJ crl-24914 100 8 the the DET crl-24914 100 9 general general ADJ crl-24914 100 10 data datum NOUN crl-24914 100 11 steward steward NOUN crl-24914 100 12 would would AUX crl-24914 100 13 not not PART crl-24914 100 14 be be AUX crl-24914 100 15 able able ADJ crl-24914 100 16 to to PART crl-24914 100 17 understand understand VERB crl-24914 100 18 the the DET crl-24914 100 19 context context NOUN crl-24914 100 20 : : PUNCT crl-24914 100 21 “ " PUNCT crl-24914 100 22 to to PART crl-24914 100 23 do do VERB crl-24914 100 24 this this DET crl-24914 100 25 type type NOUN crl-24914 100 26 of of ADP crl-24914 100 27 job job NOUN crl-24914 100 28 you you PRON crl-24914 100 29 must must AUX crl-24914 100 30 know know VERB crl-24914 100 31 the the DET crl-24914 100 32 context context NOUN crl-24914 100 33 , , PUNCT crl-24914 100 34 and and CCONJ crl-24914 100 35 to to PART crl-24914 100 36 do do AUX crl-24914 100 37 this this PRON crl-24914 100 38 on on ADP crl-24914 100 39 an an DET crl-24914 100 40 industrial industrial ADJ crl-24914 100 41 scale scale NOUN crl-24914 100 42 might might AUX crl-24914 100 43 work work VERB crl-24914 100 44 in in ADP crl-24914 100 45 some some DET crl-24914 100 46 cases case NOUN crl-24914 100 47 but but CCONJ crl-24914 100 48 probably probably ADV crl-24914 100 49 not not PART crl-24914 100 50 in in ADV crl-24914 100 51 all all PRON crl-24914 100 52 ” " PUNCT crl-24914 100 53 ( ( PUNCT crl-24914 100 54 riz1 riz1 PROPN crl-24914 100 55 ) ) PUNCT crl-24914 100 56 . . PUNCT crl-24914 101 1 as as SCONJ crl-24914 101 2 riz riz PROPN crl-24914 101 3 pointed point VERB crl-24914 101 4 out out ADP crl-24914 101 5 , , PUNCT crl-24914 101 6 some some DET crl-24914 101 7 data data NOUN crl-24914 101 8 types type NOUN crl-24914 101 9 might might AUX crl-24914 101 10 be be AUX crl-24914 101 11 easy easy ADJ crl-24914 101 12 to to PART crl-24914 101 13 structure structure VERB crl-24914 101 14 and and CCONJ crl-24914 101 15 organize organize VERB crl-24914 101 16 with with ADP crl-24914 101 17 a a DET crl-24914 101 18 lower low ADJ crl-24914 101 19 degree degree NOUN crl-24914 101 20 of of ADP crl-24914 101 21 specialized specialized ADJ crl-24914 101 22 knowledge knowledge NOUN crl-24914 101 23 , , PUNCT crl-24914 101 24 whereas whereas SCONJ crl-24914 101 25 other other ADJ crl-24914 101 26 types type NOUN crl-24914 101 27 require require VERB crl-24914 101 28 a a DET crl-24914 101 29 higher high ADJ crl-24914 101 30 degree degree NOUN crl-24914 101 31 of of ADP crl-24914 101 32 specialization specialization NOUN crl-24914 101 33 and and CCONJ crl-24914 101 34 domain domain NOUN crl-24914 101 35 - - PUNCT crl-24914 101 36 specific specific ADJ crl-24914 101 37 knowledge knowledge NOUN crl-24914 101 38 . . PUNCT crl-24914 102 1 understanding understanding NOUN crl-24914 102 2 when when SCONJ crl-24914 102 3 different different ADJ crl-24914 102 4 types type NOUN crl-24914 102 5 of of ADP crl-24914 102 6 knowledge knowledge NOUN crl-24914 102 7 are be AUX crl-24914 102 8 required require VERB crl-24914 102 9 is be AUX crl-24914 102 10 also also ADV crl-24914 102 11 an an DET crl-24914 102 12 issue issue NOUN crl-24914 102 13 , , PUNCT crl-24914 102 14 as as ADV crl-24914 102 15 well well ADV crl-24914 102 16 as as ADP crl-24914 102 17 understanding understand VERB crl-24914 102 18 what what PRON crl-24914 102 19 one one PRON crl-24914 102 20 can can AUX crl-24914 102 21 expect expect VERB crl-24914 102 22 researchers researcher NOUN crl-24914 102 23 to to PART crl-24914 102 24 do do VERB crl-24914 102 25 themselves themselves PRON crl-24914 102 26 versus versus ADP crl-24914 102 27 what what PRON crl-24914 102 28 they they PRON crl-24914 102 29 need need VERB crl-24914 102 30 additional additional ADJ crl-24914 102 31 expertise expertise NOUN crl-24914 102 32 to to PART crl-24914 102 33 do do VERB crl-24914 102 34 , , PUNCT crl-24914 102 35 such such ADJ crl-24914 102 36 as as ADP crl-24914 102 37 making make VERB crl-24914 102 38 data datum NOUN crl-24914 102 39 interoperable interoperable ADJ crl-24914 102 40 and and CCONJ crl-24914 102 41 creating create VERB crl-24914 102 42 a a DET crl-24914 102 43 data data NOUN crl-24914 102 44 management management NOUN crl-24914 102 45 plan plan NOUN crl-24914 102 46 ( ( PUNCT crl-24914 102 47 dmp dmp PROPN crl-24914 102 48 ) ) PUNCT crl-24914 102 49 . . PUNCT crl-24914 103 1 participant participant PROPN crl-24914 103 2 roc roc PROPN crl-24914 103 3 addressed address VERB crl-24914 103 4 the the DET crl-24914 103 5 long long ADJ crl-24914 103 6 - - PUNCT crl-24914 103 7 term term NOUN crl-24914 103 8 perspective perspective NOUN crl-24914 103 9 : : PUNCT crl-24914 103 10 “ " PUNCT crl-24914 103 11 i i PRON crl-24914 103 12 do do AUX crl-24914 103 13 n’t not PART crl-24914 103 14 believe believe VERB crl-24914 103 15 any any DET crl-24914 103 16 researcher researcher NOUN crl-24914 103 17 can can AUX crl-24914 103 18 have have VERB crl-24914 103 19 the the DET crl-24914 103 20 responsibility responsibility NOUN crl-24914 103 21 to to PART crl-24914 103 22 follow follow VERB crl-24914 103 23 the the DET crl-24914 103 24 data datum NOUN crl-24914 103 25 from from ADP crl-24914 103 26 collection collection NOUN crl-24914 103 27 [ [ X crl-24914 103 28 … … PUNCT crl-24914 103 29 ] ] PUNCT crl-24914 103 30 until until SCONJ crl-24914 103 31 they they PRON crl-24914 103 32 are be AUX crl-24914 103 33 ready ready ADJ crl-24914 103 34 338 338 NUM crl-24914 103 35 college college PROPN crl-24914 103 36 & & CCONJ crl-24914 103 37 research research PROPN crl-24914 103 38 libraries library NOUN crl-24914 103 39 may may AUX crl-24914 103 40 2021 2021 NUM crl-24914 103 41 to to PART crl-24914 103 42 be be AUX crl-24914 103 43 stored store VERB crl-24914 103 44 for for ADP crl-24914 103 45 maybe maybe ADV crl-24914 103 46 1000 1000 NUM crl-24914 103 47 years year NOUN crl-24914 103 48 . . PUNCT crl-24914 103 49 ” " PUNCT crl-24914 104 1 making make VERB crl-24914 104 2 decisions decision NOUN crl-24914 104 3 on on ADP crl-24914 104 4 what what PRON crl-24914 104 5 should should AUX crl-24914 104 6 be be AUX crl-24914 104 7 selected select VERB crl-24914 104 8 for for ADP crl-24914 104 9 longterm longterm NOUN crl-24914 104 10 storage storage NOUN crl-24914 104 11 itself itself PRON crl-24914 104 12 requires require VERB crl-24914 104 13 expertise expertise NOUN crl-24914 104 14 in in ADP crl-24914 104 15 addition addition NOUN crl-24914 104 16 to to ADP crl-24914 104 17 performing perform VERB crl-24914 104 18 the the DET crl-24914 104 19 actual actual ADJ crl-24914 104 20 data data NOUN crl-24914 104 21 preservation preservation NOUN crl-24914 104 22 . . PUNCT crl-24914 105 1 two two NUM crl-24914 105 2 of of ADP crl-24914 105 3 the the DET crl-24914 105 4 researchers researcher NOUN crl-24914 105 5 working work VERB crl-24914 105 6 in in ADP crl-24914 105 7 larger large ADJ crl-24914 105 8 collaborations collaboration NOUN crl-24914 105 9 have have AUX crl-24914 105 10 hired hire VERB crl-24914 105 11 , , PUNCT crl-24914 105 12 or or CCONJ crl-24914 105 13 are be AUX crl-24914 105 14 in in ADP crl-24914 105 15 the the DET crl-24914 105 16 process process NOUN crl-24914 105 17 of of ADP crl-24914 105 18 hiring hiring NOUN crl-24914 105 19 , , PUNCT crl-24914 105 20 data data NOUN crl-24914 105 21 stewards steward NOUN crl-24914 105 22 . . PUNCT crl-24914 106 1 rga rga VERB crl-24914 106 2 works work NOUN crl-24914 106 3 on on ADP crl-24914 106 4 a a DET crl-24914 106 5 multidisciplinary multidisciplinary ADJ crl-24914 106 6 project project NOUN crl-24914 106 7 that that PRON crl-24914 106 8 generates generate VERB crl-24914 106 9 a a DET crl-24914 106 10 large large ADJ crl-24914 106 11 volumes volume NOUN crl-24914 106 12 of of ADP crl-24914 106 13 data datum NOUN crl-24914 106 14 from from ADP crl-24914 106 15 a a DET crl-24914 106 16 variety variety NOUN crl-24914 106 17 of of ADP crl-24914 106 18 sources source NOUN crl-24914 106 19 , , PUNCT crl-24914 106 20 while while SCONJ crl-24914 106 21 rgd rgd NOUN crl-24914 106 22 collects collect VERB crl-24914 106 23 social social ADJ crl-24914 106 24 science science NOUN crl-24914 106 25 data datum NOUN crl-24914 106 26 from from ADP crl-24914 106 27 previous previous ADJ crl-24914 106 28 projects project NOUN crl-24914 106 29 for for ADP crl-24914 106 30 reuse reuse NOUN crl-24914 106 31 in in ADP crl-24914 106 32 a a DET crl-24914 106 33 new new ADJ crl-24914 106 34 context context NOUN crl-24914 106 35 . . PUNCT crl-24914 107 1 both both PRON crl-24914 107 2 agreed agree VERB crl-24914 107 3 on on ADP crl-24914 107 4 the the DET crl-24914 107 5 need need NOUN crl-24914 107 6 for for ADP crl-24914 107 7 data data NOUN crl-24914 107 8 management management NOUN crl-24914 107 9 : : PUNCT crl-24914 107 10 “ " PUNCT crl-24914 107 11 the the DET crl-24914 107 12 largest large ADJ crl-24914 107 13 need need NOUN crl-24914 107 14 is be AUX crl-24914 107 15 for for SCONJ crl-24914 107 16 human human ADJ crl-24914 107 17 resources resource NOUN crl-24914 107 18 to to PART crl-24914 107 19 manage manage VERB crl-24914 107 20 data datum NOUN crl-24914 107 21 ” " PUNCT crl-24914 107 22 ( ( PUNCT crl-24914 107 23 rga1 rga1 PROPN crl-24914 107 24 ) ) PUNCT crl-24914 107 25 and and CCONJ crl-24914 107 26 , , PUNCT crl-24914 107 27 “ " PUNCT crl-24914 107 28 for for ADP crl-24914 107 29 us we PRON crl-24914 107 30 , , PUNCT crl-24914 107 31 research research NOUN crl-24914 107 32 data datum NOUN crl-24914 107 33 means mean VERB crl-24914 107 34 how how SCONJ crl-24914 107 35 to to PART crl-24914 107 36 integrate integrate VERB crl-24914 107 37 data datum NOUN crl-24914 107 38 from from ADP crl-24914 107 39 all all DET crl-24914 107 40 these these DET crl-24914 107 41 sites site NOUN crl-24914 107 42 , , PUNCT crl-24914 107 43 how how SCONJ crl-24914 107 44 to to PART crl-24914 107 45 harmonize harmonize VERB crl-24914 107 46 , , PUNCT crl-24914 107 47 standardize standardize VERB crl-24914 107 48 , , PUNCT crl-24914 107 49 and and CCONJ crl-24914 107 50 integrate integrate VERB crl-24914 107 51 them they PRON crl-24914 107 52 , , PUNCT crl-24914 107 53 and and CCONJ crl-24914 107 54 then then ADV crl-24914 107 55 how how SCONJ crl-24914 107 56 to to PART crl-24914 107 57 analyze analyze VERB crl-24914 107 58 them they PRON crl-24914 107 59 in in ADP crl-24914 107 60 a a DET crl-24914 107 61 way way NOUN crl-24914 107 62 that that PRON crl-24914 107 63 something something PRON crl-24914 107 64 new new ADJ crl-24914 107 65 comes come VERB crl-24914 107 66 out out ADP crl-24914 107 67 of of ADP crl-24914 107 68 that that PRON crl-24914 107 69 ” " PUNCT crl-24914 107 70 ( ( PUNCT crl-24914 107 71 rgd1 rgd1 PROPN crl-24914 107 72 ) ) PUNCT crl-24914 107 73 . . PUNCT crl-24914 108 1 rgd rgd PROPN crl-24914 108 2 also also ADV crl-24914 108 3 described describe VERB crl-24914 108 4 how how SCONJ crl-24914 108 5 several several ADJ crl-24914 108 6 people people NOUN crl-24914 108 7 are be AUX crl-24914 108 8 working work VERB crl-24914 108 9 with with ADP crl-24914 108 10 different different ADJ crl-24914 108 11 aspects aspect NOUN crl-24914 108 12 of of ADP crl-24914 108 13 data data NOUN crl-24914 108 14 management management NOUN crl-24914 108 15 , , PUNCT crl-24914 108 16 from from ADP crl-24914 108 17 data datum NOUN crl-24914 108 18 cleaning cleaning NOUN crl-24914 108 19 and and CCONJ crl-24914 108 20 access access NOUN crl-24914 108 21 control control NOUN crl-24914 108 22 to to ADP crl-24914 108 23 the the DET crl-24914 108 24 re re NOUN crl-24914 108 25 - - NOUN crl-24914 108 26 collection collection NOUN crl-24914 108 27 of of ADP crl-24914 108 28 consent consent NOUN crl-24914 108 29 from from ADP crl-24914 108 30 participants participant NOUN crl-24914 108 31 . . PUNCT crl-24914 109 1 collaboration collaboration NOUN crl-24914 109 2 is be AUX crl-24914 109 3 also also ADV crl-24914 109 4 suggested suggest VERB crl-24914 109 5 as as ADP crl-24914 109 6 a a DET crl-24914 109 7 challenge challenge NOUN crl-24914 109 8 : : PUNCT crl-24914 109 9 “ " PUNCT crl-24914 109 10 i i PRON crl-24914 109 11 believe believe VERB crl-24914 109 12 it it PRON crl-24914 109 13 is be AUX crl-24914 109 14 important important ADJ crl-24914 109 15 with with ADP crl-24914 109 16 such such DET crl-24914 109 17 a a DET crl-24914 109 18 holy holy ADJ crl-24914 109 19 trinity trinity NOUN crl-24914 109 20 that that PRON crl-24914 109 21 it it PRON crl-24914 109 22 , , PUNCT crl-24914 109 23 library library NOUN crl-24914 109 24 , , PUNCT crl-24914 109 25 and and CCONJ crl-24914 109 26 administration administration NOUN crl-24914 109 27 could could AUX crl-24914 109 28 become become VERB crl-24914 109 29 if if SCONJ crl-24914 109 30 they they PRON crl-24914 109 31 would would AUX crl-24914 109 32 work work VERB crl-24914 109 33 together together ADV crl-24914 109 34 ” " PUNCT crl-24914 109 35 ( ( PUNCT crl-24914 109 36 rga1 rga1 PROPN crl-24914 109 37 ) ) PUNCT crl-24914 109 38 . . PUNCT crl-24914 110 1 she she PRON crl-24914 110 2 pointed point VERB crl-24914 110 3 to to ADP crl-24914 110 4 the the DET crl-24914 110 5 need need NOUN crl-24914 110 6 to to PART crl-24914 110 7 combine combine VERB crl-24914 110 8 different different ADJ crl-24914 110 9 people people NOUN crl-24914 110 10 with with ADP crl-24914 110 11 different different ADJ crl-24914 110 12 skills skill NOUN crl-24914 110 13 and and CCONJ crl-24914 110 14 different different ADJ crl-24914 110 15 backgrounds background NOUN crl-24914 110 16 to to PART crl-24914 110 17 solve solve VERB crl-24914 110 18 complex complex ADJ crl-24914 110 19 issues issue NOUN crl-24914 110 20 and and CCONJ crl-24914 110 21 to to PART crl-24914 110 22 create create VERB crl-24914 110 23 robust robust ADJ crl-24914 110 24 data datum NOUN crl-24914 110 25 management management NOUN crl-24914 110 26 services service NOUN crl-24914 110 27 . . PUNCT crl-24914 111 1 also also ADV crl-24914 111 2 , , PUNCT crl-24914 111 3 one one NUM crl-24914 111 4 of of ADP crl-24914 111 5 the the DET crl-24914 111 6 research research NOUN crl-24914 111 7 office office NOUN crl-24914 111 8 staff staff NOUN crl-24914 111 9 noted note VERB crl-24914 111 10 that that SCONJ crl-24914 111 11 collaboration collaboration NOUN crl-24914 111 12 is be AUX crl-24914 111 13 key key ADJ crl-24914 111 14 : : PUNCT crl-24914 111 15 “ " PUNCT crl-24914 111 16 there there PRON crl-24914 111 17 is be VERB crl-24914 111 18 not not PART crl-24914 111 19 one one NUM crl-24914 111 20 such such ADJ crl-24914 111 21 person person NOUN crl-24914 111 22 , , PUNCT crl-24914 111 23 one one NOUN crl-24914 111 24 that that PRON crl-24914 111 25 knows know VERB crl-24914 111 26 everything everything PRON crl-24914 111 27 , , PUNCT crl-24914 111 28 it it PRON crl-24914 111 29 is be AUX crl-24914 111 30 a a DET crl-24914 111 31 kinder kind ADJ crl-24914 111 32 egg egg NOUN crl-24914 111 33 , , PUNCT crl-24914 111 34 three three NUM crl-24914 111 35 , , PUNCT crl-24914 111 36 four four NUM crl-24914 111 37 or or CCONJ crl-24914 111 38 five five NUM crl-24914 111 39 things thing NOUN crl-24914 111 40 you you PRON crl-24914 111 41 need need VERB crl-24914 111 42 to to PART crl-24914 111 43 have have VERB crl-24914 111 44 thorough thorough ADJ crl-24914 111 45 knowledge knowledge NOUN crl-24914 111 46 of of ADP crl-24914 111 47 ” " PUNCT crl-24914 111 48 ( ( PUNCT crl-24914 111 49 rot1 rot1 PROPN crl-24914 111 50 ) ) PUNCT crl-24914 111 51 . . PUNCT crl-24914 112 1 metaphors metaphor NOUN crl-24914 112 2 such such ADJ crl-24914 112 3 as as ADP crl-24914 112 4 “ " PUNCT crl-24914 112 5 kinder kind ADJ crl-24914 112 6 egg egg NOUN crl-24914 112 7 ” " PUNCT crl-24914 112 8 or or CCONJ crl-24914 112 9 “ " PUNCT crl-24914 112 10 holy holy ADJ crl-24914 112 11 trinity trinity NOUN crl-24914 112 12 ” " PUNCT crl-24914 112 13 have have VERB crl-24914 112 14 similarities similarity NOUN crl-24914 112 15 with with ADP crl-24914 112 16 the the DET crl-24914 112 17 “ " PUNCT crl-24914 112 18 data datum NOUN crl-24914 112 19 unicorn,”47 unicorn,”47 NOUN crl-24914 112 20 indicating indicate VERB crl-24914 112 21 that that SCONJ crl-24914 112 22 expectations expectation NOUN crl-24914 112 23 for for ADP crl-24914 112 24 research research NOUN crl-24914 112 25 support support NOUN crl-24914 112 26 services service NOUN crl-24914 112 27 for for ADP crl-24914 112 28 research research NOUN crl-24914 112 29 data datum NOUN crl-24914 112 30 ought ought AUX crl-24914 112 31 to to PART crl-24914 112 32 be be AUX crl-24914 112 33 collaborative collaborative ADJ crl-24914 112 34 to to PART crl-24914 112 35 deliver deliver VERB crl-24914 112 36 the the DET crl-24914 112 37 complexity complexity NOUN crl-24914 112 38 of of ADP crl-24914 112 39 skills skill NOUN crl-24914 112 40 required require VERB crl-24914 112 41 . . PUNCT crl-24914 113 1 in in ADP crl-24914 113 2 the the DET crl-24914 113 3 survey survey NOUN crl-24914 113 4 , , PUNCT crl-24914 113 5 one one NUM crl-24914 113 6 participant participant NOUN crl-24914 113 7 from from ADP crl-24914 113 8 the the DET crl-24914 113 9 library library NOUN crl-24914 113 10 explained explain VERB crl-24914 113 11 that that SCONJ crl-24914 113 12 , , PUNCT crl-24914 113 13 rather rather ADV crl-24914 113 14 than than ADP crl-24914 113 15 a a DET crl-24914 113 16 person person NOUN crl-24914 113 17 , , PUNCT crl-24914 113 18 she she PRON crl-24914 113 19 saw see VERB crl-24914 113 20 as as ADP crl-24914 113 21 the the DET crl-24914 113 22 best good ADJ crl-24914 113 23 solution solution NOUN crl-24914 113 24 a a DET crl-24914 113 25 team team NOUN crl-24914 113 26 of of ADP crl-24914 113 27 people people NOUN crl-24914 113 28 with with ADP crl-24914 113 29 different different ADJ crl-24914 113 30 competencies competency NOUN crl-24914 113 31 complementing complement VERB crl-24914 113 32 each each DET crl-24914 113 33 other other ADJ crl-24914 113 34 . . PUNCT crl-24914 114 1 researcher researcher NOUN crl-24914 114 2 rgw rgw PROPN crl-24914 114 3 explained explain VERB crl-24914 114 4 that that SCONJ crl-24914 114 5 data data NOUN crl-24914 114 6 management management NOUN crl-24914 114 7 was be AUX crl-24914 114 8 the the DET crl-24914 114 9 responsibility responsibility NOUN crl-24914 114 10 of of ADP crl-24914 114 11 the the DET crl-24914 114 12 professor professor NOUN crl-24914 114 13 in in ADP crl-24914 114 14 charge charge NOUN crl-24914 114 15 of of ADP crl-24914 114 16 the the DET crl-24914 114 17 lab lab NOUN crl-24914 114 18 : : PUNCT crl-24914 114 19 “ " PUNCT crl-24914 114 20 in in ADP crl-24914 114 21 our our PRON crl-24914 114 22 group group NOUN crl-24914 114 23 we we PRON crl-24914 114 24 do do AUX crl-24914 114 25 n’t not PART crl-24914 114 26 actually actually ADV crl-24914 114 27 have have VERB crl-24914 114 28 a a DET crl-24914 114 29 data data NOUN crl-24914 114 30 manager manager NOUN crl-24914 114 31 , , PUNCT crl-24914 114 32 but but CCONJ crl-24914 114 33 it it PRON crl-24914 114 34 is be AUX crl-24914 114 35 mostly mostly ADV crl-24914 114 36 the the DET crl-24914 114 37 job job NOUN crl-24914 114 38 of of ADP crl-24914 114 39 the the DET crl-24914 114 40 professor professor NOUN crl-24914 114 41 . . PUNCT crl-24914 115 1 the the DET crl-24914 115 2 data data NOUN crl-24914 115 3 type type NOUN crl-24914 115 4 has have AUX crl-24914 115 5 been be AUX crl-24914 115 6 fixed fix VERB crl-24914 115 7 a a DET crl-24914 115 8 couple couple NOUN crl-24914 115 9 of of ADP crl-24914 115 10 years year NOUN crl-24914 115 11 ago ago ADV crl-24914 115 12 that that SCONJ crl-24914 115 13 the the DET crl-24914 115 14 data datum NOUN crl-24914 115 15 should should AUX crl-24914 115 16 be be AUX crl-24914 115 17 analyzed analyze VERB crl-24914 115 18 in in ADP crl-24914 115 19 such such ADJ crl-24914 115 20 and and CCONJ crl-24914 115 21 such such DET crl-24914 115 22 a a DET crl-24914 115 23 way way NOUN crl-24914 115 24 , , PUNCT crl-24914 115 25 so so CCONJ crl-24914 115 26 it it PRON crl-24914 115 27 has have VERB crl-24914 115 28 the the DET crl-24914 115 29 same same ADJ crl-24914 115 30 data data NOUN crl-24914 115 31 structure structure NOUN crl-24914 115 32 . . PUNCT crl-24914 116 1 the the DET crl-24914 116 2 professor professor NOUN crl-24914 116 3 acts act VERB crl-24914 116 4 like like ADP crl-24914 116 5 a a DET crl-24914 116 6 data data NOUN crl-24914 116 7 manager manager NOUN crl-24914 116 8 also also ADV crl-24914 116 9 . . PUNCT crl-24914 117 1 but but CCONJ crl-24914 117 2 because because SCONJ crl-24914 117 3 we we PRON crl-24914 117 4 are be AUX crl-24914 117 5 temporary temporary ADJ crl-24914 117 6 researchers researcher NOUN crl-24914 117 7 , , PUNCT crl-24914 117 8 and and CCONJ crl-24914 117 9 we we PRON crl-24914 117 10 have have VERB crl-24914 117 11 our our PRON crl-24914 117 12 own own ADJ crl-24914 117 13 style style NOUN crl-24914 117 14 , , PUNCT crl-24914 117 15 [ [ X crl-24914 117 16 the the DET crl-24914 117 17 ] ] X crl-24914 117 18 professor professor NOUN crl-24914 117 19 should should AUX crl-24914 117 20 decide decide VERB crl-24914 117 21 the the DET crl-24914 117 22 data data NOUN crl-24914 117 23 structure structure NOUN crl-24914 117 24 ” " PUNCT crl-24914 117 25 ( ( PUNCT crl-24914 117 26 rgw2 rgw2 PROPN crl-24914 117 27 ) ) PUNCT crl-24914 117 28 . . PUNCT crl-24914 118 1 as as SCONJ crl-24914 118 2 the the DET crl-24914 118 3 majority majority NOUN crl-24914 118 4 of of ADP crl-24914 118 5 the the DET crl-24914 118 6 researchers researcher NOUN crl-24914 118 7 in in ADP crl-24914 118 8 the the DET crl-24914 118 9 lab lab NOUN crl-24914 118 10 are be AUX crl-24914 118 11 there there ADV crl-24914 118 12 temporarily temporarily ADV crl-24914 118 13 , , PUNCT crl-24914 118 14 it it PRON crl-24914 118 15 is be AUX crl-24914 118 16 the the DET crl-24914 118 17 responsibility responsibility NOUN crl-24914 118 18 of of ADP crl-24914 118 19 the the DET crl-24914 118 20 lab lab NOUN crl-24914 118 21 , , PUNCT crl-24914 118 22 and and CCONJ crl-24914 118 23 the the DET crl-24914 118 24 professor professor NOUN crl-24914 118 25 to to PART crl-24914 118 26 decide decide VERB crl-24914 118 27 the the DET crl-24914 118 28 structure structure NOUN crl-24914 118 29 and and CCONJ crl-24914 118 30 formats format NOUN crl-24914 118 31 of of ADP crl-24914 118 32 the the DET crl-24914 118 33 data datum NOUN crl-24914 118 34 , , PUNCT crl-24914 118 35 to to PART crl-24914 118 36 “ " PUNCT crl-24914 118 37 act act VERB crl-24914 118 38 like like ADP crl-24914 118 39 a a DET crl-24914 118 40 data data NOUN crl-24914 118 41 manager manager NOUN crl-24914 118 42 . . PUNCT crl-24914 118 43 ” " PUNCT crl-24914 119 1 still still ADV crl-24914 119 2 , , PUNCT crl-24914 119 3 since since SCONJ crl-24914 119 4 rgw rgw PROPN crl-24914 119 5 ’s ’s NOUN crl-24914 119 6 description description NOUN crl-24914 119 7 pointed point VERB crl-24914 119 8 to to ADP crl-24914 119 9 a a DET crl-24914 119 10 high high ADJ crl-24914 119 11 level level NOUN crl-24914 119 12 of of ADP crl-24914 119 13 awareness awareness NOUN crl-24914 119 14 , , PUNCT crl-24914 119 15 there there PRON crl-24914 119 16 is be VERB crl-24914 119 17 likely likely ADV crl-24914 119 18 a a DET crl-24914 119 19 formal formal ADJ crl-24914 119 20 or or CCONJ crl-24914 119 21 informal informal ADJ crl-24914 119 22 protocol protocol NOUN crl-24914 119 23 for for ADP crl-24914 119 24 data data NOUN crl-24914 119 25 management management NOUN crl-24914 119 26 in in ADP crl-24914 119 27 the the DET crl-24914 119 28 lab lab NOUN crl-24914 119 29 , , PUNCT crl-24914 119 30 and and CCONJ crl-24914 119 31 the the DET crl-24914 119 32 responsibility responsibility NOUN crl-24914 119 33 belongs belong VERB crl-24914 119 34 to to ADP crl-24914 119 35 the the DET crl-24914 119 36 principal principal ADJ crl-24914 119 37 investigator investigator NOUN crl-24914 119 38 . . PUNCT crl-24914 120 1 also also ADV crl-24914 120 2 , , PUNCT crl-24914 120 3 among among ADP crl-24914 120 4 research research NOUN crl-24914 120 5 support support NOUN crl-24914 120 6 staff staff NOUN crl-24914 120 7 , , PUNCT crl-24914 120 8 it it PRON crl-24914 120 9 is be AUX crl-24914 120 10 agreed agree VERB crl-24914 120 11 that that SCONJ crl-24914 120 12 the the DET crl-24914 120 13 researchers researcher NOUN crl-24914 120 14 themselves themselves PRON crl-24914 120 15 should should AUX crl-24914 120 16 be be AUX crl-24914 120 17 responsible responsible ADJ crl-24914 120 18 for for ADP crl-24914 120 19 knowing know VERB crl-24914 120 20 basic basic ADJ crl-24914 120 21 data datum NOUN crl-24914 120 22 management management NOUN crl-24914 120 23 : : PUNCT crl-24914 120 24 “ " PUNCT crl-24914 120 25 i i PRON crl-24914 120 26 think think VERB crl-24914 120 27 that that SCONJ crl-24914 120 28 as as ADP crl-24914 120 29 a a DET crl-24914 120 30 researcher researcher NOUN crl-24914 120 31 , , PUNCT crl-24914 120 32 i i PRON crl-24914 120 33 would would AUX crl-24914 120 34 not not PART crl-24914 120 35 say say VERB crl-24914 120 36 you you PRON crl-24914 120 37 are be AUX crl-24914 120 38 obliged oblige VERB crl-24914 120 39 to to ADP crl-24914 120 40 , , PUNCT crl-24914 120 41 but but CCONJ crl-24914 120 42 you you PRON crl-24914 120 43 should should AUX crl-24914 120 44 know know VERB crl-24914 120 45 basic basic ADJ crl-24914 120 46 data data NOUN crl-24914 120 47 management management NOUN crl-24914 120 48 ” " PUNCT crl-24914 120 49 ( ( PUNCT crl-24914 120 50 lm2 lm2 PROPN crl-24914 120 51 ) ) PUNCT crl-24914 120 52 . . PUNCT crl-24914 121 1 this this PRON crl-24914 121 2 does do AUX crl-24914 121 3 not not PART crl-24914 121 4 , , PUNCT crl-24914 121 5 however however ADV crl-24914 121 6 , , PUNCT crl-24914 121 7 exclude exclude VERB crl-24914 121 8 the the DET crl-24914 121 9 need need NOUN crl-24914 121 10 for for ADP crl-24914 121 11 dedicated dedicated ADJ crl-24914 121 12 data data NOUN crl-24914 121 13 managers manager NOUN crl-24914 121 14 and and CCONJ crl-24914 121 15 further further ADJ crl-24914 121 16 highlights highlight VERB crl-24914 121 17 the the DET crl-24914 121 18 need need NOUN crl-24914 121 19 for for ADP crl-24914 121 20 available available ADJ crl-24914 121 21 training training NOUN crl-24914 121 22 . . PUNCT crl-24914 122 1 the the DET crl-24914 122 2 participants participant NOUN crl-24914 122 3 described describe VERB crl-24914 122 4 the the DET crl-24914 122 5 following follow VERB crl-24914 122 6 needs need NOUN crl-24914 122 7 for for ADP crl-24914 122 8 data datum NOUN crl-24914 122 9 stewardship stewardship NOUN crl-24914 122 10 : : PUNCT crl-24914 122 11 • • NUM crl-24914 122 12 as as ADP crl-24914 122 13 research research NOUN crl-24914 122 14 is be AUX crl-24914 122 15 becoming become VERB crl-24914 122 16 increasingly increasingly ADV crl-24914 122 17 data datum NOUN crl-24914 122 18 intensive intensive ADJ crl-24914 122 19 , , PUNCT crl-24914 122 20 larger large ADJ crl-24914 122 21 research research NOUN crl-24914 122 22 groups group NOUN crl-24914 122 23 may may AUX crl-24914 122 24 need need VERB crl-24914 122 25 to to PART crl-24914 122 26 hire hire VERB crl-24914 122 27 data data NOUN crl-24914 122 28 managers manager NOUN crl-24914 122 29 . . PUNCT crl-24914 123 1 • • PROPN crl-24914 123 2 data datum NOUN crl-24914 123 3 loss loss NOUN crl-24914 123 4 from from ADP crl-24914 123 5 phds phds PROPN crl-24914 123 6 , , PUNCT crl-24914 123 7 postdocs postdocs PROPN crl-24914 123 8 , , PUNCT crl-24914 123 9 and and CCONJ crl-24914 123 10 other other ADJ crl-24914 123 11 temporary temporary ADJ crl-24914 123 12 staff staff NOUN crl-24914 123 13 when when SCONJ crl-24914 123 14 leaving leave VERB crl-24914 123 15 the the DET crl-24914 123 16 university university NOUN crl-24914 123 17 is be AUX crl-24914 123 18 a a DET crl-24914 123 19 challenge challenge NOUN crl-24914 123 20 . . PUNCT crl-24914 124 1 • • VERB crl-24914 124 2 to to PART crl-24914 124 3 find find VERB crl-24914 124 4 the the DET crl-24914 124 5 right right ADJ crl-24914 124 6 balance balance NOUN crl-24914 124 7 between between ADP crl-24914 124 8 the the DET crl-24914 124 9 generalist generalist PROPN crl-24914 124 10 and and CCONJ crl-24914 124 11 the the DET crl-24914 124 12 specialist specialist NOUN crl-24914 124 13 is be AUX crl-24914 124 14 important important ADJ crl-24914 124 15 in in ADP crl-24914 124 16 terms term NOUN crl-24914 124 17 of of ADP crl-24914 124 18 playing play VERB crl-24914 124 19 the the DET crl-24914 124 20 right right ADJ crl-24914 124 21 data data NOUN crl-24914 124 22 management management NOUN crl-24914 124 23 support support NOUN crl-24914 124 24 role role NOUN crl-24914 124 25 . . PUNCT crl-24914 125 1 • • VERB crl-24914 125 2 a a DET crl-24914 125 3 closer close ADJ crl-24914 125 4 collaboration collaboration NOUN crl-24914 125 5 between between ADP crl-24914 125 6 it it PRON crl-24914 125 7 , , PUNCT crl-24914 125 8 library library NOUN crl-24914 125 9 , , PUNCT crl-24914 125 10 and and CCONJ crl-24914 125 11 research research NOUN crl-24914 125 12 offices office NOUN crl-24914 125 13 is be AUX crl-24914 125 14 needed need VERB crl-24914 125 15 . . PUNCT crl-24914 126 1 using use VERB crl-24914 126 2 personas personas PROPN crl-24914 126 3 to to PART crl-24914 126 4 visualize visualize VERB crl-24914 126 5 the the DET crl-24914 126 6 need need NOUN crl-24914 126 7 for for ADP crl-24914 126 8 data datum NOUN crl-24914 126 9 stewardship stewardship NOUN crl-24914 126 10 339 339 NUM crl-24914 126 11 • • NUM crl-24914 126 12 all all DET crl-24914 126 13 researchers researcher NOUN crl-24914 126 14 can can AUX crl-24914 126 15 not not PART crl-24914 126 16 be be AUX crl-24914 126 17 expected expect VERB crl-24914 126 18 to to PART crl-24914 126 19 do do VERB crl-24914 126 20 data data NOUN crl-24914 126 21 management management NOUN crl-24914 126 22 on on ADP crl-24914 126 23 their their PRON crl-24914 126 24 own own ADJ crl-24914 126 25 , , PUNCT crl-24914 126 26 yet yet CCONJ crl-24914 126 27 it it PRON crl-24914 126 28 is be AUX crl-24914 126 29 the the DET crl-24914 126 30 responsibility responsibility NOUN crl-24914 126 31 of of ADP crl-24914 126 32 the the DET crl-24914 126 33 researcher researcher NOUN crl-24914 126 34 to to PART crl-24914 126 35 ensure ensure VERB crl-24914 126 36 good good ADJ crl-24914 126 37 data datum NOUN crl-24914 126 38 management management NOUN crl-24914 126 39 in in ADP crl-24914 126 40 his his PRON crl-24914 126 41 or or CCONJ crl-24914 126 42 her her PRON crl-24914 126 43 research research NOUN crl-24914 126 44 . . PUNCT crl-24914 127 1 collaboration collaboration NOUN crl-24914 127 2 and and CCONJ crl-24914 127 3 communication communication NOUN crl-24914 127 4 between between ADP crl-24914 127 5 the the DET crl-24914 127 6 different different ADJ crl-24914 127 7 support support NOUN crl-24914 127 8 levels level NOUN crl-24914 127 9 in in ADP crl-24914 127 10 the the DET crl-24914 127 11 survey survey NOUN crl-24914 127 12 , , PUNCT crl-24914 127 13 there there PRON crl-24914 127 14 were be VERB crl-24914 127 15 20 20 NUM crl-24914 127 16 responses response NOUN crl-24914 127 17 to to ADP crl-24914 127 18 the the DET crl-24914 127 19 question question NOUN crl-24914 127 20 regarding regard VERB crl-24914 127 21 the the DET crl-24914 127 22 workplace workplace NOUN crl-24914 127 23 of of ADP crl-24914 127 24 the the DET crl-24914 127 25 data data NOUN crl-24914 127 26 steward steward NOUN crl-24914 127 27 , , PUNCT crl-24914 127 28 which which PRON crl-24914 127 29 showed show VERB crl-24914 127 30 a a DET crl-24914 127 31 general general ADJ crl-24914 127 32 agreement agreement NOUN crl-24914 127 33 that that PRON crl-24914 127 34 closeness closeness NOUN crl-24914 127 35 to to ADP crl-24914 127 36 the the DET crl-24914 127 37 research research NOUN crl-24914 127 38 environment environment NOUN crl-24914 127 39 is be AUX crl-24914 127 40 essential essential ADJ crl-24914 127 41 . . PUNCT crl-24914 128 1 in in ADP crl-24914 128 2 particular particular ADJ crl-24914 128 3 , , PUNCT crl-24914 128 4 the the DET crl-24914 128 5 researchers researcher NOUN crl-24914 128 6 emphasized emphasize VERB crl-24914 128 7 that that SCONJ crl-24914 128 8 the the DET crl-24914 128 9 employee employee NOUN crl-24914 128 10 should should AUX crl-24914 128 11 work work VERB crl-24914 128 12 in in ADP crl-24914 128 13 the the DET crl-24914 128 14 research research NOUN crl-24914 128 15 groups group NOUN crl-24914 128 16 . . PUNCT crl-24914 129 1 the the DET crl-24914 129 2 research research NOUN crl-24914 129 3 group group NOUN crl-24914 129 4 or or CCONJ crl-24914 129 5 / / SYM crl-24914 129 6 and and CCONJ crl-24914 129 7 departments department NOUN crl-24914 129 8 ( ( PUNCT crl-24914 129 9 10 10 NUM crl-24914 129 10 ) ) PUNCT crl-24914 129 11 were be AUX crl-24914 129 12 mentioned mention VERB crl-24914 129 13 most most ADV crl-24914 129 14 frequently frequently ADV crl-24914 129 15 , , PUNCT crl-24914 129 16 but but CCONJ crl-24914 129 17 the the DET crl-24914 129 18 research research NOUN crl-24914 129 19 administration administration NOUN crl-24914 129 20 ( ( PUNCT crl-24914 129 21 4 4 NUM crl-24914 129 22 ) ) PUNCT crl-24914 129 23 and and CCONJ crl-24914 129 24 the the DET crl-24914 129 25 library library NOUN crl-24914 129 26 ( ( PUNCT crl-24914 129 27 5 5 NUM crl-24914 129 28 ) ) PUNCT crl-24914 129 29 were be AUX crl-24914 129 30 also also ADV crl-24914 129 31 suggested suggest VERB crl-24914 129 32 as as ADP crl-24914 129 33 appropriate appropriate ADJ crl-24914 129 34 work work NOUN crl-24914 129 35 environments environment NOUN crl-24914 129 36 for for ADP crl-24914 129 37 the the DET crl-24914 129 38 data datum NOUN crl-24914 129 39 steward steward NOUN crl-24914 129 40 . . PUNCT crl-24914 130 1 one one NUM crl-24914 130 2 suggested suggest VERB crl-24914 130 3 the the DET crl-24914 130 4 national national ADJ crl-24914 130 5 research research NOUN crl-24914 130 6 data datum NOUN crl-24914 130 7 infrastructures infrastructure NOUN crl-24914 130 8 as as ADP crl-24914 130 9 the the DET crl-24914 130 10 appropriate appropriate ADJ crl-24914 130 11 place place NOUN crl-24914 130 12 to to PART crl-24914 130 13 employ employ VERB crl-24914 130 14 the the DET crl-24914 130 15 data datum NOUN crl-24914 130 16 steward steward ADV crl-24914 130 17 . . PUNCT crl-24914 131 1 in in ADP crl-24914 131 2 the the DET crl-24914 131 3 interviews interview NOUN crl-24914 131 4 , , PUNCT crl-24914 131 5 several several ADJ crl-24914 131 6 participants participant NOUN crl-24914 131 7 elaborated elaborate VERB crl-24914 131 8 on on ADP crl-24914 131 9 this this PRON crl-24914 131 10 by by ADP crl-24914 131 11 emphasizing emphasize VERB crl-24914 131 12 how how SCONJ crl-24914 131 13 collaboration collaboration NOUN crl-24914 131 14 and and CCONJ crl-24914 131 15 communication communication NOUN crl-24914 131 16 between between ADP crl-24914 131 17 different different ADJ crl-24914 131 18 levels level NOUN crl-24914 131 19 of of ADP crl-24914 131 20 support support NOUN crl-24914 131 21 within within ADP crl-24914 131 22 the the DET crl-24914 131 23 universities university NOUN crl-24914 131 24 are be AUX crl-24914 131 25 crucial crucial ADJ crl-24914 131 26 : : PUNCT crl-24914 131 27 you you PRON crl-24914 131 28 need need VERB crl-24914 131 29 to to PART crl-24914 131 30 create create VERB crl-24914 131 31 a a DET crl-24914 131 32 system system NOUN crl-24914 131 33 where where SCONJ crl-24914 131 34 these these DET crl-24914 131 35 people people NOUN crl-24914 131 36 actually actually ADV crl-24914 131 37 work work VERB crl-24914 131 38 together together ADV crl-24914 131 39 and and CCONJ crl-24914 131 40 are be AUX crl-24914 131 41 able able ADJ crl-24914 131 42 to to PART crl-24914 131 43 interact interact VERB crl-24914 131 44 in in ADP crl-24914 131 45 a a DET crl-24914 131 46 good good ADJ crl-24914 131 47 way way NOUN crl-24914 131 48 . . PUNCT crl-24914 132 1 [ [ X crl-24914 132 2 … … PUNCT crl-24914 132 3 … … PUNCT crl-24914 132 4 ] ] PUNCT crl-24914 132 5 there there PRON crl-24914 132 6 is be VERB crl-24914 132 7 a a DET crl-24914 132 8 pulverization pulverization NOUN crl-24914 132 9 of of ADP crl-24914 132 10 responsibilities responsibility NOUN crl-24914 132 11 absolutely absolutely ADV crl-24914 132 12 everywhere everywhere ADV crl-24914 132 13 , , PUNCT crl-24914 132 14 and and CCONJ crl-24914 132 15 with with ADP crl-24914 132 16 such such DET crl-24914 132 17 a a DET crl-24914 132 18 research research NOUN crl-24914 132 19 data datum NOUN crl-24914 132 20 center center NOUN crl-24914 132 21 it it PRON crl-24914 132 22 might might AUX crl-24914 132 23 be be AUX crl-24914 132 24 possible possible ADJ crl-24914 132 25 to to PART crl-24914 132 26 avoid avoid VERB crl-24914 132 27 this this PRON crl-24914 132 28 , , PUNCT crl-24914 132 29 given give VERB crl-24914 132 30 the the DET crl-24914 132 31 entry entry NOUN crl-24914 132 32 points point NOUN crl-24914 132 33 and and CCONJ crl-24914 132 34 the the DET crl-24914 132 35 information information NOUN crl-24914 132 36 flow flow NOUN crl-24914 132 37 and and CCONJ crl-24914 132 38 such such ADJ crl-24914 132 39 . . PUNCT crl-24914 133 1 ( ( PUNCT crl-24914 133 2 rga2 rga2 PROPN crl-24914 133 3 ) ) PUNCT crl-24914 133 4 both both DET crl-24914 133 5 responses response NOUN crl-24914 133 6 show show VERB crl-24914 133 7 how how SCONJ crl-24914 133 8 the the DET crl-24914 133 9 workplace workplace NOUN crl-24914 133 10 of of ADP crl-24914 133 11 the the DET crl-24914 133 12 data data NOUN crl-24914 133 13 steward steward NOUN crl-24914 133 14 is be AUX crl-24914 133 15 one one NUM crl-24914 133 16 issue issue NOUN crl-24914 133 17 to to PART crl-24914 133 18 consider consider VERB crl-24914 133 19 , , PUNCT crl-24914 133 20 but but CCONJ crl-24914 133 21 many many ADJ crl-24914 133 22 challenges challenge NOUN crl-24914 133 23 are be AUX crl-24914 133 24 related relate VERB crl-24914 133 25 to to ADP crl-24914 133 26 organizational organizational ADJ crl-24914 133 27 culture culture NOUN crl-24914 133 28 , , PUNCT crl-24914 133 29 organization organization NOUN crl-24914 133 30 , , PUNCT crl-24914 133 31 and and CCONJ crl-24914 133 32 information information NOUN crl-24914 133 33 flow flow NOUN crl-24914 133 34 . . PUNCT crl-24914 134 1 one one NUM crl-24914 134 2 of of ADP crl-24914 134 3 the the DET crl-24914 134 4 researchers researcher NOUN crl-24914 134 5 suggested suggest VERB crl-24914 134 6 coordination coordination NOUN crl-24914 134 7 between between ADP crl-24914 134 8 the the DET crl-24914 134 9 universities university NOUN crl-24914 134 10 to to PART crl-24914 134 11 ensure ensure VERB crl-24914 134 12 standardized standardized ADJ crl-24914 134 13 and and CCONJ crl-24914 134 14 high high ADJ crl-24914 134 15 - - PUNCT crl-24914 134 16 quality quality NOUN crl-24914 134 17 services service NOUN crl-24914 134 18 : : PUNCT crl-24914 134 19 “ " PUNCT crl-24914 134 20 you you PRON crl-24914 134 21 need need VERB crl-24914 134 22 a a DET crl-24914 134 23 way way NOUN crl-24914 134 24 to to PART crl-24914 134 25 assure assure VERB crl-24914 134 26 that that SCONJ crl-24914 134 27 you you PRON crl-24914 134 28 even even ADV crl-24914 134 29 out out ADP crl-24914 134 30 the the DET crl-24914 134 31 pressure pressure NOUN crl-24914 134 32 from from ADP crl-24914 134 33 place place NOUN crl-24914 134 34 to to ADP crl-24914 134 35 place place NOUN crl-24914 134 36 , , PUNCT crl-24914 134 37 so so ADV crl-24914 134 38 you you PRON crl-24914 134 39 do do AUX crl-24914 134 40 n’t not PART crl-24914 134 41 end end VERB crl-24914 134 42 up up ADP crl-24914 134 43 in in ADP crl-24914 134 44 one one NUM crl-24914 134 45 bubble bubble NOUN crl-24914 134 46 , , PUNCT crl-24914 134 47 each each PRON crl-24914 134 48 with with ADP crl-24914 134 49 the the DET crl-24914 134 50 development development NOUN crl-24914 134 51 of of ADP crl-24914 134 52 strange strange ADJ crl-24914 134 53 subcultures subculture NOUN crl-24914 134 54 ; ; PUNCT crl-24914 134 55 this this PRON crl-24914 134 56 is be AUX crl-24914 134 57 important important ADJ crl-24914 134 58 to to PART crl-24914 134 59 avoid avoid VERB crl-24914 134 60 , , PUNCT crl-24914 134 61 difficult difficult ADJ crl-24914 134 62 to to PART crl-24914 134 63 avoid avoid VERB crl-24914 134 64 but but CCONJ crl-24914 134 65 very very ADV crl-24914 134 66 important important ADJ crl-24914 134 67 ” " PUNCT crl-24914 134 68 ( ( PUNCT crl-24914 134 69 rij2 rij2 PROPN crl-24914 134 70 ) ) PUNCT crl-24914 134 71 . . PUNCT crl-24914 135 1 the the DET crl-24914 135 2 workplaces workplace NOUN crl-24914 135 3 of of ADP crl-24914 135 4 the the DET crl-24914 135 5 data data NOUN crl-24914 135 6 stewards steward NOUN crl-24914 135 7 need need VERB crl-24914 135 8 to to PART crl-24914 135 9 be be AUX crl-24914 135 10 interconnected interconnect VERB crl-24914 135 11 in in ADP crl-24914 135 12 networks network NOUN crl-24914 135 13 of of ADP crl-24914 135 14 information information NOUN crl-24914 135 15 and and CCONJ crl-24914 135 16 skills skill NOUN crl-24914 135 17 exchange exchange PROPN crl-24914 135 18 locally locally ADV crl-24914 135 19 and and CCONJ crl-24914 135 20 , , PUNCT crl-24914 135 21 perhaps perhaps ADV crl-24914 135 22 , , PUNCT crl-24914 135 23 nationally nationally ADV crl-24914 135 24 and and CCONJ crl-24914 135 25 internationally internationally ADV crl-24914 135 26 . . PUNCT crl-24914 136 1 as as ADP crl-24914 136 2 rij rij ADJ crl-24914 136 3 notes note NOUN crl-24914 136 4 , , PUNCT crl-24914 136 5 hiring hire VERB crl-24914 136 6 data data NOUN crl-24914 136 7 stewards steward NOUN crl-24914 136 8 without without ADP crl-24914 136 9 facilitating facilitate VERB crl-24914 136 10 knowledge knowledge NOUN crl-24914 136 11 exchange exchange NOUN crl-24914 136 12 can can AUX crl-24914 136 13 easily easily ADV crl-24914 136 14 create create VERB crl-24914 136 15 dysfunctional dysfunctional ADJ crl-24914 136 16 subcultures subculture NOUN crl-24914 136 17 rather rather ADV crl-24914 136 18 than than ADP crl-24914 136 19 interoperable interoperable ADJ crl-24914 136 20 data datum NOUN crl-24914 136 21 . . PUNCT crl-24914 137 1 speaking speak VERB crl-24914 137 2 the the DET crl-24914 137 3 same same ADJ crl-24914 137 4 language language NOUN crl-24914 137 5 the the DET crl-24914 137 6 respondents respondent NOUN crl-24914 137 7 ( ( PUNCT crl-24914 137 8 21 21 NUM crl-24914 137 9 ) ) PUNCT crl-24914 137 10 mentioned mention VERB crl-24914 137 11 several several ADJ crl-24914 137 12 educational educational ADJ crl-24914 137 13 backgrounds background NOUN crl-24914 137 14 in in ADP crl-24914 137 15 different different ADJ crl-24914 137 16 combinations combination NOUN crl-24914 137 17 ; ; PUNCT crl-24914 137 18 the the DET crl-24914 137 19 results result NOUN crl-24914 137 20 have have AUX crl-24914 137 21 been be AUX crl-24914 137 22 split split VERB crl-24914 137 23 and and CCONJ crl-24914 137 24 grouped group VERB crl-24914 137 25 in in ADP crl-24914 137 26 figure figure NOUN crl-24914 137 27 2 2 NUM crl-24914 137 28 . . PUNCT crl-24914 138 1 further far ADV crl-24914 138 2 , , PUNCT crl-24914 138 3 four four NUM crl-24914 138 4 mentioned mention VERB crl-24914 138 5 the the DET crl-24914 138 6 master master NOUN crl-24914 138 7 ’s ’s NOUN crl-24914 138 8 level level NOUN crl-24914 138 9 , , PUNCT crl-24914 138 10 and and CCONJ crl-24914 138 11 five five NUM crl-24914 138 12 mentioned mention VERB crl-24914 138 13 the the DET crl-24914 138 14 phd phd NOUN crl-24914 138 15 level level NOUN crl-24914 138 16 as as ADP crl-24914 138 17 the the DET crl-24914 138 18 appropriate appropriate ADJ crl-24914 138 19 educational educational ADJ crl-24914 138 20 level level NOUN crl-24914 138 21 . . PUNCT crl-24914 139 1 others other NOUN crl-24914 139 2 suggested suggest VERB crl-24914 139 3 higher high ADJ crl-24914 139 4 education education NOUN crl-24914 139 5 without without ADP crl-24914 139 6 specifying specify VERB crl-24914 139 7 the the DET crl-24914 139 8 degree degree NOUN crl-24914 139 9 level level NOUN crl-24914 139 10 . . PUNCT crl-24914 140 1 the the DET crl-24914 140 2 respondents respondent NOUN crl-24914 140 3 all all PRON crl-24914 140 4 suggested suggest VERB crl-24914 140 5 that that SCONJ crl-24914 140 6 the the DET crl-24914 140 7 ideal ideal ADJ crl-24914 140 8 candidate candidate NOUN crl-24914 140 9 would would AUX crl-24914 140 10 be be AUX crl-24914 140 11 a a DET crl-24914 140 12 highly highly ADV crl-24914 140 13 educated educate VERB crl-24914 140 14 person person NOUN crl-24914 140 15 preferably preferably ADV crl-24914 140 16 with with ADP crl-24914 140 17 research research NOUN crl-24914 140 18 experience experience NOUN crl-24914 140 19 , , PUNCT crl-24914 140 20 often often ADV crl-24914 140 21 in in ADP crl-24914 140 22 combination combination NOUN crl-24914 140 23 with with ADP crl-24914 140 24 a a DET crl-24914 140 25 background background NOUN crl-24914 140 26 in in ADP crl-24914 140 27 data data NOUN crl-24914 140 28 stewardship stewardship NOUN crl-24914 140 29 , , PUNCT crl-24914 140 30 it it PRON crl-24914 140 31 , , PUNCT crl-24914 140 32 or or CCONJ crl-24914 140 33 library library NOUN crl-24914 140 34 and and CCONJ crl-24914 140 35 information information NOUN crl-24914 140 36 science science NOUN crl-24914 140 37 ( ( PUNCT crl-24914 140 38 lis lis PROPN crl-24914 140 39 ) ) PUNCT crl-24914 140 40 . . PUNCT crl-24914 141 1 as as SCONJ crl-24914 141 2 one one NUM crl-24914 141 3 of of ADP crl-24914 141 4 the the DET crl-24914 141 5 staff staff NOUN crl-24914 141 6 members member NOUN crl-24914 141 7 at at ADP crl-24914 141 8 the the DET crl-24914 141 9 university university NOUN crl-24914 141 10 explained explain VERB crl-24914 141 11 , , PUNCT crl-24914 141 12 a a DET crl-24914 141 13 phd phd NOUN crl-24914 141 14 degree degree NOUN crl-24914 141 15 can can AUX crl-24914 141 16 be be AUX crl-24914 141 17 a a DET crl-24914 141 18 gateway gateway NOUN crl-24914 141 19 to to ADP crl-24914 141 20 communication communication NOUN crl-24914 141 21 with with ADP crl-24914 141 22 the the DET crl-24914 141 23 researchers researcher NOUN crl-24914 141 24 to to PART crl-24914 141 25 “ " PUNCT crl-24914 141 26 speak speak VERB crl-24914 141 27 their their PRON crl-24914 141 28 language language NOUN crl-24914 141 29 ” " PUNCT crl-24914 141 30 and and CCONJ crl-24914 141 31 create create VERB crl-24914 141 32 trust trust NOUN crl-24914 141 33 : : PUNCT crl-24914 141 34 it it PRON crl-24914 141 35 helps help VERB crl-24914 141 36 if if SCONJ crl-24914 141 37 they they PRON crl-24914 141 38 all all PRON crl-24914 141 39 speak speak VERB crl-24914 141 40 the the DET crl-24914 141 41 same same ADJ crl-24914 141 42 language language NOUN crl-24914 141 43 . . PUNCT crl-24914 142 1 that that PRON crl-24914 142 2 is be AUX crl-24914 142 3 part part NOUN crl-24914 142 4 of of ADP crl-24914 142 5 the the DET crl-24914 142 6 success success NOUN crl-24914 142 7 in in ADP crl-24914 142 8 my my PRON crl-24914 142 9 department department NOUN crl-24914 142 10 , , PUNCT crl-24914 142 11 where where SCONJ crl-24914 142 12 half half NOUN crl-24914 142 13 of of ADP crl-24914 142 14 the the DET crl-24914 142 15 staff staff NOUN crl-24914 142 16 have have VERB crl-24914 142 17 a a DET crl-24914 142 18 phd phd NOUN crl-24914 142 19 , , PUNCT crl-24914 142 20 so so SCONJ crl-24914 142 21 we we PRON crl-24914 142 22 can can AUX crl-24914 142 23 communicate communicate VERB crl-24914 142 24 with with ADP crl-24914 142 25 the the DET crl-24914 142 26 researchers researcher NOUN crl-24914 142 27 . . PUNCT crl-24914 143 1 … … PUNCT crl-24914 143 2 you you PRON crl-24914 143 3 first first ADV crl-24914 143 4 need need VERB crl-24914 143 5 some some DET crl-24914 143 6 positive positive ADJ crl-24914 143 7 and and CCONJ crl-24914 143 8 some some DET crl-24914 143 9 negative negative ADJ crl-24914 143 10 experiences experience NOUN crl-24914 143 11 in in ADP crl-24914 143 12 order order NOUN crl-24914 143 13 to to PART crl-24914 143 14 make make VERB crl-24914 143 15 the the DET crl-24914 143 16 transition transition NOUN crl-24914 143 17 . . PUNCT crl-24914 144 1 someone someone PRON crl-24914 144 2 has have AUX crl-24914 144 3 done do VERB crl-24914 144 4 this this DET crl-24914 144 5 internally internally ADV crl-24914 144 6 … … PUNCT crl-24914 144 7 others other NOUN crl-24914 144 8 who who PRON crl-24914 144 9 have have AUX crl-24914 144 10 not not PART crl-24914 144 11 committed commit VERB crl-24914 144 12 huge huge ADJ crl-24914 144 13 mistakes mistake NOUN crl-24914 144 14 yet yet ADV crl-24914 144 15 , , PUNCT crl-24914 144 16 they they PRON crl-24914 144 17 just just ADV crl-24914 144 18 continue continue VERB crl-24914 144 19 to to PART crl-24914 144 20 build build VERB crl-24914 144 21 , , PUNCT crl-24914 144 22 data datum NOUN crl-24914 144 23 on on ADP crl-24914 144 24 data datum NOUN crl-24914 144 25 on on ADP crl-24914 144 26 data datum NOUN crl-24914 144 27 and and CCONJ crl-24914 144 28 more more ADJ crl-24914 144 29 data datum NOUN crl-24914 144 30 , , PUNCT crl-24914 144 31 without without ADP crl-24914 144 32 any any DET crl-24914 144 33 control control NOUN crl-24914 144 34 . . PUNCT crl-24914 145 1 ( ( PUNCT crl-24914 145 2 iti2 iti2 PROPN crl-24914 145 3 ) ) PUNCT crl-24914 145 4 340 340 NUM crl-24914 145 5 college college PROPN crl-24914 145 6 & & CCONJ crl-24914 145 7 research research PROPN crl-24914 145 8 libraries library NOUN crl-24914 145 9 may may AUX crl-24914 145 10 2021 2021 NUM crl-24914 145 11 the the DET crl-24914 145 12 notion notion NOUN crl-24914 145 13 that that SCONJ crl-24914 145 14 experience experience NOUN crl-24914 145 15 of of ADP crl-24914 145 16 research research NOUN crl-24914 145 17 can can AUX crl-24914 145 18 be be AUX crl-24914 145 19 one one NUM crl-24914 145 20 way way NOUN crl-24914 145 21 of of ADP crl-24914 145 22 creating create VERB crl-24914 145 23 trust trust NOUN crl-24914 145 24 and and CCONJ crl-24914 145 25 knowledge knowledge NOUN crl-24914 145 26 of of ADP crl-24914 145 27 the the DET crl-24914 145 28 data datum NOUN crl-24914 145 29 types type NOUN crl-24914 145 30 and and CCONJ crl-24914 145 31 methods method NOUN crl-24914 145 32 used use VERB crl-24914 145 33 in in ADP crl-24914 145 34 the the DET crl-24914 145 35 field field NOUN crl-24914 145 36 is be AUX crl-24914 145 37 another another DET crl-24914 145 38 point point NOUN crl-24914 145 39 of of ADP crl-24914 145 40 entry entry NOUN crl-24914 145 41 . . PUNCT crl-24914 146 1 however however ADV crl-24914 146 2 , , PUNCT crl-24914 146 3 iti iti PRON crl-24914 146 4 believed believe VERB crl-24914 146 5 that that SCONJ crl-24914 146 6 the the DET crl-24914 146 7 need need NOUN crl-24914 146 8 for for ADP crl-24914 146 9 data data NOUN crl-24914 146 10 management management NOUN crl-24914 146 11 must must AUX crl-24914 146 12 often often ADV crl-24914 146 13 be be AUX crl-24914 146 14 experienced experience VERB crl-24914 146 15 by by ADP crl-24914 146 16 the the DET crl-24914 146 17 researchers researcher NOUN crl-24914 146 18 before before SCONJ crl-24914 146 19 it it PRON crl-24914 146 20 can can AUX crl-24914 146 21 be be AUX crl-24914 146 22 taken take VERB crl-24914 146 23 seriously seriously ADV crl-24914 146 24 . . PUNCT crl-24914 147 1 similar similar ADJ crl-24914 147 2 backgrounds background NOUN crl-24914 147 3 help help VERB crl-24914 147 4 in in ADP crl-24914 147 5 creating create VERB crl-24914 147 6 relational relational ADJ crl-24914 147 7 bonds bond NOUN crl-24914 147 8 and and CCONJ crl-24914 147 9 trust trust NOUN crl-24914 147 10 between between ADP crl-24914 147 11 researchers researcher NOUN crl-24914 147 12 and and CCONJ crl-24914 147 13 data datum NOUN crl-24914 147 14 stewards steward NOUN crl-24914 147 15 : : PUNCT crl-24914 147 16 i i PRON crl-24914 147 17 think think VERB crl-24914 147 18 this this PRON crl-24914 147 19 is be AUX crl-24914 147 20 also also ADV crl-24914 147 21 a a DET crl-24914 147 22 kind kind NOUN crl-24914 147 23 of of ADP crl-24914 147 24 confidentiality confidentiality NOUN crl-24914 147 25 . . PUNCT crl-24914 148 1 there there PRON crl-24914 148 2 is be VERB crl-24914 148 3 something something PRON crl-24914 148 4 like like ADP crl-24914 148 5 a a DET crl-24914 148 6 role role NOUN crl-24914 148 7 you you PRON crl-24914 148 8 trust trust VERB crl-24914 148 9 , , PUNCT crl-24914 148 10 like like SCONJ crl-24914 148 11 that that DET crl-24914 148 12 person person NOUN crl-24914 148 13 is be AUX crl-24914 148 14 to to PART crl-24914 148 15 be be AUX crl-24914 148 16 really really ADV crl-24914 148 17 trusted trust VERB crl-24914 148 18 , , PUNCT crl-24914 148 19 so so ADV crl-24914 148 20 i i PRON crl-24914 148 21 think think VERB crl-24914 148 22 it it PRON crl-24914 148 23 would would AUX crl-24914 148 24 be be AUX crl-24914 148 25 , , PUNCT crl-24914 148 26 i i PRON crl-24914 148 27 do do AUX crl-24914 148 28 n’t not PART crl-24914 148 29 know know VERB crl-24914 148 30 , , PUNCT crl-24914 148 31 but but CCONJ crl-24914 148 32 if if SCONJ crl-24914 148 33 i i PRON crl-24914 148 34 was be AUX crl-24914 148 35 a a DET crl-24914 148 36 researcher researcher NOUN crl-24914 148 37 i i PRON crl-24914 148 38 would would AUX crl-24914 148 39 be be AUX crl-24914 148 40 a a DET crl-24914 148 41 bit bit NOUN crl-24914 148 42 , , PUNCT crl-24914 148 43 i i PRON crl-24914 148 44 do do AUX crl-24914 148 45 n’t not PART crl-24914 148 46 know know VERB crl-24914 148 47 maybe maybe ADV crl-24914 148 48 awkward awkward ADJ crl-24914 148 49 to to PART crl-24914 148 50 contact contact VERB crl-24914 148 51 somebody somebody PRON crl-24914 148 52 who who PRON crl-24914 148 53 is be AUX crl-24914 148 54 just just ADV crl-24914 148 55 a a DET crl-24914 148 56 data data NOUN crl-24914 148 57 manager manager NOUN crl-24914 148 58 and and CCONJ crl-24914 148 59 is be AUX crl-24914 148 60 not not PART crl-24914 148 61 related relate VERB crl-24914 148 62 closely closely ADV crl-24914 148 63 to to ADP crl-24914 148 64 my my PRON crl-24914 148 65 field field NOUN crl-24914 148 66 . . PUNCT crl-24914 149 1 ( ( PUNCT crl-24914 149 2 rgd2 rgd2 PROPN crl-24914 149 3 ) ) PUNCT crl-24914 149 4 one one NUM crl-24914 149 5 of of ADP crl-24914 149 6 the the DET crl-24914 149 7 researchers researcher NOUN crl-24914 149 8 described describe VERB crl-24914 149 9 a a DET crl-24914 149 10 fear fear NOUN crl-24914 149 11 that that SCONJ crl-24914 149 12 the the DET crl-24914 149 13 data data NOUN crl-24914 149 14 stewards steward NOUN crl-24914 149 15 operate operate VERB crl-24914 149 16 using use VERB crl-24914 149 17 their their PRON crl-24914 149 18 own own ADJ crl-24914 149 19 agendas agenda NOUN crl-24914 149 20 : : PUNCT crl-24914 149 21 if if SCONJ crl-24914 149 22 you you PRON crl-24914 149 23 enter enter VERB crl-24914 149 24 on on ADP crl-24914 149 25 the the DET crl-24914 149 26 side side NOUN crl-24914 149 27 in in ADP crl-24914 149 28 that that DET crl-24914 149 29 mean mean NOUN crl-24914 149 30 of of ADP crl-24914 149 31 adding add VERB crl-24914 149 32 an an DET crl-24914 149 33 additional additional ADJ crl-24914 149 34 agenda agenda NOUN crl-24914 149 35 beyond beyond ADP crl-24914 149 36 solidity solidity NOUN crl-24914 149 37 and and CCONJ crl-24914 149 38 such such ADJ crl-24914 149 39 , , PUNCT crl-24914 149 40 sometimes sometimes ADV crl-24914 149 41 that that PRON crl-24914 149 42 might might AUX crl-24914 149 43 be be AUX crl-24914 149 44 an an DET crl-24914 149 45 advantage advantage NOUN crl-24914 149 46 for for ADP crl-24914 149 47 some some DET crl-24914 149 48 types type NOUN crl-24914 149 49 of of ADP crl-24914 149 50 projects project NOUN crl-24914 149 51 , , PUNCT crl-24914 149 52 for for ADP crl-24914 149 53 others other NOUN crl-24914 149 54 it it PRON crl-24914 149 55 might might AUX crl-24914 149 56 be be AUX crl-24914 149 57 alarming alarming ADJ crl-24914 149 58 , , PUNCT crl-24914 149 59 both both CCONJ crl-24914 149 60 economic economic ADJ crl-24914 149 61 and and CCONJ crl-24914 149 62 in in ADP crl-24914 149 63 terms term NOUN crl-24914 149 64 of of ADP crl-24914 149 65 work work NOUN crl-24914 149 66 environment environment NOUN crl-24914 149 67 . . PUNCT crl-24914 150 1 ( ( PUNCT crl-24914 150 2 rij2 rij2 PROPN crl-24914 150 3 ) ) PUNCT crl-24914 150 4 research research NOUN crl-24914 150 5 experience experience NOUN crl-24914 150 6 among among ADP crl-24914 150 7 data data NOUN crl-24914 150 8 stewards steward NOUN crl-24914 150 9 or or CCONJ crl-24914 150 10 similar similar ADJ crl-24914 150 11 disciplinary disciplinary ADJ crl-24914 150 12 backgrounds background NOUN crl-24914 150 13 are be AUX crl-24914 150 14 possible possible ADJ crl-24914 150 15 strategies strategy NOUN crl-24914 150 16 to to PART crl-24914 150 17 create create VERB crl-24914 150 18 common common ADJ crl-24914 150 19 ground ground NOUN crl-24914 150 20 between between ADP crl-24914 150 21 data data NOUN crl-24914 150 22 stewards steward NOUN crl-24914 150 23 and and CCONJ crl-24914 150 24 researcher researcher NOUN crl-24914 150 25 . . PUNCT crl-24914 151 1 these these DET crl-24914 151 2 strategies strategy NOUN crl-24914 151 3 figure figure VERB crl-24914 151 4 2 2 NUM crl-24914 151 5 preferred preferred ADJ crl-24914 151 6 background background NOUN crl-24914 151 7 for for ADP crl-24914 151 8 data datum NOUN crl-24914 151 9 stewards steward NOUN crl-24914 151 10 using use VERB crl-24914 151 11 personas persona NOUN crl-24914 151 12 to to PART crl-24914 151 13 visualize visualize VERB crl-24914 151 14 the the DET crl-24914 151 15 need need NOUN crl-24914 151 16 for for ADP crl-24914 151 17 data datum NOUN crl-24914 151 18 stewardship stewardship NOUN crl-24914 151 19 341 341 NUM crl-24914 151 20 might might AUX crl-24914 151 21 also also ADV crl-24914 151 22 help help VERB crl-24914 151 23 to to PART crl-24914 151 24 avoid avoid VERB crl-24914 151 25 additional additional ADJ crl-24914 151 26 agendas agenda NOUN crl-24914 151 27 on on ADP crl-24914 151 28 the the DET crl-24914 151 29 part part NOUN crl-24914 151 30 of of ADP crl-24914 151 31 data data NOUN crl-24914 151 32 stewards steward NOUN crl-24914 151 33 . . PUNCT crl-24914 152 1 interest interest NOUN crl-24914 152 2 in in ADP crl-24914 152 3 research research NOUN crl-24914 152 4 or or CCONJ crl-24914 152 5 the the DET crl-24914 152 6 research research NOUN crl-24914 152 7 topic topic NOUN crl-24914 152 8 might might AUX crl-24914 152 9 help help VERB crl-24914 152 10 to to PART crl-24914 152 11 assure assure VERB crl-24914 152 12 the the DET crl-24914 152 13 researchers researcher NOUN crl-24914 152 14 that that SCONJ crl-24914 152 15 solidity solidity NOUN crl-24914 152 16 and and CCONJ crl-24914 152 17 reproducibility reproducibility NOUN crl-24914 152 18 are be AUX crl-24914 152 19 the the DET crl-24914 152 20 stewards steward NOUN crl-24914 152 21 ’ ’ PART crl-24914 152 22 primary primary ADJ crl-24914 152 23 motivations motivation NOUN crl-24914 152 24 for for ADP crl-24914 152 25 data datum NOUN crl-24914 152 26 management management NOUN crl-24914 152 27 . . PUNCT crl-24914 153 1 there there PRON crl-24914 153 2 are be VERB crl-24914 153 3 , , PUNCT crl-24914 153 4 however however ADV crl-24914 153 5 , , PUNCT crl-24914 153 6 already already ADV crl-24914 153 7 several several ADJ crl-24914 153 8 agendas agenda NOUN crl-24914 153 9 present present ADJ crl-24914 153 10 in in ADP crl-24914 153 11 the the DET crl-24914 153 12 field field NOUN crl-24914 153 13 of of ADP crl-24914 153 14 data data NOUN crl-24914 153 15 management management NOUN crl-24914 153 16 , , PUNCT crl-24914 153 17 such such ADJ crl-24914 153 18 as as ADP crl-24914 153 19 economic economic ADJ crl-24914 153 20 interests,48 interests,48 NOUN crl-24914 153 21 and and CCONJ crl-24914 153 22 an an DET crl-24914 153 23 interest interest NOUN crl-24914 153 24 to to PART crl-24914 153 25 explore explore VERB crl-24914 153 26 existing exist VERB crl-24914 153 27 data datum NOUN crl-24914 153 28 in in ADP crl-24914 153 29 new new ADJ crl-24914 153 30 ways way NOUN crl-24914 153 31 through through ADP crl-24914 153 32 data datum NOUN crl-24914 153 33 science.49 science.49 NOUN crl-24914 153 34 for for ADP crl-24914 153 35 the the DET crl-24914 153 36 researchers researcher NOUN crl-24914 153 37 , , PUNCT crl-24914 153 38 on on ADP crl-24914 153 39 the the DET crl-24914 153 40 other other ADJ crl-24914 153 41 hand hand NOUN crl-24914 153 42 , , PUNCT crl-24914 153 43 the the DET crl-24914 153 44 purpose purpose NOUN crl-24914 153 45 of of ADP crl-24914 153 46 data data NOUN crl-24914 153 47 management management NOUN crl-24914 153 48 is be AUX crl-24914 153 49 primarily primarily ADV crl-24914 153 50 to to ADP crl-24914 153 51 document document NOUN crl-24914 153 52 and and CCONJ crl-24914 153 53 archive archive NOUN crl-24914 153 54 research research NOUN crl-24914 153 55 data datum NOUN crl-24914 153 56 for for ADP crl-24914 153 57 their their PRON crl-24914 153 58 own own ADJ crl-24914 153 59 reuse reuse NOUN crl-24914 153 60 and and CCONJ crl-24914 153 61 for for ADP crl-24914 153 62 reproducibility reproducibility NOUN crl-24914 153 63 . . PUNCT crl-24914 154 1 one one NUM crl-24914 154 2 of of ADP crl-24914 154 3 the the DET crl-24914 154 4 policymakers policymaker NOUN crl-24914 154 5 pointed point VERB crl-24914 154 6 to to ADP crl-24914 154 7 this this DET crl-24914 154 8 conflict conflict NOUN crl-24914 154 9 of of ADP crl-24914 154 10 interests interest NOUN crl-24914 154 11 and and CCONJ crl-24914 154 12 motivations motivation NOUN crl-24914 154 13 : : PUNCT crl-24914 154 14 “ " PUNCT crl-24914 154 15 a a DET crl-24914 154 16 risk risk NOUN crl-24914 154 17 in in ADP crl-24914 154 18 this this DET crl-24914 154 19 area area NOUN crl-24914 154 20 , , PUNCT crl-24914 154 21 and and CCONJ crl-24914 154 22 what what PRON crl-24914 154 23 we we PRON crl-24914 154 24 have have AUX crl-24914 154 25 seen see VERB crl-24914 154 26 until until ADP crl-24914 154 27 now now ADV crl-24914 154 28 that that SCONJ crl-24914 154 29 the the DET crl-24914 154 30 area area NOUN crl-24914 154 31 suffers suffer VERB crl-24914 154 32 from from ADP crl-24914 154 33 , , PUNCT crl-24914 154 34 is be AUX crl-24914 154 35 that that PRON crl-24914 154 36 library library NOUN crl-24914 154 37 and and CCONJ crl-24914 154 38 archive archive NOUN crl-24914 154 39 people people NOUN crl-24914 154 40 , , PUNCT crl-24914 154 41 bureaucrats bureaucrat NOUN crl-24914 154 42 , , PUNCT crl-24914 154 43 and and CCONJ crl-24914 154 44 non non NOUN crl-24914 154 45 - - NOUN crl-24914 154 46 researchers researcher NOUN crl-24914 154 47 have have AUX crl-24914 154 48 taken take VERB crl-24914 154 49 a a DET crl-24914 154 50 strong strong ADJ crl-24914 154 51 role role NOUN crl-24914 154 52 of of ADP crl-24914 154 53 leadership leadership NOUN crl-24914 154 54 ” " PUNCT crl-24914 154 55 ( ( PUNCT crl-24914 154 56 po po PROPN crl-24914 154 57 ) ) PUNCT crl-24914 154 58 . . PUNCT crl-24914 155 1 when when SCONJ crl-24914 155 2 policymakers policymaker NOUN crl-24914 155 3 , , PUNCT crl-24914 155 4 archivists archivist NOUN crl-24914 155 5 , , PUNCT crl-24914 155 6 it it PRON crl-24914 155 7 developers developer NOUN crl-24914 155 8 , , PUNCT crl-24914 155 9 data datum NOUN crl-24914 155 10 scientists scientist NOUN crl-24914 155 11 , , PUNCT crl-24914 155 12 and and CCONJ crl-24914 155 13 librarians librarian VERB crl-24914 155 14 all all PRON crl-24914 155 15 see see VERB crl-24914 155 16 different different ADJ crl-24914 155 17 potential potential NOUN crl-24914 155 18 in in ADP crl-24914 155 19 research research NOUN crl-24914 155 20 data datum NOUN crl-24914 155 21 , , PUNCT crl-24914 155 22 these these DET crl-24914 155 23 interests interest NOUN crl-24914 155 24 might might AUX crl-24914 155 25 come come VERB crl-24914 155 26 to to ADP crl-24914 155 27 overshadow overshadow VERB crl-24914 155 28 the the DET crl-24914 155 29 core core NOUN crl-24914 155 30 : : PUNCT crl-24914 155 31 the the DET crl-24914 155 32 quality quality NOUN crl-24914 155 33 of of ADP crl-24914 155 34 research research NOUN crl-24914 155 35 and and CCONJ crl-24914 155 36 the the DET crl-24914 155 37 challenge challenge NOUN crl-24914 155 38 in in ADP crl-24914 155 39 overcoming overcome VERB crl-24914 155 40 the the DET crl-24914 155 41 reproducibility reproducibility NOUN crl-24914 155 42 crisis crisis NOUN crl-24914 155 43 . . PUNCT crl-24914 156 1 the the DET crl-24914 156 2 question question NOUN crl-24914 156 3 of of ADP crl-24914 156 4 what what PRON crl-24914 156 5 motivates motivate VERB crl-24914 156 6 the the DET crl-24914 156 7 data data NOUN crl-24914 156 8 steward steward NOUN crl-24914 156 9 in in ADP crl-24914 156 10 doing do VERB crl-24914 156 11 their their PRON crl-24914 156 12 job job NOUN crl-24914 156 13 becomes become VERB crl-24914 156 14 important important ADJ crl-24914 156 15 for for ADP crl-24914 156 16 building building NOUN crl-24914 156 17 relations relation NOUN crl-24914 156 18 between between ADP crl-24914 156 19 the the DET crl-24914 156 20 researchers researcher NOUN crl-24914 156 21 . . PUNCT crl-24914 157 1 twelve twelve NUM crl-24914 157 2 participants participant NOUN crl-24914 157 3 answered answer VERB crl-24914 157 4 this this DET crl-24914 157 5 question question NOUN crl-24914 157 6 . . PUNCT crl-24914 158 1 ethical ethical ADJ crl-24914 158 2 motivations motivation NOUN crl-24914 158 3 and and CCONJ crl-24914 158 4 genuine genuine ADJ crl-24914 158 5 engagement engagement NOUN crl-24914 158 6 in in ADP crl-24914 158 7 research research NOUN crl-24914 158 8 were be AUX crl-24914 158 9 seen see VERB crl-24914 158 10 as as ADP crl-24914 158 11 the the DET crl-24914 158 12 most most ADV crl-24914 158 13 important important ADJ crl-24914 158 14 motivations motivation NOUN crl-24914 158 15 : : PUNCT crl-24914 158 16 “ " PUNCT crl-24914 158 17 engagement engagement VERB crl-24914 158 18 both both PRON crl-24914 158 19 with with ADP crl-24914 158 20 good good ADJ crl-24914 158 21 research research NOUN crl-24914 158 22 and and CCONJ crl-24914 158 23 ethical ethical ADJ crl-24914 158 24 data datum NOUN crl-24914 158 25 management management NOUN crl-24914 158 26 , , PUNCT crl-24914 158 27 ” " PUNCT crl-24914 158 28 “ " PUNCT crl-24914 158 29 the the DET crl-24914 158 30 enjoyment enjoyment NOUN crl-24914 158 31 of of ADP crl-24914 158 32 assisting assist VERB crl-24914 158 33 researchers researcher NOUN crl-24914 158 34 in in ADP crl-24914 158 35 taking take VERB crl-24914 158 36 care care NOUN crl-24914 158 37 for for ADP crl-24914 158 38 their their PRON crl-24914 158 39 data datum NOUN crl-24914 158 40 and and CCONJ crl-24914 158 41 sharing share VERB crl-24914 158 42 data datum NOUN crl-24914 158 43 in in ADP crl-24914 158 44 a a DET crl-24914 158 45 safe safe ADJ crl-24914 158 46 way way NOUN crl-24914 158 47 , , PUNCT crl-24914 158 48 ” " PUNCT crl-24914 158 49 and and CCONJ crl-24914 158 50 “ " PUNCT crl-24914 158 51 [ [ X crl-24914 158 52 contributing contribute VERB crl-24914 158 53 ] ] PUNCT crl-24914 158 54 to to ADP crl-24914 158 55 making make VERB crl-24914 158 56 research research NOUN crl-24914 158 57 transparent transparent ADJ crl-24914 158 58 and and CCONJ crl-24914 158 59 verifiable verifiable ADJ crl-24914 158 60 . . PUNCT crl-24914 158 61 ” " PUNCT crl-24914 159 1 other other ADJ crl-24914 159 2 responses response NOUN crl-24914 159 3 described describe VERB crl-24914 159 4 a a DET crl-24914 159 5 methodical methodical ADJ crl-24914 159 6 person person NOUN crl-24914 159 7 with with ADP crl-24914 159 8 a a DET crl-24914 159 9 genuine genuine ADJ crl-24914 159 10 interest interest NOUN crl-24914 159 11 in in ADP crl-24914 159 12 research research NOUN crl-24914 159 13 who who PRON crl-24914 159 14 can can AUX crl-24914 159 15 provide provide VERB crl-24914 159 16 a a DET crl-24914 159 17 valuable valuable ADJ crl-24914 159 18 contribution contribution NOUN crl-24914 159 19 by by ADP crl-24914 159 20 organizing organize VERB crl-24914 159 21 , , PUNCT crl-24914 159 22 providing provide VERB crl-24914 159 23 services service NOUN crl-24914 159 24 , , PUNCT crl-24914 159 25 building build VERB crl-24914 159 26 something something PRON crl-24914 159 27 together together ADV crl-24914 159 28 as as ADP crl-24914 159 29 a a DET crl-24914 159 30 team team NOUN crl-24914 159 31 , , PUNCT crl-24914 159 32 and and CCONJ crl-24914 159 33 contributing contribute VERB crl-24914 159 34 to to ADP crl-24914 159 35 science science NOUN crl-24914 159 36 . . PUNCT crl-24914 160 1 dividing divide VERB crl-24914 160 2 tasks task NOUN crl-24914 160 3 but but CCONJ crl-24914 160 4 maintaining maintain VERB crl-24914 160 5 responsibility responsibility NOUN crl-24914 160 6 when when SCONJ crl-24914 160 7 asked ask VERB crl-24914 160 8 to to PART crl-24914 160 9 write write VERB crl-24914 160 10 a a DET crl-24914 160 11 short short ADJ crl-24914 160 12 biography biography NOUN crl-24914 160 13 , , PUNCT crl-24914 160 14 nine nine NUM crl-24914 160 15 participants participant NOUN crl-24914 160 16 responded respond VERB crl-24914 160 17 . . PUNCT crl-24914 161 1 one one NUM crl-24914 161 2 of of ADP crl-24914 161 3 the the DET crl-24914 161 4 descriptions description NOUN crl-24914 161 5 given give VERB crl-24914 161 6 was be AUX crl-24914 161 7 that that PRON crl-24914 161 8 of of ADP crl-24914 161 9 a a DET crl-24914 161 10 “ " PUNCT crl-24914 161 11 technical technical ADJ crl-24914 161 12 and and CCONJ crl-24914 161 13 tidy tidy ADJ crl-24914 161 14 person person NOUN crl-24914 161 15 , , PUNCT crl-24914 161 16 ” " PUNCT crl-24914 161 17 and and CCONJ crl-24914 161 18 other other ADJ crl-24914 161 19 characteristics characteristic NOUN crl-24914 161 20 included include VERB crl-24914 161 21 a a DET crl-24914 161 22 good good ADJ crl-24914 161 23 overall overall ADJ crl-24914 161 24 understanding understanding NOUN crl-24914 161 25 of of ADP crl-24914 161 26 research research NOUN crl-24914 161 27 and and CCONJ crl-24914 161 28 of of ADP crl-24914 161 29 the the DET crl-24914 161 30 research research NOUN crl-24914 161 31 data datum NOUN crl-24914 161 32 life life NOUN crl-24914 161 33 cycle cycle NOUN crl-24914 161 34 : : PUNCT crl-24914 161 35 “ " PUNCT crl-24914 161 36 the the DET crl-24914 161 37 person person NOUN crl-24914 161 38 must must AUX crl-24914 161 39 be be AUX crl-24914 161 40 mature mature ADJ crl-24914 161 41 or or CCONJ crl-24914 161 42 experienced experience VERB crl-24914 161 43 enough enough ADJ crl-24914 161 44 to to PART crl-24914 161 45 understand understand VERB crl-24914 161 46 the the DET crl-24914 161 47 range range NOUN crl-24914 161 48 of of ADP crl-24914 161 49 the the DET crl-24914 161 50 field field NOUN crl-24914 161 51 of of ADP crl-24914 161 52 data data NOUN crl-24914 161 53 management management NOUN crl-24914 161 54 and and CCONJ crl-24914 161 55 curation curation NOUN crl-24914 161 56 , , PUNCT crl-24914 161 57 and and CCONJ crl-24914 161 58 the the DET crl-24914 161 59 limitations limitation NOUN crl-24914 161 60 for for ADP crl-24914 161 61 what what PRON crl-24914 161 62 should should AUX crl-24914 161 63 be be AUX crl-24914 161 64 shared share VERB crl-24914 161 65 and and CCONJ crl-24914 161 66 [ [ X crl-24914 161 67 to to PART crl-24914 161 68 ] ] X crl-24914 161 69 understand understand VERB crl-24914 161 70 the the DET crl-24914 161 71 whole whole ADJ crl-24914 161 72 lifecycle lifecycle NOUN crl-24914 161 73 of of ADP crl-24914 161 74 research research NOUN crl-24914 161 75 data datum NOUN crl-24914 161 76 in in ADP crl-24914 161 77 projects project NOUN crl-24914 161 78 . . PUNCT crl-24914 161 79 ” " PUNCT crl-24914 162 1 another another DET crl-24914 162 2 participant participant NOUN crl-24914 162 3 described describe VERB crl-24914 162 4 “ " PUNCT crl-24914 162 5 a a DET crl-24914 162 6 service service NOUN crl-24914 162 7 - - PUNCT crl-24914 162 8 minded minded ADJ crl-24914 162 9 person person NOUN crl-24914 162 10 able able ADJ crl-24914 162 11 to to PART crl-24914 162 12 work work VERB crl-24914 162 13 closely closely ADV crl-24914 162 14 with with ADP crl-24914 162 15 several several ADJ crl-24914 162 16 research research NOUN crl-24914 162 17 teams team NOUN crl-24914 162 18 . . PUNCT crl-24914 162 19 ” " PUNCT crl-24914 163 1 thus thus ADV crl-24914 163 2 , , PUNCT crl-24914 163 3 both both PRON crl-24914 163 4 emphasize emphasize VERB crl-24914 163 5 that that SCONJ crl-24914 163 6 technical technical ADJ crl-24914 163 7 and and CCONJ crl-24914 163 8 social social ADJ crl-24914 163 9 skills skill NOUN crl-24914 163 10 are be AUX crl-24914 163 11 necessary necessary ADJ crl-24914 163 12 , , PUNCT crl-24914 163 13 along along ADP crl-24914 163 14 with with ADP crl-24914 163 15 experience experience NOUN crl-24914 163 16 , , PUNCT crl-24914 163 17 knowledge knowledge NOUN crl-24914 163 18 , , PUNCT crl-24914 163 19 and and CCONJ crl-24914 163 20 the the DET crl-24914 163 21 ability ability NOUN crl-24914 163 22 to to PART crl-24914 163 23 provide provide VERB crl-24914 163 24 professional professional ADJ crl-24914 163 25 guidance guidance NOUN crl-24914 163 26 . . PUNCT crl-24914 164 1 one one NUM crl-24914 164 2 participant participant NOUN crl-24914 164 3 gave give VERB crl-24914 164 4 a a DET crl-24914 164 5 longer long ADJ crl-24914 164 6 description description NOUN crl-24914 164 7 of of ADP crl-24914 164 8 a a DET crl-24914 164 9 researcher researcher NOUN crl-24914 164 10 who who PRON crl-24914 164 11 wanted want VERB crl-24914 164 12 to to PART crl-24914 164 13 work work VERB crl-24914 164 14 in in ADP crl-24914 164 15 - - PUNCT crl-24914 164 16 depth depth NOUN crl-24914 164 17 with with ADP crl-24914 164 18 data datum NOUN crl-24914 164 19 and and CCONJ crl-24914 164 20 who who PRON crl-24914 164 21 enjoys enjoy VERB crl-24914 164 22 both both CCONJ crl-24914 164 23 the the DET crl-24914 164 24 service service NOUN crl-24914 164 25 and and CCONJ crl-24914 164 26 the the DET crl-24914 164 27 problem problem NOUN crl-24914 164 28 - - PUNCT crl-24914 164 29 solving solve VERB crl-24914 164 30 aspects aspect NOUN crl-24914 164 31 of of ADP crl-24914 164 32 data data NOUN crl-24914 164 33 stewardship stewardship NOUN crl-24914 164 34 . . PUNCT crl-24914 165 1 balancing balance VERB crl-24914 165 2 the the DET crl-24914 165 3 interest interest NOUN crl-24914 165 4 in in ADP crl-24914 165 5 the the DET crl-24914 165 6 research research NOUN crl-24914 165 7 with with ADP crl-24914 165 8 motivations motivation NOUN crl-24914 165 9 to to PART crl-24914 165 10 keep keep VERB crl-24914 165 11 the the DET crl-24914 165 12 data datum NOUN crl-24914 165 13 structured structure VERB crl-24914 165 14 and and CCONJ crl-24914 165 15 documented document VERB crl-24914 165 16 to to PART crl-24914 165 17 enhance enhance VERB crl-24914 165 18 the the DET crl-24914 165 19 quality quality NOUN crl-24914 165 20 of of ADP crl-24914 165 21 the the DET crl-24914 165 22 research research NOUN crl-24914 165 23 results result NOUN crl-24914 165 24 without without ADP crl-24914 165 25 adding add VERB crl-24914 165 26 additional additional ADJ crl-24914 165 27 agendas agenda NOUN crl-24914 165 28 is be AUX crl-24914 165 29 important important ADJ crl-24914 165 30 . . PUNCT crl-24914 166 1 still still ADV crl-24914 166 2 , , PUNCT crl-24914 166 3 the the DET crl-24914 166 4 involvement involvement NOUN crl-24914 166 5 of of ADP crl-24914 166 6 the the DET crl-24914 166 7 data data NOUN crl-24914 166 8 stewards steward NOUN crl-24914 166 9 must must AUX crl-24914 166 10 be be AUX crl-24914 166 11 balanced balance VERB crl-24914 166 12 in in ADP crl-24914 166 13 such such DET crl-24914 166 14 a a DET crl-24914 166 15 way way NOUN crl-24914 166 16 that that PRON crl-24914 166 17 the the DET crl-24914 166 18 responsibility responsibility NOUN crl-24914 166 19 of of ADP crl-24914 166 20 the the DET crl-24914 166 21 research research NOUN crl-24914 166 22 data data NOUN crl-24914 166 23 is be AUX crl-24914 166 24 not not PART crl-24914 166 25 completely completely ADV crl-24914 166 26 transferred transfer VERB crl-24914 166 27 away away ADV crl-24914 166 28 from from ADP crl-24914 166 29 the the DET crl-24914 166 30 researchers researcher NOUN crl-24914 166 31 : : PUNCT crl-24914 166 32 you you PRON crl-24914 166 33 hope hope VERB crl-24914 166 34 that that SCONJ crl-24914 166 35 data data NOUN crl-24914 166 36 management management NOUN crl-24914 166 37 should should AUX crl-24914 166 38 become become AUX crl-24914 166 39 embedded embed VERB crl-24914 166 40 in in ADP crl-24914 166 41 normal normal ADJ crl-24914 166 42 research research NOUN crl-24914 166 43 practice practice NOUN crl-24914 166 44 , , PUNCT crl-24914 166 45 for for ADP crl-24914 166 46 much much ADJ crl-24914 166 47 of of ADP crl-24914 166 48 this this PRON crl-24914 166 49 can can AUX crl-24914 166 50 , , PUNCT crl-24914 166 51 with with ADP crl-24914 166 52 fairly fairly ADV crl-24914 166 53 simple simple ADJ crl-24914 166 54 means mean NOUN crl-24914 166 55 , , PUNCT crl-24914 166 56 become become VERB crl-24914 166 57 part part NOUN crl-24914 166 58 of of ADP crl-24914 166 59 existing exist VERB crl-24914 166 60 routines routine NOUN crl-24914 166 61 . . PUNCT crl-24914 166 62 … … PUNCT crl-24914 166 63 because because SCONJ crl-24914 166 64 the the DET crl-24914 166 65 problem problem NOUN crl-24914 166 66 , , PUNCT crl-24914 166 67 if if SCONJ crl-24914 166 68 you you PRON crl-24914 166 69 get get VERB crl-24914 166 70 a a DET crl-24914 166 71 data data NOUN crl-24914 166 72 manager manager NOUN crl-24914 166 73 in in ADP crl-24914 166 74 the the DET crl-24914 166 75 group group NOUN crl-24914 166 76 , , PUNCT crl-24914 166 77 is be AUX crl-24914 166 78 that that SCONJ crl-24914 166 79 the the DET crl-24914 166 80 others other NOUN crl-24914 166 81 might might AUX crl-24914 166 82 not not PART crl-24914 166 83 take take VERB crl-24914 166 84 as as ADV crl-24914 166 85 much much ADJ crl-24914 166 86 responsibility responsibility NOUN crl-24914 166 87 for for ADP crl-24914 166 88 the the DET crl-24914 166 89 data data NOUN crl-24914 166 90 management management NOUN crl-24914 166 91 . . PUNCT crl-24914 167 1 ( ( PUNCT crl-24914 167 2 lm2 lm2 PROPN crl-24914 167 3 ) ) PUNCT crl-24914 167 4 the the DET crl-24914 167 5 interviewed interview VERB crl-24914 167 6 researchers researcher NOUN crl-24914 167 7 shared share VERB crl-24914 167 8 the the DET crl-24914 167 9 concern concern NOUN crl-24914 167 10 of of ADP crl-24914 167 11 lm lm PROPN crl-24914 167 12 . . PUNCT crl-24914 167 13 a a DET crl-24914 167 14 data datum NOUN crl-24914 167 15 steward steward NOUN crl-24914 167 16 must must AUX crl-24914 167 17 provide provide VERB crl-24914 167 18 support support NOUN crl-24914 167 19 without without ADP crl-24914 167 20 creating create VERB crl-24914 167 21 an an DET crl-24914 167 22 excuse excuse NOUN crl-24914 167 23 to to PART crl-24914 167 24 transfer transfer VERB crl-24914 167 25 the the DET crl-24914 167 26 responsibility responsibility NOUN crl-24914 167 27 from from ADP crl-24914 167 28 the the DET crl-24914 167 29 researchers researcher NOUN crl-24914 167 30 ; ; PUNCT crl-24914 167 31 when when SCONJ crl-24914 167 32 data datum NOUN crl-24914 167 33 are be AUX crl-24914 167 34 deposited deposit VERB crl-24914 167 35 in in ADP crl-24914 167 36 an an DET crl-24914 167 37 archive archive NOUN crl-24914 167 38 , , PUNCT crl-24914 167 39 a a DET crl-24914 167 40 transfer transfer NOUN crl-24914 167 41 of of ADP crl-24914 167 42 responsibility responsibility NOUN crl-24914 167 43 can can AUX crl-24914 167 44 take take VERB crl-24914 167 45 place place NOUN crl-24914 167 46 : : PUNCT crl-24914 167 47 342 342 NUM crl-24914 167 48 college college PROPN crl-24914 167 49 & & CCONJ crl-24914 167 50 research research PROPN crl-24914 167 51 libraries library NOUN crl-24914 167 52 may may AUX crl-24914 167 53 2021 2021 NUM crl-24914 167 54 the the DET crl-24914 167 55 researchers researcher NOUN crl-24914 167 56 themselves themselves PRON crl-24914 167 57 must must AUX crl-24914 167 58 be be AUX crl-24914 167 59 responsible responsible ADJ crl-24914 167 60 … … PUNCT crl-24914 167 61 i i PRON crl-24914 167 62 realize realize VERB crl-24914 167 63 this this PRON crl-24914 167 64 myself myself PRON crl-24914 167 65 in in ADP crl-24914 167 66 part part NOUN crl-24914 167 67 of of ADP crl-24914 167 68 these these DET crl-24914 167 69 discussions discussion NOUN crl-24914 167 70 , , PUNCT crl-24914 167 71 that that SCONJ crl-24914 167 72 one one PRON crl-24914 167 73 thinks think VERB crl-24914 167 74 ´ ´ INTJ crl-24914 167 75 yes yes INTJ crl-24914 167 76 , , PUNCT crl-24914 167 77 we we PRON crl-24914 167 78 create create VERB crl-24914 167 79 this this DET crl-24914 167 80 role role NOUN crl-24914 167 81 , , PUNCT crl-24914 167 82 and and CCONJ crl-24914 167 83 then then ADV crl-24914 167 84 everything everything PRON crl-24914 167 85 is be AUX crl-24914 167 86 solved solve VERB crl-24914 167 87 , , PUNCT crl-24914 168 1 ´ ´ PROPN crl-24914 169 1 but but CCONJ crl-24914 169 2 it it PRON crl-24914 169 3 is be AUX crl-24914 169 4 not not PART crl-24914 169 5 at at ADV crl-24914 169 6 all all ADV crl-24914 169 7 in in ADP crl-24914 169 8 that that DET crl-24914 169 9 way way NOUN crl-24914 169 10 . . PUNCT crl-24914 170 1 because because SCONJ crl-24914 170 2 the the DET crl-24914 170 3 researcher researcher NOUN crl-24914 170 4 sits sit VERB crl-24914 170 5 with with ADP crl-24914 170 6 the the DET crl-24914 170 7 data datum NOUN crl-24914 170 8 set set VERB crl-24914 170 9 and and CCONJ crl-24914 170 10 needs need VERB crl-24914 170 11 to to PART crl-24914 170 12 make make VERB crl-24914 170 13 sure sure ADJ crl-24914 170 14 this this PRON crl-24914 170 15 is be AUX crl-24914 170 16 in in ADP crl-24914 170 17 order order NOUN crl-24914 170 18 , , PUNCT crl-24914 170 19 and and CCONJ crl-24914 170 20 then then ADV crl-24914 170 21 you you PRON crl-24914 170 22 need need VERB crl-24914 170 23 a a DET crl-24914 170 24 curation curation NOUN crl-24914 170 25 function function NOUN crl-24914 170 26 , , PUNCT crl-24914 170 27 but but CCONJ crl-24914 170 28 that that PRON crl-24914 170 29 again again ADV crl-24914 170 30 depends depend VERB crl-24914 170 31 on on ADP crl-24914 170 32 the the DET crl-24914 170 33 data datum NOUN crl-24914 170 34 set set VERB crl-24914 170 35 and and CCONJ crl-24914 170 36 where where SCONJ crl-24914 170 37 you you PRON crl-24914 170 38 are be AUX crl-24914 170 39 in in ADP crl-24914 170 40 your your PRON crl-24914 170 41 research research NOUN crl-24914 170 42 process process NOUN crl-24914 170 43 . . PUNCT crl-24914 170 44 … … PUNCT crl-24914 170 45 but but CCONJ crl-24914 170 46 from from ADP crl-24914 170 47 the the DET crl-24914 170 48 moment moment NOUN crl-24914 170 49 we we PRON crl-24914 170 50 have have VERB crl-24914 170 51 a a DET crl-24914 170 52 publication publication NOUN crl-24914 170 53 , , PUNCT crl-24914 170 54 with with ADP crl-24914 170 55 a a DET crl-24914 170 56 corresponding correspond VERB crl-24914 170 57 data data NOUN crl-24914 170 58 set set NOUN crl-24914 170 59 , , PUNCT crl-24914 170 60 made make VERB crl-24914 170 61 available available ADJ crl-24914 170 62 , , PUNCT crl-24914 170 63 then then ADV crl-24914 170 64 the the DET crl-24914 170 65 data datum NOUN crl-24914 170 66 set set VERB crl-24914 170 67 will will AUX crl-24914 170 68 still still ADV crl-24914 170 69 need need VERB crl-24914 170 70 curation curation NOUN crl-24914 170 71 , , PUNCT crl-24914 170 72 but but CCONJ crl-24914 170 73 then then ADV crl-24914 170 74 you you PRON crl-24914 170 75 are be AUX crl-24914 170 76 more more ADJ crl-24914 170 77 on on ADP crl-24914 170 78 the the DET crl-24914 170 79 library library NOUN crl-24914 170 80 side side NOUN crl-24914 170 81 . . PUNCT crl-24914 171 1 first first ADV crl-24914 171 2 the the DET crl-24914 171 3 researcher researcher NOUN crl-24914 171 4 needs need VERB crl-24914 171 5 to to PART crl-24914 171 6 sign sign VERB crl-24914 171 7 off off ADP crl-24914 171 8 the the DET crl-24914 171 9 responsibility responsibility NOUN crl-24914 171 10 , , PUNCT crl-24914 171 11 and and CCONJ crl-24914 171 12 then then ADV crl-24914 171 13 others other NOUN crl-24914 171 14 take take VERB crl-24914 171 15 it it PRON crl-24914 171 16 on on ADP crl-24914 171 17 . . PUNCT crl-24914 172 1 ( ( PUNCT crl-24914 172 2 rga2 rga2 PROPN crl-24914 172 3 ) ) PUNCT crl-24914 172 4 another another DET crl-24914 172 5 option option NOUN crl-24914 172 6 proposed propose VERB crl-24914 172 7 by by ADP crl-24914 172 8 riz riz PROPN crl-24914 172 9 is be AUX crl-24914 172 10 not not PART crl-24914 172 11 to to PART crl-24914 172 12 create create VERB crl-24914 172 13 data data NOUN crl-24914 172 14 stewardship stewardship NOUN crl-24914 172 15 positions position NOUN crl-24914 172 16 , , PUNCT crl-24914 172 17 but but CCONJ crl-24914 172 18 to to PART crl-24914 172 19 distribute distribute VERB crl-24914 172 20 responsibility responsibility NOUN crl-24914 172 21 among among ADP crl-24914 172 22 existing exist VERB crl-24914 172 23 researchers researcher NOUN crl-24914 172 24 in in ADP crl-24914 172 25 a a DET crl-24914 172 26 group group NOUN crl-24914 172 27 : : PUNCT crl-24914 172 28 i i PRON crl-24914 172 29 would would AUX crl-24914 172 30 say say VERB crl-24914 172 31 that that SCONJ crl-24914 172 32 the the DET crl-24914 172 33 competency competency NOUN crl-24914 172 34 should should AUX crl-24914 172 35 be be AUX crl-24914 172 36 in in ADP crl-24914 172 37 the the DET crl-24914 172 38 group group NOUN crl-24914 172 39 , , PUNCT crl-24914 172 40 and and CCONJ crl-24914 172 41 not not PART crl-24914 172 42 in in ADP crl-24914 172 43 an an DET crl-24914 172 44 extra extra ADJ crl-24914 172 45 position position NOUN crl-24914 172 46 ; ; PUNCT crl-24914 172 47 i i PRON crl-24914 172 48 believe believe VERB crl-24914 172 49 there there PRON crl-24914 172 50 are be VERB crl-24914 172 51 other other ADJ crl-24914 172 52 positions position NOUN crl-24914 172 53 more more ADV crl-24914 172 54 important important ADJ crl-24914 172 55 to to PART crl-24914 172 56 prioritize prioritize VERB crl-24914 172 57 , , PUNCT crl-24914 172 58 so so ADV crl-24914 172 59 i i PRON crl-24914 172 60 guess guess VERB crl-24914 172 61 i i PRON crl-24914 172 62 am be AUX crl-24914 172 63 against against ADP crl-24914 172 64 all all DET crl-24914 172 65 these these PRON crl-24914 172 66 , , PUNCT crl-24914 172 67 but but CCONJ crl-24914 172 68 the the DET crl-24914 172 69 nearer near ADV crl-24914 172 70 the the PRON crl-24914 172 71 better well ADJ crl-24914 172 72 . . PUNCT crl-24914 173 1 ( ( PUNCT crl-24914 173 2 riz2 riz2 NOUN crl-24914 173 3 ) ) PUNCT crl-24914 173 4 rga rga NOUN crl-24914 173 5 and and CCONJ crl-24914 173 6 riz riz VERB crl-24914 173 7 work work NOUN crl-24914 173 8 in in ADP crl-24914 173 9 extremely extremely ADV crl-24914 173 10 different different ADJ crl-24914 173 11 research research NOUN crl-24914 173 12 environments environment NOUN crl-24914 173 13 : : PUNCT crl-24914 173 14 while while SCONJ crl-24914 173 15 rga rga NOUN crl-24914 173 16 works work VERB crl-24914 173 17 in in ADP crl-24914 173 18 a a DET crl-24914 173 19 collaborative collaborative ADJ crl-24914 173 20 and and CCONJ crl-24914 173 21 data data NOUN crl-24914 173 22 - - PUNCT crl-24914 173 23 intensive intensive ADJ crl-24914 173 24 environment environment NOUN crl-24914 173 25 , , PUNCT crl-24914 173 26 which which PRON crl-24914 173 27 employs employ VERB crl-24914 173 28 its its PRON crl-24914 173 29 own own ADJ crl-24914 173 30 data data NOUN crl-24914 173 31 managers manager NOUN crl-24914 173 32 , , PUNCT crl-24914 173 33 riz riz PROPN crl-24914 173 34 is be AUX crl-24914 173 35 a a DET crl-24914 173 36 theorist theorist NOUN crl-24914 173 37 and and CCONJ crl-24914 173 38 collaborates collaborate VERB crl-24914 173 39 with with ADP crl-24914 173 40 other other ADJ crl-24914 173 41 researchers researcher NOUN crl-24914 173 42 on on ADP crl-24914 173 43 publications publication NOUN crl-24914 173 44 . . PUNCT crl-24914 174 1 riz riz PROPN crl-24914 174 2 ’s ’s PART crl-24914 174 3 point point NOUN crl-24914 174 4 of of ADP crl-24914 174 5 assigning assign VERB crl-24914 174 6 responsibility responsibility NOUN crl-24914 174 7 for for ADP crl-24914 174 8 ensuring ensure VERB crl-24914 174 9 data data NOUN crl-24914 174 10 quality quality NOUN crl-24914 174 11 to to ADP crl-24914 174 12 the the DET crl-24914 174 13 researcher researcher NOUN crl-24914 174 14 is be AUX crl-24914 174 15 representative representative ADJ crl-24914 174 16 of of ADP crl-24914 174 17 the the DET crl-24914 174 18 view view NOUN crl-24914 174 19 of of ADP crl-24914 174 20 many many ADJ crl-24914 174 21 researchers researcher NOUN crl-24914 174 22 , , PUNCT crl-24914 174 23 in in ADP crl-24914 174 24 particular particular ADJ crl-24914 174 25 those those PRON crl-24914 174 26 working work VERB crl-24914 174 27 independently independently ADV crl-24914 174 28 . . PUNCT crl-24914 175 1 she she PRON crl-24914 175 2 argued argue VERB crl-24914 175 3 that that SCONJ crl-24914 175 4 the the DET crl-24914 175 5 quality quality NOUN crl-24914 175 6 of of ADP crl-24914 175 7 your your PRON crl-24914 175 8 data data NOUN crl-24914 175 9 is be AUX crl-24914 175 10 the the DET crl-24914 175 11 quality quality NOUN crl-24914 175 12 of of ADP crl-24914 175 13 your your PRON crl-24914 175 14 research research NOUN crl-24914 175 15 , , PUNCT crl-24914 175 16 and and CCONJ crl-24914 175 17 your your PRON crl-24914 175 18 responsibility responsibility NOUN crl-24914 175 19 as as ADP crl-24914 175 20 a a DET crl-24914 175 21 researcher researcher NOUN crl-24914 175 22 . . PUNCT crl-24914 176 1 fifteen fifteen NUM crl-24914 176 2 participants participant NOUN crl-24914 176 3 listed list VERB crl-24914 176 4 different different ADJ crl-24914 176 5 skills skill NOUN crl-24914 176 6 as as ADP crl-24914 176 7 being be AUX crl-24914 176 8 necessary necessary ADJ crl-24914 176 9 for for ADP crl-24914 176 10 data data NOUN crl-24914 176 11 stewardship stewardship NOUN crl-24914 176 12 ; ; PUNCT crl-24914 176 13 some some DET crl-24914 176 14 skills skill NOUN crl-24914 176 15 were be AUX crl-24914 176 16 mentioned mention VERB crl-24914 176 17 several several ADJ crl-24914 176 18 times time NOUN crl-24914 176 19 . . PUNCT crl-24914 177 1 the the DET crl-24914 177 2 skills skill NOUN crl-24914 177 3 mentioned mention VERB crl-24914 177 4 are be AUX crl-24914 177 5 analyzed analyze VERB crl-24914 177 6 and and CCONJ crl-24914 177 7 grouped group VERB crl-24914 177 8 in in ADP crl-24914 177 9 table table NOUN crl-24914 177 10 2 2 NUM crl-24914 177 11 . . NUM crl-24914 177 12 different different ADJ crl-24914 177 13 labels label NOUN crl-24914 177 14 , , PUNCT crl-24914 177 15 such such ADJ crl-24914 177 16 as as ADP crl-24914 177 17 personal personal ADJ crl-24914 177 18 skills skill NOUN crl-24914 177 19 , , PUNCT crl-24914 177 20 general general ADJ crl-24914 177 21 skills skill NOUN crl-24914 177 22 , , PUNCT crl-24914 177 23 research research NOUN crl-24914 177 24 skills skill NOUN crl-24914 177 25 , , PUNCT crl-24914 177 26 knowledge knowledge NOUN crl-24914 177 27 of of ADP crl-24914 177 28 law law NOUN crl-24914 177 29 and and CCONJ crl-24914 177 30 policy policy NOUN crl-24914 177 31 , , PUNCT crl-24914 177 32 technical technical ADJ crl-24914 177 33 skills skill NOUN crl-24914 177 34 , , PUNCT crl-24914 177 35 and and CCONJ crl-24914 177 36 archiving archiving ADJ crl-24914 177 37 skills skill NOUN crl-24914 177 38 , , PUNCT crl-24914 177 39 differentiate differentiate VERB crl-24914 177 40 the the DET crl-24914 177 41 variety variety NOUN crl-24914 177 42 of of ADP crl-24914 177 43 skills skill NOUN crl-24914 177 44 listed list VERB crl-24914 177 45 . . PUNCT crl-24914 178 1 the the DET crl-24914 178 2 label label NOUN crl-24914 178 3 “ " PUNCT crl-24914 178 4 general general ADJ crl-24914 178 5 skills skill NOUN crl-24914 178 6 ” " PUNCT crl-24914 178 7 is be AUX crl-24914 178 8 used use VERB crl-24914 178 9 for for ADP crl-24914 178 10 skills skill NOUN crl-24914 178 11 that that PRON crl-24914 178 12 are be AUX crl-24914 178 13 found find VERB crl-24914 178 14 to to PART crl-24914 178 15 apply apply VERB crl-24914 178 16 to to ADP crl-24914 178 17 more more ADJ crl-24914 178 18 than than ADP crl-24914 178 19 one one NUM crl-24914 178 20 of of ADP crl-24914 178 21 the the DET crl-24914 178 22 other other ADJ crl-24914 178 23 categories category NOUN crl-24914 178 24 . . PUNCT crl-24914 179 1 knowledge knowledge NOUN crl-24914 179 2 of of ADP crl-24914 179 3 metadata metadata PROPN crl-24914 179 4 are be AUX crl-24914 179 5 most most ADV crl-24914 179 6 commonly commonly ADV crl-24914 179 7 mentioned mention VERB crl-24914 179 8 . . PUNCT crl-24914 180 1 however however ADV crl-24914 180 2 , , PUNCT crl-24914 180 3 none none NOUN crl-24914 180 4 of of ADP crl-24914 180 5 the the DET crl-24914 180 6 researchers researcher NOUN crl-24914 180 7 mentioned mention VERB crl-24914 180 8 metadata metadata PROPN crl-24914 180 9 explicitly explicitly ADV crl-24914 180 10 . . PUNCT crl-24914 181 1 there there PRON crl-24914 181 2 is be VERB crl-24914 181 3 one one NUM crl-24914 181 4 mention mention NOUN crl-24914 181 5 of of ADP crl-24914 181 6 “ " PUNCT crl-24914 181 7 data datum NOUN crl-24914 181 8 management management NOUN crl-24914 181 9 and and CCONJ crl-24914 181 10 storage storage NOUN crl-24914 181 11 for for ADP crl-24914 181 12 further further ADJ crl-24914 181 13 use use NOUN crl-24914 181 14 , , PUNCT crl-24914 181 15 ” " PUNCT crl-24914 181 16 while while SCONJ crl-24914 181 17 another another PRON crl-24914 181 18 writes write VERB crl-24914 181 19 about about ADP crl-24914 181 20 “ " PUNCT crl-24914 181 21 coding coding ADJ crl-24914 181 22 , , PUNCT crl-24914 181 23 systematization systematization NOUN crl-24914 181 24 and and CCONJ crl-24914 181 25 law law NOUN crl-24914 181 26 ” " PUNCT crl-24914 181 27 ; ; PUNCT crl-24914 181 28 this this PRON crl-24914 181 29 is be AUX crl-24914 181 30 the the DET crl-24914 181 31 response response NOUN crl-24914 181 32 that that PRON crl-24914 181 33 best good ADJ crl-24914 181 34 reflects reflect VERB crl-24914 181 35 the the DET crl-24914 181 36 feedback feedback NOUN crl-24914 181 37 from from ADP crl-24914 181 38 the the DET crl-24914 181 39 researchers researcher NOUN crl-24914 181 40 , , PUNCT crl-24914 181 41 along along ADP crl-24914 181 42 with with ADP crl-24914 181 43 responses response NOUN crl-24914 181 44 that that PRON crl-24914 181 45 emphasize emphasize VERB crl-24914 181 46 personal personal ADJ crl-24914 181 47 skills skill NOUN crl-24914 181 48 , , PUNCT crl-24914 181 49 such such ADJ crl-24914 181 50 as as ADP crl-24914 181 51 creativity creativity NOUN crl-24914 181 52 , , PUNCT crl-24914 181 53 punctuality punctuality NOUN crl-24914 181 54 , , PUNCT crl-24914 181 55 and and CCONJ crl-24914 181 56 good good ADJ crl-24914 181 57 communication communication NOUN crl-24914 181 58 skills skill NOUN crl-24914 181 59 . . PUNCT crl-24914 182 1 the the DET crl-24914 182 2 personas personas PROPN crl-24914 182 3 based base VERB crl-24914 182 4 on on ADP crl-24914 182 5 the the DET crl-24914 182 6 analyses analysis NOUN crl-24914 182 7 , , PUNCT crl-24914 182 8 the the DET crl-24914 182 9 placement placement NOUN crl-24914 182 10 of of ADP crl-24914 182 11 a a DET crl-24914 182 12 support support NOUN crl-24914 182 13 service service NOUN crl-24914 182 14 in in ADP crl-24914 182 15 the the DET crl-24914 182 16 right right ADJ crl-24914 182 17 context context NOUN crl-24914 182 18 , , PUNCT crl-24914 182 19 with with ADP crl-24914 182 20 appropriate appropriate ADJ crl-24914 182 21 channels channel NOUN crl-24914 182 22 of of ADP crl-24914 182 23 communication communication NOUN crl-24914 182 24 and and CCONJ crl-24914 182 25 collaboration collaboration NOUN crl-24914 182 26 , , PUNCT crl-24914 182 27 appears appear VERB crl-24914 182 28 to to PART crl-24914 182 29 be be AUX crl-24914 182 30 one one NUM crl-24914 182 31 of of ADP crl-24914 182 32 the the DET crl-24914 182 33 major major ADJ crl-24914 182 34 challenges challenge NOUN crl-24914 182 35 of of ADP crl-24914 182 36 delivering deliver VERB crl-24914 182 37 appropriate appropriate ADJ crl-24914 182 38 services service NOUN crl-24914 182 39 . . PUNCT crl-24914 183 1 as as ADP crl-24914 183 2 a a DET crl-24914 183 3 workplace workplace NOUN crl-24914 183 4 for for ADP crl-24914 183 5 two two NUM crl-24914 183 6 of of ADP crl-24914 183 7 the the DET crl-24914 183 8 data datum NOUN crl-24914 183 9 steward steward ADP crl-24914 183 10 personas personas PROPN crl-24914 183 11 , , PUNCT crl-24914 183 12 the the DET crl-24914 183 13 research research NOUN crl-24914 183 14 data data PROPN crl-24914 183 15 service service NOUN crl-24914 183 16 center center NOUN crl-24914 183 17 ( ( PUNCT crl-24914 183 18 rdsc rdsc NOUN crl-24914 183 19 ) ) PUNCT crl-24914 183 20 has have AUX crl-24914 183 21 been be AUX crl-24914 183 22 developed develop VERB crl-24914 183 23 . . PUNCT crl-24914 184 1 the the DET crl-24914 184 2 rdsc rdsc NOUN crl-24914 184 3 draws draw VERB crl-24914 184 4 on on ADP crl-24914 184 5 inspiration inspiration NOUN crl-24914 184 6 from from ADP crl-24914 184 7 the the DET crl-24914 184 8 development development NOUN crl-24914 184 9 of of ADP crl-24914 184 10 digital digital ADJ crl-24914 184 11 scholarship scholarship NOUN crl-24914 184 12 centers center NOUN crl-24914 184 13 , , PUNCT crl-24914 184 14 but but CCONJ crl-24914 184 15 with with ADP crl-24914 184 16 a a DET crl-24914 184 17 multidisciplinary multidisciplinary ADJ crl-24914 184 18 approach approach NOUN crl-24914 184 19 and and CCONJ crl-24914 184 20 with with ADP crl-24914 184 21 the the DET crl-24914 184 22 emphasis emphasis NOUN crl-24914 184 23 on on ADP crl-24914 184 24 strengthening strengthen VERB crl-24914 184 25 collaboration collaboration NOUN crl-24914 184 26 between between ADP crl-24914 184 27 the the DET crl-24914 184 28 different different ADJ crl-24914 184 29 research research NOUN crl-24914 184 30 support support NOUN crl-24914 184 31 services service NOUN crl-24914 184 32 within within ADP crl-24914 184 33 a a DET crl-24914 184 34 university university NOUN crl-24914 184 35 . . PUNCT crl-24914 185 1 several several ADJ crl-24914 185 2 participants participant NOUN crl-24914 185 3 requested request VERB crl-24914 185 4 better well ADJ crl-24914 185 5 collaboration collaboration NOUN crl-24914 185 6 to to PART crl-24914 185 7 provide provide VERB crl-24914 185 8 better well ADJ crl-24914 185 9 data datum NOUN crl-24914 185 10 management management NOUN crl-24914 185 11 support support NOUN crl-24914 185 12 ; ; PUNCT crl-24914 185 13 the the DET crl-24914 185 14 suggested suggest VERB crl-24914 185 15 rdsc rdsc NOUN crl-24914 185 16 is be AUX crl-24914 185 17 one one NUM crl-24914 185 18 response response NOUN crl-24914 185 19 to to ADP crl-24914 185 20 this this PRON crl-24914 185 21 . . PUNCT crl-24914 186 1 in in ADP crl-24914 186 2 the the DET crl-24914 186 3 rdsc rdsc NOUN crl-24914 186 4 , , PUNCT crl-24914 186 5 the the DET crl-24914 186 6 library library NOUN crl-24914 186 7 , , PUNCT crl-24914 186 8 it it PRON crl-24914 186 9 , , PUNCT crl-24914 186 10 and and CCONJ crl-24914 186 11 the the DET crl-24914 186 12 research research NOUN crl-24914 186 13 administration administration NOUN crl-24914 186 14 are be AUX crl-24914 186 15 aligned align VERB crl-24914 186 16 in in ADP crl-24914 186 17 a a DET crl-24914 186 18 partnership partnership NOUN crl-24914 186 19 for for ADP crl-24914 186 20 coordinated coordinated ADJ crl-24914 186 21 research research NOUN crl-24914 186 22 data datum NOUN crl-24914 186 23 support support NOUN crl-24914 186 24 . . PUNCT crl-24914 187 1 further far ADV crl-24914 187 2 , , PUNCT crl-24914 187 3 three three NUM crl-24914 187 4 different different ADJ crl-24914 187 5 data datum NOUN crl-24914 187 6 steward steward NOUN crl-24914 187 7 personas personas AUX crl-24914 187 8 filling fill VERB crl-24914 187 9 different different ADJ crl-24914 187 10 roles role NOUN crl-24914 187 11 and and CCONJ crl-24914 187 12 levels level NOUN crl-24914 187 13 of of ADP crl-24914 187 14 support support NOUN crl-24914 187 15 are be AUX crl-24914 187 16 presented present VERB crl-24914 187 17 : : PUNCT crl-24914 187 18 the the DET crl-24914 187 19 rdm rdm PROPN crl-24914 187 20 service service NOUN crl-24914 187 21 coordinator coordinator NOUN crl-24914 187 22 , , PUNCT crl-24914 187 23 the the DET crl-24914 187 24 data data NOUN crl-24914 187 25 curator curator NOUN crl-24914 187 26 , , PUNCT crl-24914 187 27 and and CCONJ crl-24914 187 28 the the PRON crl-24914 187 29 using use VERB crl-24914 187 30 personas persona NOUN crl-24914 187 31 to to PART crl-24914 187 32 visualize visualize VERB crl-24914 187 33 the the DET crl-24914 187 34 need need NOUN crl-24914 187 35 for for ADP crl-24914 187 36 data datum NOUN crl-24914 187 37 stewardship stewardship NOUN crl-24914 187 38 343 343 NUM crl-24914 187 39 table table NOUN crl-24914 187 40 2 2 NUM crl-24914 187 41 data datum NOUN crl-24914 187 42 stewardship stewardship NOUN crl-24914 187 43 skills skill NOUN crl-24914 187 44 ( ( PUNCT crl-24914 187 45 times time NOUN crl-24914 187 46 mentioned mention VERB crl-24914 187 47 in in ADP crl-24914 187 48 parentheses parenthesis NOUN crl-24914 187 49 ) ) PUNCT crl-24914 187 50 personal personal ADJ crl-24914 187 51 skills skill NOUN crl-24914 187 52 : : PUNCT crl-24914 187 53 general general ADJ crl-24914 187 54 skills skill NOUN crl-24914 187 55 : : PUNCT crl-24914 187 56 research research NOUN crl-24914 187 57 skills skill NOUN crl-24914 187 58 : : PUNCT crl-24914 187 59 law law NOUN crl-24914 187 60 and and CCONJ crl-24914 187 61 policy policy NOUN crl-24914 187 62 : : PUNCT crl-24914 187 63 technical technical ADJ crl-24914 187 64 skills skill NOUN crl-24914 187 65 : : PUNCT crl-24914 187 66 archiving archive VERB crl-24914 187 67 skills skill NOUN crl-24914 187 68 : : PUNCT crl-24914 187 69 structured structured ADJ crl-24914 187 70 and and CCONJ crl-24914 187 71 organized organize VERB crl-24914 187 72 ( ( PUNCT crl-24914 187 73 4 4 NUM crl-24914 187 74 ) ) PUNCT crl-24914 187 75 knowledge knowledge NOUN crl-24914 187 76 of of ADP crl-24914 187 77 research research NOUN crl-24914 187 78 ( ( PUNCT crl-24914 187 79 4 4 NUM crl-24914 187 80 ) ) PUNCT crl-24914 187 81 knowledge knowledge NOUN crl-24914 187 82 of of ADP crl-24914 187 83 disciplinespecific disciplinespecific ADJ crl-24914 187 84 terminology terminology NOUN crl-24914 187 85 ( ( PUNCT crl-24914 187 86 2 2 NUM crl-24914 187 87 ) ) PUNCT crl-24914 187 88 understanding understanding NOUN crl-24914 187 89 and and CCONJ crl-24914 187 90 interpretation interpretation NOUN crl-24914 187 91 of of ADP crl-24914 187 92 policies policy NOUN crl-24914 187 93 ( ( PUNCT crl-24914 187 94 3 3 NUM crl-24914 187 95 ) ) PUNCT crl-24914 187 96 programming programming NOUN crl-24914 187 97 , , PUNCT crl-24914 187 98 coding coding NOUN crl-24914 187 99 , , PUNCT crl-24914 187 100 scripting scripting NOUN crl-24914 187 101 ( ( PUNCT crl-24914 187 102 4 4 NUM crl-24914 187 103 ) ) PUNCT crl-24914 187 104 metadata metadata NOUN crl-24914 187 105 related relate VERB crl-24914 187 106 ( ( PUNCT crl-24914 187 107 6 6 NUM crl-24914 187 108 ) ) PUNCT crl-24914 187 109 ( ( PUNCT crl-24914 187 110 hereunder hereunder NOUN crl-24914 187 111 : : PUNCT crl-24914 187 112 metadata metadata PROPN crl-24914 187 113 demands demand NOUN crl-24914 187 114 , , PUNCT crl-24914 187 115 standards standard NOUN crl-24914 187 116 , , PUNCT crl-24914 187 117 documentation documentation NOUN crl-24914 187 118 , , PUNCT crl-24914 187 119 descriptive descriptive ADJ crl-24914 187 120 metadata metadata PROPN crl-24914 187 121 ) ) PUNCT crl-24914 187 122 accurate accurate ADJ crl-24914 187 123 ( ( PUNCT crl-24914 187 124 5 5 NUM crl-24914 187 125 ) ) PUNCT crl-24914 187 126 research research NOUN crl-24914 187 127 ethics ethic NOUN crl-24914 187 128 ( ( PUNCT crl-24914 187 129 3 3 NUM crl-24914 187 130 ) ) PUNCT crl-24914 187 131 ability ability NOUN crl-24914 187 132 to to PART crl-24914 187 133 understand understand VERB crl-24914 187 134 disciplinespecific disciplinespecific ADJ crl-24914 187 135 needs need NOUN crl-24914 187 136 ( ( PUNCT crl-24914 187 137 1 1 X crl-24914 187 138 ) ) PUNCT crl-24914 187 139 knowledge knowledge NOUN crl-24914 187 140 of of ADP crl-24914 187 141 law law NOUN crl-24914 187 142 and and CCONJ crl-24914 187 143 juridical juridical ADJ crl-24914 187 144 aspects aspect NOUN crl-24914 187 145 ( ( PUNCT crl-24914 187 146 2 2 NUM crl-24914 187 147 ) ) PUNCT crl-24914 187 148 technical technical ADJ crl-24914 187 149 aspect aspect NOUN crl-24914 187 150 of of ADP crl-24914 187 151 data data NOUN crl-24914 187 152 management management NOUN crl-24914 187 153 ( ( PUNCT crl-24914 187 154 1 1 NUM crl-24914 187 155 ) ) PUNCT crl-24914 187 156 familiarity familiarity NOUN crl-24914 187 157 with with ADP crl-24914 187 158 organizing organizing NOUN crl-24914 187 159 and and CCONJ crl-24914 187 160 planning plan VERB crl-24914 187 161 for for ADP crl-24914 187 162 different different ADJ crl-24914 187 163 types type NOUN crl-24914 187 164 of of ADP crl-24914 187 165 research research NOUN crl-24914 187 166 data datum NOUN crl-24914 187 167 ( ( PUNCT crl-24914 187 168 2 2 NUM crl-24914 187 169 ) ) PUNCT crl-24914 187 170 dialog dialog NOUN crl-24914 187 171 with with ADP crl-24914 187 172 end end NOUN crl-24914 187 173 user/ user/ NUM crl-24914 187 174 communication communication NOUN crl-24914 187 175 ( ( PUNCT crl-24914 187 176 2 2 NUM crl-24914 187 177 ) ) PUNCT crl-24914 187 178 knowledge knowledge NOUN crl-24914 187 179 of of ADP crl-24914 187 180 the the DET crl-24914 187 181 fair fair ADJ crl-24914 187 182 * * ADJ crl-24914 187 183 principles principle NOUN crl-24914 187 184 ( ( PUNCT crl-24914 187 185 1 1 NUM crl-24914 187 186 ) ) PUNCT crl-24914 187 187 statistics statistic NOUN crl-24914 187 188 and and CCONJ crl-24914 187 189 methodology methodology NOUN crl-24914 187 190 ( ( PUNCT crl-24914 187 191 1 1 X crl-24914 187 192 ) ) PUNCT crl-24914 187 193 define define VERB crl-24914 187 194 policies policy NOUN crl-24914 187 195 ( ( PUNCT crl-24914 187 196 2 2 NUM crl-24914 187 197 ) ) PUNCT crl-24914 187 198 ability ability NOUN crl-24914 187 199 to to PART crl-24914 187 200 work work VERB crl-24914 187 201 with with ADP crl-24914 187 202 large large ADJ crl-24914 187 203 databases database NOUN crl-24914 187 204 and and CCONJ crl-24914 187 205 lims lim NOUN crl-24914 187 206 ( ( PUNCT crl-24914 187 207 2 2 NUM crl-24914 187 208 ) ) PUNCT crl-24914 187 209 systematization systematization NOUN crl-24914 187 210 ( ( PUNCT crl-24914 187 211 2 2 NUM crl-24914 187 212 ) ) PUNCT crl-24914 187 213 creative creative ADJ crl-24914 187 214 ( ( PUNCT crl-24914 187 215 1 1 NUM crl-24914 187 216 ) ) PUNCT crl-24914 187 217 data datum NOUN crl-24914 187 218 management management NOUN crl-24914 187 219 and and CCONJ crl-24914 187 220 storage storage NOUN crl-24914 187 221 for for ADP crl-24914 187 222 further further ADJ crl-24914 187 223 use use NOUN crl-24914 187 224 ( ( PUNCT crl-24914 187 225 1 1 NUM crl-24914 187 226 ) ) PUNCT crl-24914 187 227 personal personal ADJ crl-24914 187 228 privacy privacy NOUN crl-24914 187 229 ( ( PUNCT crl-24914 187 230 1 1 NUM crl-24914 187 231 ) ) PUNCT crl-24914 187 232 digitization digitization NOUN crl-24914 187 233 ( ( PUNCT crl-24914 187 234 1 1 NUM crl-24914 187 235 ) ) PUNCT crl-24914 187 236 flexible flexible ADJ crl-24914 187 237 ( ( PUNCT crl-24914 187 238 1 1 NUM crl-24914 187 239 ) ) PUNCT crl-24914 187 240 ability ability NOUN crl-24914 187 241 to to PART crl-24914 187 242 work work VERB crl-24914 187 243 with with ADP crl-24914 187 244 guidelines guideline NOUN crl-24914 187 245 and and CCONJ crl-24914 187 246 documentation documentation NOUN crl-24914 187 247 ( ( PUNCT crl-24914 187 248 1 1 NUM crl-24914 187 249 ) ) PUNCT crl-24914 187 250 ip ip NOUN crl-24914 187 251 - - NOUN crl-24914 187 252 law law NOUN crl-24914 187 253 ( ( PUNCT crl-24914 187 254 1 1 X crl-24914 187 255 ) ) PUNCT crl-24914 187 256 user user NOUN crl-24914 187 257 interface interface NOUN crl-24914 187 258 ( ( PUNCT crl-24914 187 259 1 1 X crl-24914 187 260 ) ) PUNCT crl-24914 187 261 search search NOUN crl-24914 187 262 ( ( PUNCT crl-24914 187 263 1 1 NUM crl-24914 187 264 ) ) PUNCT crl-24914 187 265 a a DET crl-24914 187 266 problem problem NOUN crl-24914 187 267 solver solver VERB crl-24914 187 268 able able ADJ crl-24914 187 269 to to PART crl-24914 187 270 think think VERB crl-24914 187 271 outside outside ADV crl-24914 187 272 of of ADP crl-24914 187 273 the the DET crl-24914 187 274 box box NOUN crl-24914 187 275 ( ( PUNCT crl-24914 187 276 1 1 NUM crl-24914 187 277 ) ) PUNCT crl-24914 187 278 familiar familiar ADJ crl-24914 187 279 with with ADP crl-24914 187 280 dmp dmp PROPN crl-24914 187 281 procedures procedure NOUN crl-24914 187 282 ( ( PUNCT crl-24914 187 283 2 2 NUM crl-24914 187 284 ) ) PUNCT crl-24914 187 285 data datum NOUN crl-24914 187 286 transformation transformation NOUN crl-24914 187 287 ( ( PUNCT crl-24914 187 288 1 1 NUM crl-24914 187 289 ) ) PUNCT crl-24914 187 290 data datum NOUN crl-24914 187 291 archives archive NOUN crl-24914 187 292 ( ( PUNCT crl-24914 187 293 1 1 X crl-24914 187 294 ) ) PUNCT crl-24914 187 295 good good ADJ crl-24914 187 296 listener listener NOUN crl-24914 187 297 ( ( PUNCT crl-24914 187 298 1 1 NUM crl-24914 187 299 ) ) PUNCT crl-24914 187 300 archival archival NOUN crl-24914 187 301 standard standard NOUN crl-24914 187 302 for for ADP crl-24914 187 303 curation curation NOUN crl-24914 187 304 and and CCONJ crl-24914 187 305 secure secure ADJ crl-24914 187 306 longterm longterm NOUN crl-24914 187 307 archival archival NOUN crl-24914 187 308 storage storage NOUN crl-24914 187 309 ( ( PUNCT crl-24914 187 310 1 1 NUM crl-24914 187 311 ) ) PUNCT crl-24914 187 312 * * PUNCT crl-24914 187 313 findable findable ADJ crl-24914 187 314 , , PUNCT crl-24914 187 315 accessible accessible ADJ crl-24914 187 316 , , PUNCT crl-24914 187 317 interoperable interoperable ADJ crl-24914 187 318 , , PUNCT crl-24914 187 319 and and CCONJ crl-24914 187 320 reusable reusable ADJ crl-24914 187 321 : : PUNCT crl-24914 187 322 fair fair ADJ crl-24914 187 323 guiding guide VERB crl-24914 187 324 principles principle NOUN crl-24914 187 325 for for ADP crl-24914 187 326 scientific scientific ADJ crl-24914 187 327 data datum NOUN crl-24914 187 328 management management NOUN crl-24914 187 329 and and CCONJ crl-24914 187 330 stewardship stewardship NOUN crl-24914 187 331 . . PUNCT crl-24914 188 1 344 344 NUM crl-24914 188 2 college college PROPN crl-24914 188 3 & & CCONJ crl-24914 188 4 research research PROPN crl-24914 188 5 libraries library NOUN crl-24914 188 6 may may AUX crl-24914 188 7 2021 2021 NUM crl-24914 188 8 data datum NOUN crl-24914 188 9 manager manager NOUN crl-24914 188 10 . . PUNCT crl-24914 189 1 again again ADV crl-24914 189 2 , , PUNCT crl-24914 189 3 it it PRON crl-24914 189 4 is be AUX crl-24914 189 5 necessary necessary ADJ crl-24914 189 6 to to PART crl-24914 189 7 emphasize emphasize VERB crl-24914 189 8 that that SCONJ crl-24914 189 9 personas persona NOUN crl-24914 189 10 are be AUX crl-24914 189 11 fictive fictive ADJ crl-24914 189 12 entities entity NOUN crl-24914 189 13 , , PUNCT crl-24914 189 14 and and CCONJ crl-24914 189 15 real real ADJ crl-24914 189 16 people people NOUN crl-24914 189 17 could could AUX crl-24914 189 18 be be AUX crl-24914 189 19 filling fill VERB crl-24914 189 20 these these DET crl-24914 189 21 roles role NOUN crl-24914 189 22 . . PUNCT crl-24914 190 1 the the DET crl-24914 190 2 number number NOUN crl-24914 190 3 of of ADP crl-24914 190 4 data datum NOUN crl-24914 190 5 stewards steward NOUN crl-24914 190 6 will will AUX crl-24914 190 7 vary vary VERB crl-24914 190 8 depending depend VERB crl-24914 190 9 on on ADP crl-24914 190 10 institution institution NOUN crl-24914 190 11 size size NOUN crl-24914 190 12 . . PUNCT crl-24914 191 1 the the DET crl-24914 191 2 survey survey NOUN crl-24914 191 3 responses response NOUN crl-24914 191 4 gave give VERB crl-24914 191 5 a a DET crl-24914 191 6 mix mix NOUN crl-24914 191 7 of of ADP crl-24914 191 8 male male ADJ crl-24914 191 9 , , PUNCT crl-24914 191 10 female female ADJ crl-24914 191 11 , , PUNCT crl-24914 191 12 and and CCONJ crl-24914 191 13 gender gender NOUN crl-24914 191 14 - - PUNCT crl-24914 191 15 neutral neutral ADJ crl-24914 191 16 names name NOUN crl-24914 191 17 , , PUNCT crl-24914 191 18 and and CCONJ crl-24914 191 19 the the DET crl-24914 191 20 personas persona NOUN crl-24914 191 21 have have AUX crl-24914 191 22 been be AUX crl-24914 191 23 carefully carefully ADV crl-24914 191 24 constructed construct VERB crl-24914 191 25 to to PART crl-24914 191 26 reflect reflect VERB crl-24914 191 27 this this PRON crl-24914 191 28 . . PUNCT crl-24914 192 1 the the DET crl-24914 192 2 author author NOUN crl-24914 192 3 selected select VERB crl-24914 192 4 illustration illustration NOUN crl-24914 192 5 photos photo NOUN crl-24914 192 6 to to PART crl-24914 192 7 give give VERB crl-24914 192 8 the the DET crl-24914 192 9 personas personas PROPN crl-24914 192 10 more more ADJ crl-24914 192 11 of of ADP crl-24914 192 12 an an DET crl-24914 192 13 identity identity NOUN crl-24914 192 14 by by ADP crl-24914 192 15 providing provide VERB crl-24914 192 16 them they PRON crl-24914 192 17 with with ADP crl-24914 192 18 a a DET crl-24914 192 19 face face NOUN crl-24914 192 20 ; ; PUNCT crl-24914 192 21 care care NOUN crl-24914 192 22 has have AUX crl-24914 192 23 been be AUX crl-24914 192 24 taken take VERB crl-24914 192 25 to to PART crl-24914 192 26 avoid avoid VERB crl-24914 192 27 stereotyping stereotype VERB crl-24914 192 28 . . PUNCT crl-24914 193 1 the the DET crl-24914 193 2 names name NOUN crl-24914 193 3 and and CCONJ crl-24914 193 4 photos photo NOUN crl-24914 193 5 were be AUX crl-24914 193 6 presented present VERB crl-24914 193 7 to to ADP crl-24914 193 8 the the DET crl-24914 193 9 participants participant NOUN crl-24914 193 10 in in ADP crl-24914 193 11 the the DET crl-24914 193 12 final final ADJ crl-24914 193 13 interview interview NOUN crl-24914 193 14 ; ; PUNCT crl-24914 193 15 none none NOUN crl-24914 193 16 of of ADP crl-24914 193 17 the the DET crl-24914 193 18 participants participant NOUN crl-24914 193 19 presented present VERB crl-24914 193 20 any any DET crl-24914 193 21 opinions opinion NOUN crl-24914 193 22 on on ADP crl-24914 193 23 either either ADV crl-24914 193 24 , , PUNCT crl-24914 193 25 but but CCONJ crl-24914 193 26 focused focus VERB crl-24914 193 27 on on ADP crl-24914 193 28 the the DET crl-24914 193 29 roles role NOUN crl-24914 193 30 and and CCONJ crl-24914 193 31 skills skill NOUN crl-24914 193 32 embedded embed VERB crl-24914 193 33 in in ADP crl-24914 193 34 each each DET crl-24914 193 35 persona persona NOUN crl-24914 193 36 while while SCONJ crl-24914 193 37 referring refer VERB crl-24914 193 38 to to ADP crl-24914 193 39 each each PRON crl-24914 193 40 with with ADP crl-24914 193 41 the the DET crl-24914 193 42 names name NOUN crl-24914 193 43 . . PUNCT crl-24914 194 1 the the DET crl-24914 194 2 research research NOUN crl-24914 194 3 data data PROPN crl-24914 194 4 service service NOUN crl-24914 194 5 center center NOUN crl-24914 194 6 the the DET crl-24914 194 7 rdsc rdsc NOUN crl-24914 194 8 is be AUX crl-24914 194 9 run run VERB crl-24914 194 10 collaboratively collaboratively ADV crl-24914 194 11 by by ADP crl-24914 194 12 it it PRON crl-24914 194 13 , , PUNCT crl-24914 194 14 the the DET crl-24914 194 15 library library NOUN crl-24914 194 16 , , PUNCT crl-24914 194 17 and and CCONJ crl-24914 194 18 the the DET crl-24914 194 19 research research NOUN crl-24914 194 20 office office NOUN crl-24914 194 21 at at ADP crl-24914 194 22 the the DET crl-24914 194 23 university university NOUN crl-24914 194 24 . . PUNCT crl-24914 195 1 the the DET crl-24914 195 2 rdsc rdsc NOUN crl-24914 195 3 has have AUX crl-24914 195 4 been be AUX crl-24914 195 5 established establish VERB crl-24914 195 6 to to PART crl-24914 195 7 solve solve VERB crl-24914 195 8 issues issue NOUN crl-24914 195 9 of of ADP crl-24914 195 10 rdm rdm NOUN crl-24914 195 11 support support NOUN crl-24914 195 12 and and CCONJ crl-24914 195 13 training training NOUN crl-24914 195 14 but but CCONJ crl-24914 195 15 also also ADV crl-24914 195 16 espouses espouse VERB crl-24914 195 17 other other ADJ crl-24914 195 18 related relate VERB crl-24914 195 19 research research NOUN crl-24914 195 20 skills skill NOUN crl-24914 195 21 , , PUNCT crl-24914 195 22 such such ADJ crl-24914 195 23 as as ADP crl-24914 195 24 data data NOUN crl-24914 195 25 visualization visualization NOUN crl-24914 195 26 , , PUNCT crl-24914 195 27 data datum NOUN crl-24914 195 28 analysis analysis NOUN crl-24914 195 29 software software NOUN crl-24914 195 30 , , PUNCT crl-24914 195 31 and and CCONJ crl-24914 195 32 support support VERB crl-24914 195 33 on on ADP crl-24914 195 34 statistics statistic NOUN crl-24914 195 35 . . PUNCT crl-24914 196 1 the the DET crl-24914 196 2 services service NOUN crl-24914 196 3 they they PRON crl-24914 196 4 offer offer VERB crl-24914 196 5 are be AUX crl-24914 196 6 divided divide VERB crl-24914 196 7 into into ADP crl-24914 196 8 core core NOUN crl-24914 196 9 services service NOUN crl-24914 196 10 provided provide VERB crl-24914 196 11 by by ADP crl-24914 196 12 rdsc rdsc PROPN crl-24914 196 13 staff staff NOUN crl-24914 196 14 and and CCONJ crl-24914 196 15 coordinated coordinated ADJ crl-24914 196 16 services service NOUN crl-24914 196 17 where where SCONJ crl-24914 196 18 the the DET crl-24914 196 19 rdsc rdsc NOUN crl-24914 196 20 is be AUX crl-24914 196 21 the the DET crl-24914 196 22 host host NOUN crl-24914 196 23 for for ADP crl-24914 196 24 related related ADJ crl-24914 196 25 networks network NOUN crl-24914 196 26 and and CCONJ crl-24914 196 27 courses course NOUN crl-24914 196 28 . . PUNCT crl-24914 197 1 rdsc rdsc PROPN crl-24914 197 2 is be AUX crl-24914 197 3 designed design VERB crl-24914 197 4 to to PART crl-24914 197 5 be be AUX crl-24914 197 6 user user NOUN crl-24914 197 7 - - PUNCT crl-24914 197 8 centered center VERB crl-24914 197 9 and and CCONJ crl-24914 197 10 responsive responsive ADJ crl-24914 197 11 to to ADP crl-24914 197 12 current current ADJ crl-24914 197 13 needs need NOUN crl-24914 197 14 among among ADP crl-24914 197 15 researchers researcher NOUN crl-24914 197 16 who who PRON crl-24914 197 17 are be AUX crl-24914 197 18 testing test VERB crl-24914 197 19 and and CCONJ crl-24914 197 20 offering offer VERB crl-24914 197 21 the the DET crl-24914 197 22 latest late ADJ crl-24914 197 23 in in ADP crl-24914 197 24 technologies technology NOUN crl-24914 197 25 for for ADP crl-24914 197 26 research research NOUN crl-24914 197 27 data datum NOUN crl-24914 197 28 . . PUNCT crl-24914 198 1 by by ADP crl-24914 198 2 having have VERB crl-24914 198 3 an an DET crl-24914 198 4 approval approval NOUN crl-24914 198 5 function function NOUN crl-24914 198 6 for for ADP crl-24914 198 7 data data NOUN crl-24914 198 8 management management NOUN crl-24914 198 9 plans plan NOUN crl-24914 198 10 and and CCONJ crl-24914 198 11 , , PUNCT crl-24914 198 12 by by ADP crl-24914 198 13 coordination coordination NOUN crl-24914 198 14 , , PUNCT crl-24914 198 15 network network NOUN crl-24914 198 16 meetings meeting NOUN crl-24914 198 17 of of ADP crl-24914 198 18 data data NOUN crl-24914 198 19 managers manager NOUN crl-24914 198 20 , , PUNCT crl-24914 198 21 they they PRON crl-24914 198 22 map map VERB crl-24914 198 23 and and CCONJ crl-24914 198 24 respond respond VERB crl-24914 198 25 to to ADP crl-24914 198 26 the the DET crl-24914 198 27 knowledge knowledge NOUN crl-24914 198 28 level level NOUN crl-24914 198 29 and and CCONJ crl-24914 198 30 needs need NOUN crl-24914 198 31 of of ADP crl-24914 198 32 their their PRON crl-24914 198 33 local local ADJ crl-24914 198 34 environment environment NOUN crl-24914 198 35 . . PUNCT crl-24914 199 1 the the DET crl-24914 199 2 rdsc rdsc NOUN crl-24914 199 3 are be AUX crl-24914 199 4 up up ADP crl-24914 199 5 to to ADP crl-24914 199 6 date date NOUN crl-24914 199 7 on on ADP crl-24914 199 8 challenges challenge NOUN crl-24914 199 9 and and CCONJ crl-24914 199 10 needs need NOUN crl-24914 199 11 in in ADP crl-24914 199 12 their their PRON crl-24914 199 13 community community NOUN crl-24914 199 14 . . PUNCT crl-24914 200 1 further far ADV crl-24914 200 2 , , PUNCT crl-24914 200 3 they they PRON crl-24914 200 4 collaborate collaborate VERB crl-24914 200 5 closely closely ADV crl-24914 200 6 with with ADP crl-24914 200 7 different different ADJ crl-24914 200 8 departments department NOUN crl-24914 200 9 at at ADP crl-24914 200 10 the the DET crl-24914 200 11 university university NOUN crl-24914 200 12 to to PART crl-24914 200 13 ensure ensure VERB crl-24914 200 14 that that SCONJ crl-24914 200 15 data data NOUN crl-24914 200 16 management management NOUN crl-24914 200 17 training training NOUN crl-24914 200 18 is be AUX crl-24914 200 19 offered offer VERB crl-24914 200 20 to to ADP crl-24914 200 21 researchers researcher NOUN crl-24914 200 22 and and CCONJ crl-24914 200 23 graduate graduate NOUN crl-24914 200 24 students student NOUN crl-24914 200 25 . . PUNCT crl-24914 201 1 core core PROPN crl-24914 201 2 services services PROPN crl-24914 201 3 • • PROPN crl-24914 201 4 dmp dmp PROPN crl-24914 201 5 review review NOUN crl-24914 201 6 and and CCONJ crl-24914 201 7 consultancy consultancy NOUN crl-24914 201 8 • • VERB crl-24914 201 9 one one NUM crl-24914 201 10 - - PUNCT crl-24914 201 11 to to ADP crl-24914 201 12 - - PUNCT crl-24914 201 13 one one NUM crl-24914 201 14 data data NOUN crl-24914 201 15 management management NOUN crl-24914 201 16 support support NOUN crl-24914 201 17 for for ADP crl-24914 201 18 phds phds PROPN crl-24914 201 19 and and CCONJ crl-24914 201 20 researchers researcher NOUN crl-24914 201 21 • • VERB crl-24914 201 22 courses course NOUN crl-24914 201 23 in in ADP crl-24914 201 24 data data NOUN crl-24914 201 25 management management NOUN crl-24914 201 26 • • VERB crl-24914 201 27 coordination coordination NOUN crl-24914 201 28 of of ADP crl-24914 201 29 the the DET crl-24914 201 30 “ " PUNCT crl-24914 201 31 peer peer NOUN crl-24914 201 32 - - PUNCT crl-24914 201 33 support support NOUN crl-24914 201 34 network network NOUN crl-24914 201 35 ” " PUNCT crl-24914 201 36 of of ADP crl-24914 201 37 data data NOUN crl-24914 201 38 managers manager NOUN crl-24914 201 39 coordinated coordinate VERB crl-24914 201 40 services service NOUN crl-24914 201 41 • • AUX crl-24914 201 42 hosting host VERB crl-24914 201 43 courses course NOUN crl-24914 201 44 focusing focus VERB crl-24914 201 45 on on ADP crl-24914 201 46 skills skill NOUN crl-24914 201 47 for for ADP crl-24914 201 48 research research NOUN crl-24914 201 49 ( ( PUNCT crl-24914 201 50 python python NOUN crl-24914 201 51 , , PUNCT crl-24914 201 52 poster poster NOUN crl-24914 201 53 design design NOUN crl-24914 201 54 , , PUNCT crl-24914 201 55 r r NOUN crl-24914 201 56 and and CCONJ crl-24914 201 57 other other ADJ crl-24914 201 58 courses course NOUN crl-24914 201 59 provided provide VERB crl-24914 201 60 by by ADP crl-24914 201 61 the the DET crl-24914 201 62 carpentry carpentry NOUN crl-24914 201 63 community community NOUN crl-24914 201 64 ) ) PUNCT crl-24914 201 65 • • AUX crl-24914 201 66 hosting host VERB crl-24914 201 67 other other ADJ crl-24914 201 68 peer peer NOUN crl-24914 201 69 support support NOUN crl-24914 201 70 networks network NOUN crl-24914 201 71 ( ( PUNCT crl-24914 201 72 such such ADJ crl-24914 201 73 as as ADP crl-24914 201 74 carpentry carpentry NOUN crl-24914 201 75 study study NOUN crl-24914 201 76 group group NOUN crl-24914 201 77 , , PUNCT crl-24914 201 78 r r NOUN crl-24914 201 79 - - PUNCT crl-24914 201 80 ladies lady NOUN crl-24914 201 81 , , PUNCT crl-24914 201 82 and and CCONJ crl-24914 201 83 the the DET crl-24914 201 84 like like ADJ crl-24914 201 85 ) ) PUNCT crl-24914 201 86 • • VERB crl-24914 201 87 fair fair ADJ crl-24914 201 88 training training NOUN crl-24914 201 89 courses course NOUN crl-24914 201 90 there there PRON crl-24914 201 91 are be VERB crl-24914 201 92 three three NUM crl-24914 201 93 groups group NOUN crl-24914 201 94 of of ADP crl-24914 201 95 staff staff NOUN crl-24914 201 96 at at ADP crl-24914 201 97 the the DET crl-24914 201 98 center center NOUN crl-24914 201 99 : : PUNCT crl-24914 201 100 permanent permanent ADJ crl-24914 201 101 staff staff NOUN crl-24914 201 102 , , PUNCT crl-24914 201 103 student student NOUN crl-24914 201 104 staff staff NOUN crl-24914 201 105 , , PUNCT crl-24914 201 106 and and CCONJ crl-24914 201 107 associated associated ADJ crl-24914 201 108 staff staff NOUN crl-24914 201 109 . . PUNCT crl-24914 202 1 in in ADP crl-24914 202 2 addition addition NOUN crl-24914 202 3 , , PUNCT crl-24914 202 4 they they PRON crl-24914 202 5 collaborate collaborate VERB crl-24914 202 6 closely closely ADV crl-24914 202 7 with with ADP crl-24914 202 8 the the DET crl-24914 202 9 data data NOUN crl-24914 202 10 protection protection NOUN crl-24914 202 11 officer officer NOUN crl-24914 202 12 and and CCONJ crl-24914 202 13 with with ADP crl-24914 202 14 a a DET crl-24914 202 15 network network NOUN crl-24914 202 16 of of ADP crl-24914 202 17 data data NOUN crl-24914 202 18 managers manager NOUN crl-24914 202 19 hired hire VERB crl-24914 202 20 by by ADP crl-24914 202 21 a a DET crl-24914 202 22 research research NOUN crl-24914 202 23 group group NOUN crl-24914 202 24 . . PUNCT crl-24914 203 1 the the DET crl-24914 203 2 permanent permanent ADJ crl-24914 203 3 staff staff NOUN crl-24914 203 4 includes include VERB crl-24914 203 5 one one NUM crl-24914 203 6 rdm rdm NOUN crl-24914 203 7 service service NOUN crl-24914 203 8 coordinator coordinator NOUN crl-24914 203 9 ( ( PUNCT crl-24914 203 10 kim kim PROPN crl-24914 203 11 ) ) PUNCT crl-24914 203 12 and and CCONJ crl-24914 203 13 data datum NOUN crl-24914 203 14 curators curator NOUN crl-24914 203 15 of of ADP crl-24914 203 16 whom whom PRON crl-24914 203 17 david david PROPN crl-24914 203 18 is be AUX crl-24914 203 19 one one NUM crl-24914 203 20 . . PUNCT crl-24914 204 1 based base VERB crl-24914 204 2 on on ADP crl-24914 204 3 requests request NOUN crl-24914 204 4 , , PUNCT crl-24914 204 5 student student NOUN crl-24914 204 6 staff staff NOUN crl-24914 204 7 are be AUX crl-24914 204 8 hired hire VERB crl-24914 204 9 from from ADP crl-24914 204 10 a a DET crl-24914 204 11 pool pool NOUN crl-24914 204 12 of of ADP crl-24914 204 13 data data NOUN crl-24914 204 14 science science NOUN crl-24914 204 15 students student NOUN crl-24914 204 16 and and CCONJ crl-24914 204 17 phd phd NOUN crl-24914 204 18 candidates candidate NOUN crl-24914 204 19 . . PUNCT crl-24914 205 1 this this PRON crl-24914 205 2 offers offer VERB crl-24914 205 3 students student NOUN crl-24914 205 4 interested interested ADJ crl-24914 205 5 in in ADP crl-24914 205 6 data data NOUN crl-24914 205 7 management management NOUN crl-24914 205 8 an an DET crl-24914 205 9 opportunity opportunity NOUN crl-24914 205 10 to to PART crl-24914 205 11 practice practice VERB crl-24914 205 12 and and CCONJ crl-24914 205 13 brings bring VERB crl-24914 205 14 new new ADJ crl-24914 205 15 expertise expertise NOUN crl-24914 205 16 into into ADP crl-24914 205 17 the the DET crl-24914 205 18 center center NOUN crl-24914 205 19 . . PUNCT crl-24914 206 1 some some PRON crl-24914 206 2 of of ADP crl-24914 206 3 these these DET crl-24914 206 4 students student NOUN crl-24914 206 5 end end VERB crl-24914 206 6 up up ADP crl-24914 206 7 being be AUX crl-24914 206 8 hired hire VERB crl-24914 206 9 as as ADP crl-24914 206 10 data data NOUN crl-24914 206 11 managers manager NOUN crl-24914 206 12 in in ADP crl-24914 206 13 data data NOUN crl-24914 206 14 - - PUNCT crl-24914 206 15 intensive intensive ADJ crl-24914 206 16 research research NOUN crl-24914 206 17 groups group NOUN crl-24914 206 18 upon upon SCONJ crl-24914 206 19 graduation graduation NOUN crl-24914 206 20 . . PUNCT crl-24914 207 1 associated associated ADJ crl-24914 207 2 staff staff NOUN crl-24914 207 3 work work NOUN crl-24914 207 4 at at ADP crl-24914 207 5 the the DET crl-24914 207 6 research research NOUN crl-24914 207 7 office office NOUN crl-24914 207 8 , , PUNCT crl-24914 207 9 library library NOUN crl-24914 207 10 , , PUNCT crl-24914 207 11 and and CCONJ crl-24914 207 12 in in ADP crl-24914 207 13 it it PRON crl-24914 207 14 but but CCONJ crl-24914 207 15 have have VERB crl-24914 207 16 some some DET crl-24914 207 17 tasks task NOUN crl-24914 207 18 at at ADP crl-24914 207 19 the the DET crl-24914 207 20 rdsc rdsc NOUN crl-24914 207 21 . . PUNCT crl-24914 208 1 typically typically ADV crl-24914 208 2 , , PUNCT crl-24914 208 3 expertise expertise NOUN crl-24914 208 4 on on ADP crl-24914 208 5 data datum NOUN crl-24914 208 6 analysis analysis NOUN crl-24914 208 7 software software NOUN crl-24914 208 8 and and CCONJ crl-24914 208 9 statistics statistic NOUN crl-24914 208 10 are be AUX crl-24914 208 11 offered offer VERB crl-24914 208 12 by by ADP crl-24914 208 13 it it PRON crl-24914 208 14 staff staff NOUN crl-24914 208 15 along along ADP crl-24914 208 16 with with ADP crl-24914 208 17 support support NOUN crl-24914 208 18 on on ADP crl-24914 208 19 writing writing NOUN crl-24914 208 20 . . PUNCT crl-24914 209 1 dmps dmp NOUN crl-24914 209 2 and and CCONJ crl-24914 209 3 grant grant NOUN crl-24914 209 4 fulfillment fulfillment NOUN crl-24914 209 5 are be AUX crl-24914 209 6 offered offer VERB crl-24914 209 7 by by ADP crl-24914 209 8 the the DET crl-24914 209 9 research research NOUN crl-24914 209 10 office office NOUN crl-24914 209 11 , , PUNCT crl-24914 209 12 using use VERB crl-24914 209 13 personas persona NOUN crl-24914 209 14 to to PART crl-24914 209 15 visualize visualize VERB crl-24914 209 16 the the DET crl-24914 209 17 need need NOUN crl-24914 209 18 for for ADP crl-24914 209 19 data datum NOUN crl-24914 209 20 stewardship stewardship NOUN crl-24914 209 21 345 345 NUM crl-24914 209 22 and and CCONJ crl-24914 209 23 metadata metadata PROPN crl-24914 209 24 and and CCONJ crl-24914 209 25 data datum NOUN crl-24914 209 26 archiving archive VERB crl-24914 209 27 are be AUX crl-24914 209 28 offered offer VERB crl-24914 209 29 by by ADP crl-24914 209 30 library library NOUN crl-24914 209 31 staff staff NOUN crl-24914 209 32 . . PUNCT crl-24914 210 1 in in ADP crl-24914 210 2 addition addition NOUN crl-24914 210 3 , , PUNCT crl-24914 210 4 each each DET crl-24914 210 5 individual individual NOUN crl-24914 210 6 brings bring VERB crl-24914 210 7 their their PRON crl-24914 210 8 own own ADJ crl-24914 210 9 skills skill NOUN crl-24914 210 10 — — PUNCT crl-24914 210 11 some some PRON crl-24914 210 12 with with ADP crl-24914 210 13 graphic graphic ADJ crl-24914 210 14 design design NOUN crl-24914 210 15 , , PUNCT crl-24914 210 16 others other NOUN crl-24914 210 17 with with ADP crl-24914 210 18 ontology ontology NOUN crl-24914 210 19 building building NOUN crl-24914 210 20 , , PUNCT crl-24914 210 21 artificial artificial ADJ crl-24914 210 22 intelligence intelligence NOUN crl-24914 210 23 , , PUNCT crl-24914 210 24 interaction interaction NOUN crl-24914 210 25 design design NOUN crl-24914 210 26 , , PUNCT crl-24914 210 27 or or CCONJ crl-24914 210 28 semantic semantic ADJ crl-24914 210 29 web web NOUN crl-24914 210 30 technologies technology NOUN crl-24914 210 31 . . PUNCT crl-24914 211 1 this this PRON crl-24914 211 2 renders render VERB crl-24914 211 3 the the DET crl-24914 211 4 center center NOUN crl-24914 211 5 an an DET crl-24914 211 6 interdisciplinary interdisciplinary ADJ crl-24914 211 7 environment environment NOUN crl-24914 211 8 that that PRON crl-24914 211 9 focuses focus VERB crl-24914 211 10 on on ADP crl-24914 211 11 collaboration collaboration NOUN crl-24914 211 12 and and CCONJ crl-24914 211 13 rdm rdm NOUN crl-24914 211 14 , , PUNCT crl-24914 211 15 as as ADV crl-24914 211 16 well well ADV crl-24914 211 17 as as ADP crl-24914 211 18 the the DET crl-24914 211 19 proliferation proliferation NOUN crl-24914 211 20 of of ADP crl-24914 211 21 skills skill NOUN crl-24914 211 22 for for ADP crl-24914 211 23 data data NOUN crl-24914 211 24 - - PUNCT crl-24914 211 25 centered center VERB crl-24914 211 26 research research NOUN crl-24914 211 27 . . PUNCT crl-24914 212 1 the the DET crl-24914 212 2 rdm rdm PROPN crl-24914 212 3 service service NOUN crl-24914 212 4 coordinator coordinator NOUN crl-24914 212 5 – – PUNCT crl-24914 212 6 kim kim PROPN crl-24914 212 7 smith smith PROPN crl-24914 212 8 kim kim PROPN crl-24914 212 9 smith smith PROPN crl-24914 212 10 is be AUX crl-24914 212 11 the the DET crl-24914 212 12 coordinator coordinator NOUN crl-24914 212 13 and and CCONJ crl-24914 212 14 communicator communicator NOUN crl-24914 212 15 with with ADP crl-24914 212 16 the the DET crl-24914 212 17 rdm rdm PROPN crl-24914 212 18 service service NOUN crl-24914 212 19 . . PUNCT crl-24914 213 1 she she PRON crl-24914 213 2 has have VERB crl-24914 213 3 a a DET crl-24914 213 4 master master NOUN crl-24914 213 5 ’s ’s NOUN crl-24914 213 6 degree degree NOUN crl-24914 213 7 in in ADP crl-24914 213 8 lis lis ADJ crl-24914 213 9 and and CCONJ crl-24914 213 10 several several ADJ crl-24914 213 11 years year NOUN crl-24914 213 12 of of ADP crl-24914 213 13 experience experience NOUN crl-24914 213 14 at at ADP crl-24914 213 15 the the DET crl-24914 213 16 university university PROPN crl-24914 213 17 library library NOUN crl-24914 213 18 . . PUNCT crl-24914 214 1 kim kim PROPN crl-24914 214 2 works work VERB crl-24914 214 3 as as ADP crl-24914 214 4 rdm rdm NOUN crl-24914 214 5 service service NOUN crl-24914 214 6 coordinator coordinator NOUN crl-24914 214 7 at at ADP crl-24914 214 8 the the DET crl-24914 214 9 rdsc rdsc NOUN crl-24914 214 10 and and CCONJ crl-24914 214 11 is be AUX crl-24914 214 12 responsible responsible ADJ crl-24914 214 13 for for ADP crl-24914 214 14 the the DET crl-24914 214 15 data data NOUN crl-24914 214 16 management management NOUN crl-24914 214 17 services service NOUN crl-24914 214 18 at at ADP crl-24914 214 19 the the DET crl-24914 214 20 university university NOUN crl-24914 214 21 . . PUNCT crl-24914 215 1 she she PRON crl-24914 215 2 oversees oversee VERB crl-24914 215 3 and and CCONJ crl-24914 215 4 coordinates coordinate VERB crl-24914 215 5 everyone everyone PRON crl-24914 215 6 involved involve VERB crl-24914 215 7 at at ADP crl-24914 215 8 the the DET crl-24914 215 9 rdsc rdsc NOUN crl-24914 215 10 . . PUNCT crl-24914 216 1 kim kim PROPN crl-24914 216 2 enjoys enjoy VERB crl-24914 216 3 teaching teaching NOUN crl-24914 216 4 and and CCONJ crl-24914 216 5 presides preside NOUN crl-24914 216 6 over over ADP crl-24914 216 7 several several ADJ crl-24914 216 8 of of ADP crl-24914 216 9 the the DET crl-24914 216 10 rdm rdm NOUN crl-24914 216 11 training training NOUN crl-24914 216 12 courses course NOUN crl-24914 216 13 offered offer VERB crl-24914 216 14 at at ADP crl-24914 216 15 the the DET crl-24914 216 16 university university NOUN crl-24914 216 17 . . PUNCT crl-24914 217 1 through through ADP crl-24914 217 2 a a DET crl-24914 217 3 series series NOUN crl-24914 217 4 of of ADP crl-24914 217 5 workshops workshop NOUN crl-24914 217 6 held hold VERB crl-24914 217 7 at at ADP crl-24914 217 8 the the DET crl-24914 217 9 center center NOUN crl-24914 217 10 , , PUNCT crl-24914 217 11 she she PRON crl-24914 217 12 has have AUX crl-24914 217 13 given give VERB crl-24914 217 14 several several ADJ crl-24914 217 15 researchers researcher NOUN crl-24914 217 16 and and CCONJ crl-24914 217 17 master master NOUN crl-24914 217 18 ’s ’s NOUN crl-24914 217 19 students student NOUN crl-24914 217 20 their their PRON crl-24914 217 21 first first ADJ crl-24914 217 22 rdm rdm NOUN crl-24914 217 23 course course NOUN crl-24914 217 24 . . PUNCT crl-24914 218 1 she she PRON crl-24914 218 2 also also ADV crl-24914 218 3 advises advise VERB crl-24914 218 4 on on ADP crl-24914 218 5 privacy privacy NOUN crl-24914 218 6 and and CCONJ crl-24914 218 7 copyright copyright NOUN crl-24914 218 8 issues issue NOUN crl-24914 218 9 , , PUNCT crl-24914 218 10 and and CCONJ crl-24914 218 11 while while SCONJ crl-24914 218 12 she she PRON crl-24914 218 13 does do AUX crl-24914 218 14 not not PART crl-24914 218 15 have have VERB crl-24914 218 16 a a DET crl-24914 218 17 background background NOUN crl-24914 218 18 in in ADP crl-24914 218 19 law law NOUN crl-24914 218 20 , , PUNCT crl-24914 218 21 experience experience NOUN crl-24914 218 22 has have AUX crl-24914 218 23 made make VERB crl-24914 218 24 her she PRON crl-24914 218 25 able able ADJ crl-24914 218 26 to to PART crl-24914 218 27 advise advise VERB crl-24914 218 28 on on ADP crl-24914 218 29 many many ADJ crl-24914 218 30 of of ADP crl-24914 218 31 the the DET crl-24914 218 32 issues issue NOUN crl-24914 218 33 that that PRON crl-24914 218 34 occur occur VERB crl-24914 218 35 . . PUNCT crl-24914 219 1 when when SCONJ crl-24914 219 2 in in ADP crl-24914 219 3 doubt doubt NOUN crl-24914 219 4 , , PUNCT crl-24914 219 5 she she PRON crl-24914 219 6 consults consult VERB crl-24914 219 7 the the DET crl-24914 219 8 data datum NOUN crl-24914 219 9 protection protection NOUN crl-24914 219 10 officer officer NOUN crl-24914 219 11 . . PUNCT crl-24914 220 1 kim kim PROPN crl-24914 220 2 is be AUX crl-24914 220 3 also also ADV crl-24914 220 4 responsible responsible ADJ crl-24914 220 5 for for ADP crl-24914 220 6 the the DET crl-24914 220 7 review review NOUN crl-24914 220 8 and and CCONJ crl-24914 220 9 approval approval NOUN crl-24914 220 10 of of ADP crl-24914 220 11 dmps dmp NOUN crl-24914 220 12 . . PUNCT crl-24914 221 1 the the DET crl-24914 221 2 workload workload NOUN crl-24914 221 3 is be AUX crl-24914 221 4 , , PUNCT crl-24914 221 5 however however ADV crl-24914 221 6 , , PUNCT crl-24914 221 7 shared share VERB crl-24914 221 8 , , PUNCT crl-24914 221 9 and and CCONJ crl-24914 221 10 the the DET crl-24914 221 11 plans plan NOUN crl-24914 221 12 are be AUX crl-24914 221 13 reviewed review VERB crl-24914 221 14 collaboratively collaboratively ADV crl-24914 221 15 at at ADP crl-24914 221 16 the the DET crl-24914 221 17 center center NOUN crl-24914 221 18 . . PUNCT crl-24914 222 1 through through ADP crl-24914 222 2 dmp dmp PROPN crl-24914 222 3 reviews reviews PROPN crl-24914 222 4 , , PUNCT crl-24914 222 5 kim kim PROPN crl-24914 222 6 , , PUNCT crl-24914 222 7 david david PROPN crl-24914 222 8 , , PUNCT crl-24914 222 9 and and CCONJ crl-24914 222 10 other other ADJ crl-24914 222 11 staff staff NOUN crl-24914 222 12 at at ADP crl-24914 222 13 the the DET crl-24914 222 14 rdsc rdsc NOUN crl-24914 222 15 are be AUX crl-24914 222 16 able able ADJ crl-24914 222 17 to to PART crl-24914 222 18 identify identify VERB crl-24914 222 19 potential potential ADJ crl-24914 222 20 challenges challenge NOUN crl-24914 222 21 at at ADP crl-24914 222 22 an an DET crl-24914 222 23 early early ADJ crl-24914 222 24 stage stage NOUN crl-24914 222 25 and and CCONJ crl-24914 222 26 offer offer VERB crl-24914 222 27 support support NOUN crl-24914 222 28 . . PUNCT crl-24914 223 1 in in ADP crl-24914 223 2 addition addition NOUN crl-24914 223 3 , , PUNCT crl-24914 223 4 kim kim PROPN crl-24914 223 5 is be AUX crl-24914 223 6 active active ADJ crl-24914 223 7 in in ADP crl-24914 223 8 the the DET crl-24914 223 9 international international ADJ crl-24914 223 10 coordination coordination NOUN crl-24914 223 11 work work NOUN crl-24914 223 12 done do VERB crl-24914 223 13 with with ADP crl-24914 223 14 the the DET crl-24914 223 15 research research NOUN crl-24914 223 16 data datum NOUN crl-24914 223 17 alliance alliance NOUN crl-24914 223 18 . . PUNCT crl-24914 224 1 core core NOUN crl-24914 224 2 skills skill NOUN crl-24914 224 3 : : PUNCT crl-24914 224 4 • • VERB crl-24914 224 5 communication communication NOUN crl-24914 224 6 and and CCONJ crl-24914 224 7 interpretation interpretation NOUN crl-24914 224 8 • • ADJ crl-24914 224 9 policy policy NOUN crl-24914 224 10 expertise expertise NOUN crl-24914 224 11 • • VERB crl-24914 224 12 research research NOUN crl-24914 224 13 ethics ethic NOUN crl-24914 224 14 and and CCONJ crl-24914 224 15 personal personal ADJ crl-24914 224 16 privacy privacy NOUN crl-24914 224 17 • • NUM crl-24914 224 18 intellectual intellectual ADJ crl-24914 224 19 property property NOUN crl-24914 224 20 law law NOUN crl-24914 224 21 • • PROPN crl-24914 224 22 data data NOUN crl-24914 224 23 management management NOUN crl-24914 224 24 plans plan VERB crl-24914 224 25 • • VERB crl-24914 224 26 metadata metadata PROPN crl-24914 224 27 motivation motivation NOUN crl-24914 224 28 : : PUNCT crl-24914 224 29 kim kim PROPN crl-24914 224 30 believes believe VERB crl-24914 224 31 in in ADP crl-24914 224 32 contributing contribute VERB crl-24914 224 33 to to ADP crl-24914 224 34 making make VERB crl-24914 224 35 research research NOUN crl-24914 224 36 transparent transparent ADJ crl-24914 224 37 and and CCONJ crl-24914 224 38 verifiable verifiable ADJ crl-24914 224 39 and and CCONJ crl-24914 224 40 building build VERB crl-24914 224 41 new new ADJ crl-24914 224 42 knowledge knowledge NOUN crl-24914 224 43 in in ADP crl-24914 224 44 the the DET crl-24914 224 45 organization organization NOUN crl-24914 224 46 . . PUNCT crl-24914 225 1 kim kim PROPN crl-24914 225 2 believes believe VERB crl-24914 225 3 that that SCONJ crl-24914 225 4 proper proper ADJ crl-24914 225 5 data datum NOUN crl-24914 225 6 management management NOUN crl-24914 225 7 can can AUX crl-24914 225 8 solve solve VERB crl-24914 225 9 the the DET crl-24914 225 10 reproduction reproduction NOUN crl-24914 225 11 crisis crisis NOUN crl-24914 225 12 and and CCONJ crl-24914 225 13 help help VERB crl-24914 225 14 rebuild rebuild VERB crl-24914 225 15 trust trust NOUN crl-24914 225 16 in in ADP crl-24914 225 17 research research NOUN crl-24914 225 18 in in ADP crl-24914 225 19 society society NOUN crl-24914 225 20 in in ADP crl-24914 225 21 general general ADJ crl-24914 225 22 . . PUNCT crl-24914 226 1 with with ADP crl-24914 226 2 a a DET crl-24914 226 3 background background NOUN crl-24914 226 4 as as ADP crl-24914 226 5 a a DET crl-24914 226 6 librarian librarian NOUN crl-24914 226 7 , , PUNCT crl-24914 226 8 she she PRON crl-24914 226 9 is be AUX crl-24914 226 10 focused focus VERB crl-24914 226 11 on on ADP crl-24914 226 12 data data NOUN crl-24914 226 13 quality quality NOUN crl-24914 226 14 and and CCONJ crl-24914 226 15 longtime longtime ADJ crl-24914 226 16 curation curation NOUN crl-24914 226 17 . . PUNCT crl-24914 227 1 kim kim PROPN crl-24914 227 2 is be AUX crl-24914 227 3 also also ADV crl-24914 227 4 concerned concerned ADJ crl-24914 227 5 about about ADP crl-24914 227 6 maintaining maintain VERB crl-24914 227 7 the the DET crl-24914 227 8 legacy legacy NOUN crl-24914 227 9 of of ADP crl-24914 227 10 prominent prominent ADJ crl-24914 227 11 researchers researcher NOUN crl-24914 227 12 at at ADP crl-24914 227 13 her her PRON crl-24914 227 14 university university NOUN crl-24914 227 15 . . PUNCT crl-24914 228 1 her her PRON crl-24914 228 2 colleagues colleague NOUN crl-24914 228 3 describe describe VERB crl-24914 228 4 her she PRON crl-24914 228 5 as as ADP crl-24914 228 6 structured structured ADJ crl-24914 228 7 and and CCONJ crl-24914 228 8 strategic strategic ADJ crl-24914 228 9 . . PUNCT crl-24914 229 1 the the DET crl-24914 229 2 data datum NOUN crl-24914 229 3 curator curator NOUN crl-24914 229 4 – – PUNCT crl-24914 229 5 david david PROPN crl-24914 229 6 carpenter carpenter PROPN crl-24914 229 7 david david PROPN crl-24914 229 8 holds hold VERB crl-24914 229 9 a a DET crl-24914 229 10 phd phd NOUN crl-24914 229 11 in in ADP crl-24914 229 12 computational computational ADJ crl-24914 229 13 linguistics linguistic NOUN crl-24914 229 14 and and CCONJ crl-24914 229 15 many many ADJ crl-24914 229 16 years year NOUN crl-24914 229 17 of of ADP crl-24914 229 18 experience experience NOUN crl-24914 229 19 with with ADP crl-24914 229 20 data data NOUN crl-24914 229 21 - - PUNCT crl-24914 229 22 intensive intensive ADJ crl-24914 229 23 research research NOUN crl-24914 229 24 . . PUNCT crl-24914 230 1 recently recently ADV crl-24914 230 2 , , PUNCT crl-24914 230 3 he he PRON crl-24914 230 4 has have AUX crl-24914 230 5 taken take VERB crl-24914 230 6 a a DET crl-24914 230 7 course course NOUN crl-24914 230 8 in in ADP crl-24914 230 9 data data NOUN crl-24914 230 10 stewardship stewardship NOUN crl-24914 230 11 . . PUNCT crl-24914 231 1 david david PROPN crl-24914 231 2 has have VERB crl-24914 231 3 a a DET crl-24914 231 4 scientifically scientifically ADV crl-24914 231 5 oriented orient VERB crl-24914 231 6 , , PUNCT crl-24914 231 7 analytical analytical ADJ crl-24914 231 8 mindset mindset NOUN crl-24914 231 9 . . PUNCT crl-24914 232 1 he he PRON crl-24914 232 2 had have AUX crl-24914 232 3 been be AUX crl-24914 232 4 engaged engage VERB crl-24914 232 5 for for ADP crl-24914 232 6 several several ADJ crl-24914 232 7 years year NOUN crl-24914 232 8 in in ADP crl-24914 232 9 data data NOUN crl-24914 232 10 - - PUNCT crl-24914 232 11 driven drive VERB crl-24914 232 12 research research NOUN crl-24914 232 13 , , PUNCT crl-24914 232 14 but but CCONJ crl-24914 232 15 he he PRON crl-24914 232 16 became become VERB crl-24914 232 17 more more ADV crl-24914 232 18 interested interested ADJ crl-24914 232 19 in in ADP crl-24914 232 20 the the DET crl-24914 232 21 challenges challenge NOUN crl-24914 232 22 related relate VERB crl-24914 232 23 to to ADP crl-24914 232 24 ontologies ontology NOUN crl-24914 232 25 and and CCONJ crl-24914 232 26 metadata metadata ADJ crl-24914 232 27 definitions definition NOUN crl-24914 232 28 and and CCONJ crl-24914 232 29 less less ADV crl-24914 232 30 interested interested ADJ crl-24914 232 31 in in ADP crl-24914 232 32 scientific scientific ADJ crl-24914 232 33 topics topic NOUN crl-24914 232 34 and and CCONJ crl-24914 232 35 photo photo NOUN crl-24914 232 36 1 1 NUM crl-24914 232 37 : : PUNCT crl-24914 232 38 kim kim PROPN crl-24914 232 39 smith smith PROPN crl-24914 232 40 , , PUNCT crl-24914 232 41 ill ill PROPN crl-24914 232 42 . . PUNCT crl-24914 232 43 from from ADP crl-24914 232 44 colourbox colourbox PROPN crl-24914 232 45 photo photo PROPN crl-24914 232 46 2 2 NUM crl-24914 232 47 : : PUNCT crl-24914 232 48 david david PROPN crl-24914 232 49 carpenter carpenter PROPN crl-24914 232 50 , , PUNCT crl-24914 232 51 ill ill PROPN crl-24914 232 52 . . PUNCT crl-24914 233 1 from from ADP crl-24914 233 2 colourbox colourbox PROPN crl-24914 233 3 346 346 NUM crl-24914 233 4 college college PROPN crl-24914 233 5 & & CCONJ crl-24914 233 6 research research PROPN crl-24914 233 7 libraries library NOUN crl-24914 233 8 may may AUX crl-24914 233 9 2021 2021 NUM crl-24914 233 10 final final ADJ crl-24914 233 11 publications publication NOUN crl-24914 233 12 over over ADP crl-24914 233 13 time time NOUN crl-24914 233 14 . . PUNCT crl-24914 234 1 david david PROPN crl-24914 234 2 is be AUX crl-24914 234 3 good good ADJ crl-24914 234 4 at at ADP crl-24914 234 5 convincing convince VERB crl-24914 234 6 researchers researcher NOUN crl-24914 234 7 that that SCONJ crl-24914 234 8 a a DET crl-24914 234 9 by by ADP crl-24914 234 10 - - PUNCT crl-24914 234 11 product product NOUN crl-24914 234 12 of of ADP crl-24914 234 13 proper proper ADJ crl-24914 234 14 data datum NOUN crl-24914 234 15 management management NOUN crl-24914 234 16 is be AUX crl-24914 234 17 an an DET crl-24914 234 18 increased increase VERB crl-24914 234 19 number number NOUN crl-24914 234 20 of of ADP crl-24914 234 21 collaborations collaboration NOUN crl-24914 234 22 , , PUNCT crl-24914 234 23 citations citation NOUN crl-24914 234 24 , , PUNCT crl-24914 234 25 and and CCONJ crl-24914 234 26 accreditations accreditation NOUN crl-24914 234 27 . . PUNCT crl-24914 235 1 core core NOUN crl-24914 235 2 skills skill NOUN crl-24914 235 3 : : PUNCT crl-24914 235 4 • • PROPN crl-24914 235 5 systematization systematization NOUN crl-24914 235 6 • • VERB crl-24914 235 7 making make VERB crl-24914 235 8 data datum NOUN crl-24914 235 9 fair fair ADJ crl-24914 235 10 • • NUM crl-24914 235 11 metadata metadata PROPN crl-24914 235 12 , , PUNCT crl-24914 235 13 documentation documentation NOUN crl-24914 235 14 , , PUNCT crl-24914 235 15 and and CCONJ crl-24914 235 16 provenance provenance NOUN crl-24914 235 17 • • NUM crl-24914 235 18 data data NOUN crl-24914 235 19 archives archive NOUN crl-24914 235 20 and and CCONJ crl-24914 235 21 archiving archiving ADJ crl-24914 235 22 • • NUM crl-24914 235 23 coding code VERB crl-24914 235 24 • • ADJ crl-24914 235 25 data datum NOUN crl-24914 235 26 mining mining NOUN crl-24914 235 27 • • NUM crl-24914 235 28 formatting format VERB crl-24914 235 29 and and CCONJ crl-24914 235 30 data datum NOUN crl-24914 235 31 transformation transformation NOUN crl-24914 235 32 motivation motivation NOUN crl-24914 235 33 : : PUNCT crl-24914 235 34 david david PROPN crl-24914 235 35 enjoys enjoy VERB crl-24914 235 36 translating translate VERB crl-24914 235 37 among among ADP crl-24914 235 38 disciplines discipline NOUN crl-24914 235 39 , , PUNCT crl-24914 235 40 understanding understand VERB crl-24914 235 41 researchers researcher NOUN crl-24914 235 42 ’ ’ PART crl-24914 235 43 needs need NOUN crl-24914 235 44 , , PUNCT crl-24914 235 45 and and CCONJ crl-24914 235 46 solving solve VERB crl-24914 235 47 problems problem NOUN crl-24914 235 48 . . PUNCT crl-24914 236 1 david david PROPN crl-24914 236 2 loves love VERB crl-24914 236 3 research research NOUN crl-24914 236 4 and and CCONJ crl-24914 236 5 the the DET crl-24914 236 6 university university NOUN crl-24914 236 7 as as ADP crl-24914 236 8 a a DET crl-24914 236 9 work work NOUN crl-24914 236 10 environment environment NOUN crl-24914 236 11 , , PUNCT crl-24914 236 12 but but CCONJ crl-24914 236 13 he he PRON crl-24914 236 14 prefers prefer VERB crl-24914 236 15 working work VERB crl-24914 236 16 with with ADP crl-24914 236 17 the the DET crl-24914 236 18 data datum NOUN crl-24914 236 19 rather rather ADV crl-24914 236 20 than than ADP crl-24914 236 21 publishing publish VERB crl-24914 236 22 . . PUNCT crl-24914 237 1 he he PRON crl-24914 237 2 is be AUX crl-24914 237 3 described describe VERB crl-24914 237 4 as as ADP crl-24914 237 5 accurate accurate ADJ crl-24914 237 6 and and CCONJ crl-24914 237 7 systematic systematic ADJ crl-24914 237 8 . . PUNCT crl-24914 238 1 the the DET crl-24914 238 2 data data NOUN crl-24914 238 3 manager manager NOUN crl-24914 238 4 – – PUNCT crl-24914 238 5 kari kari PROPN crl-24914 238 6 anderson anderson PROPN crl-24914 238 7 data data PROPN crl-24914 238 8 manager manager PROPN crl-24914 238 9 kari kari PROPN crl-24914 238 10 anderson anderson PROPN crl-24914 238 11 is be AUX crl-24914 238 12 the the DET crl-24914 238 13 disciplinary disciplinary ADJ crl-24914 238 14 specialist specialist NOUN crl-24914 238 15 , , PUNCT crl-24914 238 16 while while SCONJ crl-24914 238 17 the the DET crl-24914 238 18 staff staff NOUN crl-24914 238 19 at at ADP crl-24914 238 20 the the DET crl-24914 238 21 research research NOUN crl-24914 238 22 support support NOUN crl-24914 238 23 center center NOUN crl-24914 238 24 are be AUX crl-24914 238 25 the the DET crl-24914 238 26 generalists generalist NOUN crl-24914 238 27 . . PUNCT crl-24914 239 1 she she PRON crl-24914 239 2 is be AUX crl-24914 239 3 one one NUM crl-24914 239 4 of of ADP crl-24914 239 5 the the DET crl-24914 239 6 data data NOUN crl-24914 239 7 managers manager NOUN crl-24914 239 8 working work VERB crl-24914 239 9 in in ADP crl-24914 239 10 the the DET crl-24914 239 11 data data NOUN crl-24914 239 12 - - PUNCT crl-24914 239 13 intensive intensive ADJ crl-24914 239 14 research research NOUN crl-24914 239 15 groups group NOUN crl-24914 239 16 at at ADP crl-24914 239 17 the the DET crl-24914 239 18 university university NOUN crl-24914 239 19 . . PUNCT crl-24914 240 1 the the DET crl-24914 240 2 data data NOUN crl-24914 240 3 managers manager NOUN crl-24914 240 4 meet meet VERB crl-24914 240 5 monthly monthly ADV crl-24914 240 6 at at ADP crl-24914 240 7 the the DET crl-24914 240 8 peer peer NOUN crl-24914 240 9 support support NOUN crl-24914 240 10 network network NOUN crl-24914 240 11 at at ADP crl-24914 240 12 the the DET crl-24914 240 13 rdsc rdsc NOUN crl-24914 240 14 to to PART crl-24914 240 15 exchange exchange VERB crl-24914 240 16 experiences experience NOUN crl-24914 240 17 and and CCONJ crl-24914 240 18 solve solve VERB crl-24914 240 19 concrete concrete ADJ crl-24914 240 20 problems problem NOUN crl-24914 240 21 . . PUNCT crl-24914 241 1 kari kari PROPN crl-24914 241 2 makes make VERB crl-24914 241 3 sure sure ADJ crl-24914 241 4 there there PRON crl-24914 241 5 is be VERB crl-24914 241 6 an an DET crl-24914 241 7 agreement agreement NOUN crl-24914 241 8 on on ADP crl-24914 241 9 standards standard NOUN crl-24914 241 10 and and CCONJ crl-24914 241 11 protocol protocol NOUN crl-24914 241 12 for for ADP crl-24914 241 13 data data NOUN crl-24914 241 14 management management NOUN crl-24914 241 15 within within ADP crl-24914 241 16 the the DET crl-24914 241 17 research research NOUN crl-24914 241 18 group group NOUN crl-24914 241 19 . . PUNCT crl-24914 242 1 when when SCONJ crl-24914 242 2 new new ADJ crl-24914 242 3 staff staff NOUN crl-24914 242 4 is be AUX crl-24914 242 5 hired hire VERB crl-24914 242 6 or or CCONJ crl-24914 242 7 if if SCONJ crl-24914 242 8 students student NOUN crl-24914 242 9 are be AUX crl-24914 242 10 participating participate VERB crl-24914 242 11 , , PUNCT crl-24914 242 12 she she PRON crl-24914 242 13 makes make VERB crl-24914 242 14 sure sure ADJ crl-24914 242 15 they they PRON crl-24914 242 16 are be AUX crl-24914 242 17 briefed brief VERB crl-24914 242 18 in in ADP crl-24914 242 19 data data NOUN crl-24914 242 20 management management NOUN crl-24914 242 21 before before ADP crl-24914 242 22 touching touch VERB crl-24914 242 23 anything anything PRON crl-24914 242 24 . . PUNCT crl-24914 243 1 kari kari PROPN crl-24914 243 2 identifies identify VERB crl-24914 243 3 with with ADP crl-24914 243 4 the the DET crl-24914 243 5 other other ADJ crl-24914 243 6 researchers researcher NOUN crl-24914 243 7 in in ADP crl-24914 243 8 the the DET crl-24914 243 9 group group NOUN crl-24914 243 10 . . PUNCT crl-24914 244 1 she she PRON crl-24914 244 2 is be AUX crl-24914 244 3 good good ADJ crl-24914 244 4 at at ADP crl-24914 244 5 picking pick VERB crl-24914 244 6 up up ADP crl-24914 244 7 on on ADP crl-24914 244 8 potential potential ADJ crl-24914 244 9 issues issue NOUN crl-24914 244 10 at at ADP crl-24914 244 11 an an DET crl-24914 244 12 early early ADJ crl-24914 244 13 stage stage NOUN crl-24914 244 14 , , PUNCT crl-24914 244 15 and and CCONJ crl-24914 244 16 if if SCONJ crl-24914 244 17 someone someone PRON crl-24914 244 18 has have VERB crl-24914 244 19 problems problem NOUN crl-24914 244 20 with with ADP crl-24914 244 21 conversions conversion NOUN crl-24914 244 22 , , PUNCT crl-24914 244 23 transfer transfer NOUN crl-24914 244 24 , , PUNCT crl-24914 244 25 or or CCONJ crl-24914 244 26 the the DET crl-24914 244 27 merging merging NOUN crl-24914 244 28 of of ADP crl-24914 244 29 data datum NOUN crl-24914 244 30 , , PUNCT crl-24914 244 31 she she PRON crl-24914 244 32 loves love VERB crl-24914 244 33 the the DET crl-24914 244 34 challenge challenge NOUN crl-24914 244 35 . . PUNCT crl-24914 245 1 she she PRON crl-24914 245 2 is be AUX crl-24914 245 3 also also ADV crl-24914 245 4 focusing focus VERB crl-24914 245 5 on on ADP crl-24914 245 6 deleting delete VERB crl-24914 245 7 what what PRON crl-24914 245 8 is be AUX crl-24914 245 9 obsolete obsolete ADJ crl-24914 245 10 , , PUNCT crl-24914 245 11 rather rather ADV crl-24914 245 12 than than ADP crl-24914 245 13 keeping keep VERB crl-24914 245 14 every every DET crl-24914 245 15 version version NOUN crl-24914 245 16 of of ADP crl-24914 245 17 everything everything PRON crl-24914 245 18 . . PUNCT crl-24914 246 1 kari kari PROPN crl-24914 246 2 has have VERB crl-24914 246 3 a a DET crl-24914 246 4 phd phd NOUN crl-24914 246 5 in in ADP crl-24914 246 6 neuroscience neuroscience NOUN crl-24914 246 7 and and CCONJ crl-24914 246 8 is be AUX crl-24914 246 9 fascinated fascinate VERB crl-24914 246 10 by by ADP crl-24914 246 11 classification classification NOUN crl-24914 246 12 . . PUNCT crl-24914 247 1 through through ADP crl-24914 247 2 statistical statistical ADJ crl-24914 247 3 classification classification NOUN crl-24914 247 4 , , PUNCT crl-24914 247 5 she she PRON crl-24914 247 6 has have AUX crl-24914 247 7 developed develop VERB crl-24914 247 8 an an DET crl-24914 247 9 interest interest NOUN crl-24914 247 10 in in ADP crl-24914 247 11 ai ai PROPN crl-24914 247 12 . . PUNCT crl-24914 248 1 she she PRON crl-24914 248 2 was be AUX crl-24914 248 3 working work VERB crl-24914 248 4 closely closely ADV crl-24914 248 5 with with ADP crl-24914 248 6 a a DET crl-24914 248 7 research research NOUN crl-24914 248 8 group group NOUN crl-24914 248 9 during during ADP crl-24914 248 10 her her PRON crl-24914 248 11 master master NOUN crl-24914 248 12 ’s ’s PART crl-24914 248 13 and and CCONJ crl-24914 248 14 was be AUX crl-24914 248 15 later later ADV crl-24914 248 16 hired hire VERB crl-24914 248 17 as as ADP crl-24914 248 18 a a DET crl-24914 248 19 phd phd NOUN crl-24914 248 20 . . PUNCT crl-24914 249 1 during during ADP crl-24914 249 2 her her PRON crl-24914 249 3 phd phd NOUN crl-24914 249 4 period period NOUN crl-24914 249 5 , , PUNCT crl-24914 249 6 her her PRON crl-24914 249 7 role role NOUN crl-24914 249 8 gradually gradually ADV crl-24914 249 9 became become VERB crl-24914 249 10 more more ADJ crl-24914 249 11 of of ADP crl-24914 249 12 a a DET crl-24914 249 13 data data NOUN crl-24914 249 14 manager manager NOUN crl-24914 249 15 , , PUNCT crl-24914 249 16 and and CCONJ crl-24914 249 17 when when SCONJ crl-24914 249 18 a a DET crl-24914 249 19 new new ADJ crl-24914 249 20 center center NOUN crl-24914 249 21 for for ADP crl-24914 249 22 brain brain NOUN crl-24914 249 23 research research NOUN crl-24914 249 24 was be AUX crl-24914 249 25 established establish VERB crl-24914 249 26 , , PUNCT crl-24914 249 27 she she PRON crl-24914 249 28 was be AUX crl-24914 249 29 hired hire VERB crl-24914 249 30 as as ADP crl-24914 249 31 a a DET crl-24914 249 32 data data NOUN crl-24914 249 33 steward steward NOUN crl-24914 249 34 . . PUNCT crl-24914 250 1 she she PRON crl-24914 250 2 is be AUX crl-24914 250 3 also also ADV crl-24914 250 4 taking take VERB crl-24914 250 5 some some DET crl-24914 250 6 extra extra ADJ crl-24914 250 7 courses course NOUN crl-24914 250 8 within within ADP crl-24914 250 9 data data NOUN crl-24914 250 10 science science NOUN crl-24914 250 11 to to PART crl-24914 250 12 work work VERB crl-24914 250 13 with with ADP crl-24914 250 14 still still ADV crl-24914 250 15 more more ADJ crl-24914 250 16 methods method NOUN crl-24914 250 17 and and CCONJ crl-24914 250 18 disciplines discipline NOUN crl-24914 250 19 as as ADP crl-24914 250 20 a a DET crl-24914 250 21 data data NOUN crl-24914 250 22 manager manager NOUN crl-24914 250 23 / / SYM crl-24914 250 24 data datum NOUN crl-24914 250 25 scientist scientist NOUN crl-24914 250 26 . . PUNCT crl-24914 251 1 through through ADP crl-24914 251 2 the the DET crl-24914 251 3 rdm rdm NOUN crl-24914 251 4 network network NOUN crl-24914 251 5 at at ADP crl-24914 251 6 the the DET crl-24914 251 7 university university NOUN crl-24914 251 8 , , PUNCT crl-24914 251 9 she she PRON crl-24914 251 10 learned learn VERB crl-24914 251 11 of of ADP crl-24914 251 12 the the DET crl-24914 251 13 research research NOUN crl-24914 251 14 data datum NOUN crl-24914 251 15 alliance alliance NOUN crl-24914 251 16 and and CCONJ crl-24914 251 17 is be AUX crl-24914 251 18 now now ADV crl-24914 251 19 engaged engage VERB crl-24914 251 20 in in ADP crl-24914 251 21 the the DET crl-24914 251 22 health health NOUN crl-24914 251 23 data datum NOUN crl-24914 251 24 interest interest NOUN crl-24914 251 25 group group NOUN crl-24914 251 26 , , PUNCT crl-24914 251 27 where where SCONJ crl-24914 251 28 she she PRON crl-24914 251 29 keeps keep VERB crl-24914 251 30 up up ADP crl-24914 251 31 to to ADP crl-24914 251 32 date date NOUN crl-24914 251 33 . . PUNCT crl-24914 252 1 still still ADV crl-24914 252 2 , , PUNCT crl-24914 252 3 her her PRON crl-24914 252 4 heart heart NOUN crl-24914 252 5 is be AUX crl-24914 252 6 most most ADV crl-24914 252 7 at at ADP crl-24914 252 8 home home NOUN crl-24914 252 9 in in ADP crl-24914 252 10 the the DET crl-24914 252 11 r r NOUN crl-24914 252 12 - - PUNCT crl-24914 252 13 ladies lady NOUN crl-24914 252 14 network network NOUN crl-24914 252 15 . . PUNCT crl-24914 253 1 core core NOUN crl-24914 253 2 skills skill NOUN crl-24914 253 3 : : PUNCT crl-24914 253 4 • • ADJ crl-24914 253 5 documentation documentation NOUN crl-24914 253 6 • • VERB crl-24914 253 7 working work VERB crl-24914 253 8 with with ADP crl-24914 253 9 large large ADJ crl-24914 253 10 databases database NOUN crl-24914 253 11 • • VERB crl-24914 253 12 coding code VERB crl-24914 253 13 • • NUM crl-24914 253 14 systematization systematization NOUN crl-24914 253 15 • • NUM crl-24914 253 16 data datum NOUN crl-24914 253 17 transformation transformation NOUN crl-24914 253 18 • • PROPN crl-24914 253 19 metadata metadata PROPN crl-24914 253 20 standards standard NOUN crl-24914 253 21 • • VERB crl-24914 253 22 interoperability interoperability NOUN crl-24914 253 23 photo photo NOUN crl-24914 253 24 3 3 NUM crl-24914 253 25 : : PUNCT crl-24914 253 26 kari kari PROPN crl-24914 253 27 anderson anderson PROPN crl-24914 253 28 , , PUNCT crl-24914 253 29 ill ill PROPN crl-24914 253 30 . . PUNCT crl-24914 253 31 from from ADP crl-24914 253 32 colourbox colourbox PROPN crl-24914 253 33 using use VERB crl-24914 253 34 personas persona NOUN crl-24914 253 35 to to PART crl-24914 253 36 visualize visualize VERB crl-24914 253 37 the the DET crl-24914 253 38 need need NOUN crl-24914 253 39 for for ADP crl-24914 253 40 data datum NOUN crl-24914 253 41 stewardship stewardship NOUN crl-24914 253 42 347 347 NUM crl-24914 253 43 motivation motivation NOUN crl-24914 253 44 : : PUNCT crl-24914 253 45 kari kari PROPN crl-24914 253 46 loves love VERB crl-24914 253 47 working work VERB crl-24914 253 48 in in ADP crl-24914 253 49 the the DET crl-24914 253 50 creative creative ADJ crl-24914 253 51 environment environment NOUN crl-24914 253 52 of of ADP crl-24914 253 53 research research NOUN crl-24914 253 54 while while SCONJ crl-24914 253 55 still still ADV crl-24914 253 56 clocking clock VERB crl-24914 253 57 office office NOUN crl-24914 253 58 hours hour NOUN crl-24914 253 59 . . PUNCT crl-24914 254 1 at at ADP crl-24914 254 2 the the DET crl-24914 254 3 lab lab NOUN crl-24914 254 4 , , PUNCT crl-24914 254 5 she she PRON crl-24914 254 6 is be AUX crl-24914 254 7 described describe VERB crl-24914 254 8 as as ADP crl-24914 254 9 the the DET crl-24914 254 10 right right ADJ crl-24914 254 11 hand hand NOUN crl-24914 254 12 of of ADP crl-24914 254 13 the the DET crl-24914 254 14 professor professor NOUN crl-24914 254 15 , , PUNCT crl-24914 254 16 the the DET crl-24914 254 17 go go VERB crl-24914 254 18 - - PUNCT crl-24914 254 19 to to ADP crl-24914 254 20 person person NOUN crl-24914 254 21 for for ADP crl-24914 254 22 the the DET crl-24914 254 23 people people NOUN crl-24914 254 24 working work VERB crl-24914 254 25 there there ADV crl-24914 254 26 , , PUNCT crl-24914 254 27 and and CCONJ crl-24914 254 28 a a DET crl-24914 254 29 creative creative ADJ crl-24914 254 30 and and CCONJ crl-24914 254 31 hard hard ADV crl-24914 254 32 - - PUNCT crl-24914 254 33 working work VERB crl-24914 254 34 part part NOUN crl-24914 254 35 of of ADP crl-24914 254 36 the the DET crl-24914 254 37 team team NOUN crl-24914 254 38 . . PUNCT crl-24914 255 1 persona persona VERB crl-24914 255 2 summary summary NOUN crl-24914 255 3 by by ADP crl-24914 255 4 creating create VERB crl-24914 255 5 the the DET crl-24914 255 6 personas personas PROPN crl-24914 255 7 kim kim PROPN crl-24914 255 8 smith smith PROPN crl-24914 255 9 , , PUNCT crl-24914 255 10 david david PROPN crl-24914 255 11 carpenter carpenter PROPN crl-24914 255 12 , , PUNCT crl-24914 255 13 and and CCONJ crl-24914 255 14 kari kari PROPN crl-24914 255 15 anderson anderson PROPN crl-24914 255 16 , , PUNCT crl-24914 255 17 the the DET crl-24914 255 18 aim aim NOUN crl-24914 255 19 has have AUX crl-24914 255 20 been be AUX crl-24914 255 21 to to PART crl-24914 255 22 visualize visualize VERB crl-24914 255 23 and and CCONJ crl-24914 255 24 concretize concretize VERB crl-24914 255 25 one one NUM crl-24914 255 26 example example NOUN crl-24914 255 27 of of ADP crl-24914 255 28 how how SCONJ crl-24914 255 29 both both CCONJ crl-24914 255 30 a a DET crl-24914 255 31 team team NOUN crl-24914 255 32 providing provide VERB crl-24914 255 33 general general ADJ crl-24914 255 34 support support NOUN crl-24914 255 35 and and CCONJ crl-24914 255 36 a a DET crl-24914 255 37 data data NOUN crl-24914 255 38 steward steward NOUN crl-24914 255 39 working work VERB crl-24914 255 40 within within ADP crl-24914 255 41 a a DET crl-24914 255 42 research research NOUN crl-24914 255 43 group group NOUN crl-24914 255 44 can can AUX crl-24914 255 45 function function VERB crl-24914 255 46 . . PUNCT crl-24914 256 1 what what PRON crl-24914 256 2 is be AUX crl-24914 256 3 crucial crucial ADJ crl-24914 256 4 is be AUX crl-24914 256 5 that that SCONJ crl-24914 256 6 the the DET crl-24914 256 7 data data NOUN crl-24914 256 8 stewards steward NOUN crl-24914 256 9 have have VERB crl-24914 256 10 a a DET crl-24914 256 11 genuine genuine ADJ crl-24914 256 12 interest interest NOUN crl-24914 256 13 in in ADP crl-24914 256 14 contributing contribute VERB crl-24914 256 15 to to ADP crl-24914 256 16 research research NOUN crl-24914 256 17 and and CCONJ crl-24914 256 18 a a DET crl-24914 256 19 combination combination NOUN crl-24914 256 20 of of ADP crl-24914 256 21 the the DET crl-24914 256 22 right right ADJ crl-24914 256 23 soft soft ADJ crl-24914 256 24 skills skill NOUN crl-24914 256 25 and and CCONJ crl-24914 256 26 knowledge knowledge NOUN crl-24914 256 27 of of ADP crl-24914 256 28 research research NOUN crl-24914 256 29 along along ADP crl-24914 256 30 with with ADP crl-24914 256 31 technical technical ADJ crl-24914 256 32 , , PUNCT crl-24914 256 33 law law NOUN crl-24914 256 34 and and CCONJ crl-24914 256 35 policy policy NOUN crl-24914 256 36 , , PUNCT crl-24914 256 37 or or CCONJ crl-24914 256 38 archival archival NOUN crl-24914 256 39 skills skill NOUN crl-24914 256 40 . . PUNCT crl-24914 257 1 the the DET crl-24914 257 2 personas persona NOUN crl-24914 257 3 can can AUX crl-24914 257 4 be be AUX crl-24914 257 5 applied apply VERB crl-24914 257 6 both both CCONJ crl-24914 257 7 in in ADP crl-24914 257 8 the the DET crl-24914 257 9 development development NOUN crl-24914 257 10 of of ADP crl-24914 257 11 software software NOUN crl-24914 257 12 solutions solution NOUN crl-24914 257 13 and and CCONJ crl-24914 257 14 as as ADP crl-24914 257 15 inspiration inspiration NOUN crl-24914 257 16 when when SCONJ crl-24914 257 17 creating create VERB crl-24914 257 18 better well ADJ crl-24914 257 19 research research NOUN crl-24914 257 20 data datum NOUN crl-24914 257 21 support support NOUN crl-24914 257 22 at at ADP crl-24914 257 23 the the DET crl-24914 257 24 institutions institution NOUN crl-24914 257 25 . . PUNCT crl-24914 258 1 conclusion conclusion VERB crl-24914 258 2 the the DET crl-24914 258 3 findings finding NOUN crl-24914 258 4 from from ADP crl-24914 258 5 this this DET crl-24914 258 6 study study NOUN crl-24914 258 7 show show VERB crl-24914 258 8 that that DET crl-24914 258 9 outreach outreach NOUN crl-24914 258 10 , , PUNCT crl-24914 258 11 education education NOUN crl-24914 258 12 , , PUNCT crl-24914 258 13 and and CCONJ crl-24914 258 14 problem problem NOUN crl-24914 258 15 solving solving NOUN crl-24914 258 16 are be AUX crl-24914 258 17 only only ADV crl-24914 258 18 some some PRON crl-24914 258 19 of of ADP crl-24914 258 20 the the DET crl-24914 258 21 keys key NOUN crl-24914 258 22 to to ADP crl-24914 258 23 the the DET crl-24914 258 24 creation creation NOUN crl-24914 258 25 of of ADP crl-24914 258 26 a a DET crl-24914 258 27 functional functional ADJ crl-24914 258 28 service service NOUN crl-24914 258 29 for for ADP crl-24914 258 30 data datum NOUN crl-24914 258 31 management management NOUN crl-24914 258 32 . . PUNCT crl-24914 259 1 there there PRON crl-24914 259 2 are be VERB crl-24914 259 3 several several ADJ crl-24914 259 4 concerns concern NOUN crl-24914 259 5 that that PRON crl-24914 259 6 must must AUX crl-24914 259 7 be be AUX crl-24914 259 8 taken take VERB crl-24914 259 9 into into ADP crl-24914 259 10 account account NOUN crl-24914 259 11 as as SCONJ crl-24914 259 12 a a DET crl-24914 259 13 service service NOUN crl-24914 259 14 is be AUX crl-24914 259 15 developed develop VERB crl-24914 259 16 . . PUNCT crl-24914 260 1 four four NUM crl-24914 260 2 primary primary ADJ crl-24914 260 3 challenges challenge NOUN crl-24914 260 4 for for ADP crl-24914 260 5 providing provide VERB crl-24914 260 6 data datum NOUN crl-24914 260 7 stewardship stewardship NOUN crl-24914 260 8 at at ADP crl-24914 260 9 universities university NOUN crl-24914 260 10 are be AUX crl-24914 260 11 identified identify VERB crl-24914 260 12 : : PUNCT crl-24914 260 13 • • NUM crl-24914 260 14 placement placement NOUN crl-24914 260 15 of of ADP crl-24914 260 16 responsibility responsibility NOUN crl-24914 260 17 : : PUNCT crl-24914 260 18 researchers researcher NOUN crl-24914 260 19 must must AUX crl-24914 260 20 retain retain VERB crl-24914 260 21 their their PRON crl-24914 260 22 responsibility responsibility NOUN crl-24914 260 23 for for ADP crl-24914 260 24 data datum NOUN crl-24914 260 25 throughout throughout ADP crl-24914 260 26 the the DET crl-24914 260 27 research research NOUN crl-24914 260 28 cycle cycle NOUN crl-24914 260 29 . . PUNCT crl-24914 261 1 when when SCONJ crl-24914 261 2 depositing deposit VERB crl-24914 261 3 to to ADP crl-24914 261 4 a a DET crl-24914 261 5 data data NOUN crl-24914 261 6 archive archive NOUN crl-24914 261 7 , , PUNCT crl-24914 261 8 responsibility responsibility NOUN crl-24914 261 9 can can AUX crl-24914 261 10 be be AUX crl-24914 261 11 transferred transfer VERB crl-24914 261 12 if if SCONJ crl-24914 261 13 the the DET crl-24914 261 14 selected select VERB crl-24914 261 15 archive archive NOUN crl-24914 261 16 offers offer VERB crl-24914 261 17 curation curation NOUN crl-24914 261 18 services service NOUN crl-24914 261 19 . . PUNCT crl-24914 262 1 • • ADJ crl-24914 262 2 communication communication NOUN crl-24914 262 3 : : PUNCT crl-24914 262 4 lines line NOUN crl-24914 262 5 of of ADP crl-24914 262 6 communication communication NOUN crl-24914 262 7 between between ADP crl-24914 262 8 support support NOUN crl-24914 262 9 levels level NOUN crl-24914 262 10 must must AUX crl-24914 262 11 be be AUX crl-24914 262 12 established establish VERB crl-24914 262 13 to to PART crl-24914 262 14 avoid avoid VERB crl-24914 262 15 closed close VERB crl-24914 262 16 subcultures subculture NOUN crl-24914 262 17 and and CCONJ crl-24914 262 18 to to PART crl-24914 262 19 exchange exchange VERB crl-24914 262 20 best good ADJ crl-24914 262 21 practices practice NOUN crl-24914 262 22 between between ADP crl-24914 262 23 domains domain NOUN crl-24914 262 24 . . PUNCT crl-24914 263 1 • • ADJ crl-24914 263 2 knowledge knowledge NOUN crl-24914 263 3 of of ADP crl-24914 263 4 data datum NOUN crl-24914 263 5 and and CCONJ crl-24914 263 6 methods method NOUN crl-24914 263 7 : : PUNCT crl-24914 263 8 there there PRON crl-24914 263 9 is be VERB crl-24914 263 10 a a DET crl-24914 263 11 need need NOUN crl-24914 263 12 for for ADP crl-24914 263 13 local local ADJ crl-24914 263 14 and and CCONJ crl-24914 263 15 specialized specialized ADJ crl-24914 263 16 expertise expertise NOUN crl-24914 263 17 within within ADP crl-24914 263 18 an an DET crl-24914 263 19 increasing increase VERB crl-24914 263 20 number number NOUN crl-24914 263 21 of of ADP crl-24914 263 22 domains domain NOUN crl-24914 263 23 . . PUNCT crl-24914 264 1 it it PRON crl-24914 264 2 is be AUX crl-24914 264 3 necessary necessary ADJ crl-24914 264 4 to to PART crl-24914 264 5 find find VERB crl-24914 264 6 the the DET crl-24914 264 7 appropriate appropriate ADJ crl-24914 264 8 degree degree NOUN crl-24914 264 9 of of ADP crl-24914 264 10 disciplinary disciplinary ADJ crl-24914 264 11 knowledge knowledge NOUN crl-24914 264 12 to to PART crl-24914 264 13 provide provide VERB crl-24914 264 14 support support NOUN crl-24914 264 15 . . PUNCT crl-24914 265 1 knowledge knowledge NOUN crl-24914 265 2 of of ADP crl-24914 265 3 research research NOUN crl-24914 265 4 is be AUX crl-24914 265 5 essential essential ADJ crl-24914 265 6 ; ; PUNCT crl-24914 265 7 however however ADV crl-24914 265 8 , , PUNCT crl-24914 265 9 the the DET crl-24914 265 10 researchers researcher NOUN crl-24914 265 11 are be AUX crl-24914 265 12 responsible responsible ADJ crl-24914 265 13 for for ADP crl-24914 265 14 data data NOUN crl-24914 265 15 management management NOUN crl-24914 265 16 in in ADP crl-24914 265 17 their their PRON crl-24914 265 18 projects project NOUN crl-24914 265 19 . . PUNCT crl-24914 266 1 • • PROPN crl-24914 266 2 joint joint ADJ crl-24914 266 3 research research NOUN crl-24914 266 4 support support NOUN crl-24914 266 5 effort effort NOUN crl-24914 266 6 : : PUNCT crl-24914 266 7 research research NOUN crl-24914 266 8 data datum NOUN crl-24914 266 9 management management NOUN crl-24914 266 10 requires require VERB crl-24914 266 11 several several ADJ crl-24914 266 12 different different ADJ crl-24914 266 13 types type NOUN crl-24914 266 14 of of ADP crl-24914 266 15 expertise expertise NOUN crl-24914 266 16 that that PRON crl-24914 266 17 traditionally traditionally ADV crl-24914 266 18 are be AUX crl-24914 266 19 spread spread VERB crl-24914 266 20 among among ADP crl-24914 266 21 different different ADJ crl-24914 266 22 research research NOUN crl-24914 266 23 support support NOUN crl-24914 266 24 departments department NOUN crl-24914 266 25 at at ADP crl-24914 266 26 universities university NOUN crl-24914 266 27 . . PUNCT crl-24914 267 1 the the DET crl-24914 267 2 creation creation NOUN crl-24914 267 3 of of ADP crl-24914 267 4 a a DET crl-24914 267 5 general general ADJ crl-24914 267 6 research research NOUN crl-24914 267 7 data datum NOUN crl-24914 267 8 support support NOUN crl-24914 267 9 team team NOUN crl-24914 267 10 or or CCONJ crl-24914 267 11 center center VERB crl-24914 267 12 with with ADP crl-24914 267 13 connection connection NOUN crl-24914 267 14 to to ADP crl-24914 267 15 the the DET crl-24914 267 16 research research NOUN crl-24914 267 17 office office NOUN crl-24914 267 18 , , PUNCT crl-24914 267 19 it it PRON crl-24914 267 20 , , PUNCT crl-24914 267 21 and and CCONJ crl-24914 267 22 the the DET crl-24914 267 23 library library NOUN crl-24914 267 24 is be AUX crl-24914 267 25 crucial crucial ADJ crl-24914 267 26 to to PART crl-24914 267 27 cover cover VERB crl-24914 267 28 all all DET crl-24914 267 29 aspects aspect NOUN crl-24914 267 30 of of ADP crl-24914 267 31 data datum NOUN crl-24914 267 32 management management NOUN crl-24914 267 33 . . PUNCT crl-24914 268 1 one one NUM crl-24914 268 2 solution solution NOUN crl-24914 268 3 can can AUX crl-24914 268 4 never never ADV crl-24914 268 5 fit fit VERB crl-24914 268 6 all all PRON crl-24914 268 7 , , PUNCT crl-24914 268 8 and and CCONJ crl-24914 268 9 , , PUNCT crl-24914 268 10 while while SCONJ crl-24914 268 11 a a DET crl-24914 268 12 general general ADJ crl-24914 268 13 team team NOUN crl-24914 268 14 will will AUX crl-24914 268 15 be be AUX crl-24914 268 16 able able ADJ crl-24914 268 17 to to PART crl-24914 268 18 solve solve VERB crl-24914 268 19 and and CCONJ crl-24914 268 20 support support VERB crl-24914 268 21 a a DET crl-24914 268 22 wide wide ADJ crl-24914 268 23 range range NOUN crl-24914 268 24 of of ADP crl-24914 268 25 issues issue NOUN crl-24914 268 26 , , PUNCT crl-24914 268 27 many many ADJ crl-24914 268 28 larger large ADJ crl-24914 268 29 research research NOUN crl-24914 268 30 communities community NOUN crl-24914 268 31 need need VERB crl-24914 268 32 dedicated dedicated ADJ crl-24914 268 33 staff staff NOUN crl-24914 268 34 with with ADP crl-24914 268 35 specific specific ADJ crl-24914 268 36 knowledge knowledge NOUN crl-24914 268 37 of of ADP crl-24914 268 38 the the DET crl-24914 268 39 issues issue NOUN crl-24914 268 40 and and CCONJ crl-24914 268 41 concerns concern NOUN crl-24914 268 42 that that PRON crl-24914 268 43 are be AUX crl-24914 268 44 relevant relevant ADJ crl-24914 268 45 for for ADP crl-24914 268 46 their their PRON crl-24914 268 47 research research NOUN crl-24914 268 48 data datum NOUN crl-24914 268 49 . . PUNCT crl-24914 269 1 while while SCONJ crl-24914 269 2 data data NOUN crl-24914 269 3 management management NOUN crl-24914 269 4 is be AUX crl-24914 269 5 gradually gradually ADV crl-24914 269 6 becoming become VERB crl-24914 269 7 current current ADJ crl-24914 269 8 practice practice NOUN crl-24914 269 9 within within ADP crl-24914 269 10 several several ADJ crl-24914 269 11 data data NOUN crl-24914 269 12 - - PUNCT crl-24914 269 13 intensive intensive ADJ crl-24914 269 14 communities community NOUN crl-24914 269 15 , , PUNCT crl-24914 269 16 it it PRON crl-24914 269 17 is be AUX crl-24914 269 18 also also ADV crl-24914 269 19 needed need VERB crl-24914 269 20 among among ADP crl-24914 269 21 researchers researcher NOUN crl-24914 269 22 producing produce VERB crl-24914 269 23 and and CCONJ crl-24914 269 24 collecting collect VERB crl-24914 269 25 small small ADJ crl-24914 269 26 heterogeneous heterogeneous ADJ crl-24914 269 27 datasets dataset NOUN crl-24914 269 28 , , PUNCT crl-24914 269 29 referred refer VERB crl-24914 269 30 to to ADP crl-24914 269 31 as as SCONJ crl-24914 269 32 the the DET crl-24914 269 33 long long ADJ crl-24914 269 34 tail tail NOUN crl-24914 269 35 of of ADP crl-24914 269 36 research research NOUN crl-24914 269 37 data;50 data;50 PROPN crl-24914 269 38 a a DET crl-24914 269 39 research research NOUN crl-24914 269 40 data datum NOUN crl-24914 269 41 support support NOUN crl-24914 269 42 center center NOUN crl-24914 269 43 is be AUX crl-24914 269 44 an an DET crl-24914 269 45 attempt attempt NOUN crl-24914 269 46 to to PART crl-24914 269 47 resolve resolve VERB crl-24914 269 48 this this PRON crl-24914 269 49 . . PUNCT crl-24914 270 1 a a DET crl-24914 270 2 general general ADJ crl-24914 270 3 team team NOUN crl-24914 270 4 will will AUX crl-24914 270 5 function function VERB crl-24914 270 6 as as ADP crl-24914 270 7 a a DET crl-24914 270 8 professional professional ADJ crl-24914 270 9 network network NOUN crl-24914 270 10 for for ADP crl-24914 270 11 disciplinespecific disciplinespecific ADJ crl-24914 270 12 research research NOUN crl-24914 270 13 data datum NOUN crl-24914 270 14 staff staff NOUN crl-24914 270 15 and and CCONJ crl-24914 270 16 could could AUX crl-24914 270 17 potentially potentially ADV crl-24914 270 18 assist assist VERB crl-24914 270 19 research research NOUN crl-24914 270 20 groups group NOUN crl-24914 270 21 in in ADP crl-24914 270 22 recruitment recruitment NOUN crl-24914 270 23 and and CCONJ crl-24914 270 24 transfer transfer NOUN crl-24914 270 25 of of ADP crl-24914 270 26 skills skill NOUN crl-24914 270 27 and and CCONJ crl-24914 270 28 knowledge knowledge NOUN crl-24914 270 29 across across ADP crl-24914 270 30 disciplinary disciplinary ADJ crl-24914 270 31 boundaries boundary NOUN crl-24914 270 32 . . PUNCT crl-24914 271 1 motivated motivate VERB crl-24914 271 2 by by ADP crl-24914 271 3 contributing contribute VERB crl-24914 271 4 to to ADP crl-24914 271 5 research research NOUN crl-24914 271 6 , , PUNCT crl-24914 271 7 data data NOUN crl-24914 271 8 stewards steward NOUN crl-24914 271 9 can can AUX crl-24914 271 10 be be AUX crl-24914 271 11 recruited recruit VERB crl-24914 271 12 among among ADP crl-24914 271 13 both both DET crl-24914 271 14 graduate graduate NOUN crl-24914 271 15 students student NOUN crl-24914 271 16 and and CCONJ crl-24914 271 17 researchers researcher NOUN crl-24914 271 18 ; ; PUNCT crl-24914 271 19 however however ADV crl-24914 271 20 , , PUNCT crl-24914 271 21 understanding understanding NOUN crl-24914 271 22 of of ADP crl-24914 271 23 research research NOUN crl-24914 271 24 and and CCONJ crl-24914 271 25 research research NOUN crl-24914 271 26 methods method NOUN crl-24914 271 27 is be AUX crl-24914 271 28 important important ADJ crl-24914 271 29 . . PUNCT crl-24914 272 1 348 348 NUM crl-24914 272 2 college college PROPN crl-24914 272 3 & & CCONJ crl-24914 272 4 research research PROPN crl-24914 272 5 libraries library NOUN crl-24914 272 6 may may AUX crl-24914 272 7 2021 2021 NUM crl-24914 272 8 appendix appendix ADJ crl-24914 272 9 questions question NOUN crl-24914 272 10 describing describe VERB crl-24914 272 11 the the DET crl-24914 272 12 data datum NOUN crl-24914 272 13 steward steward NOUN crl-24914 272 14 in in ADP crl-24914 272 15 the the DET crl-24914 272 16 survey survey NOUN crl-24914 272 17 . . PUNCT crl-24914 273 1 your your PRON crl-24914 273 2 ideal ideal ADJ crl-24914 273 3 data datum NOUN crl-24914 273 4 person person NOUN crl-24914 273 5 in in ADP crl-24914 273 6 several several ADJ crl-24914 273 7 interviews interview NOUN crl-24914 273 8 the the DET crl-24914 273 9 need need NOUN crl-24914 273 10 for for ADP crl-24914 273 11 a a DET crl-24914 273 12 data data NOUN crl-24914 273 13 person person NOUN crl-24914 273 14 of of ADP crl-24914 273 15 some some DET crl-24914 273 16 kind kind NOUN crl-24914 273 17 ( ( PUNCT crl-24914 273 18 data datum NOUN crl-24914 273 19 steward steward NOUN crl-24914 273 20 , , PUNCT crl-24914 273 21 data datum NOUN crl-24914 273 22 curator curator NOUN crl-24914 273 23 , , PUNCT crl-24914 273 24 data datum NOUN crl-24914 273 25 scientist scientist PROPN crl-24914 273 26 , , PUNCT crl-24914 273 27 data datum NOUN crl-24914 273 28 librarian librarian PROPN crl-24914 273 29 , , PUNCT crl-24914 273 30 “ " PUNCT crl-24914 273 31 datarøkter datarøkter NOUN crl-24914 273 32 ” " PUNCT crl-24914 273 33 ) ) PUNCT crl-24914 273 34 was be AUX crl-24914 273 35 mentioned mention VERB crl-24914 273 36 . . PUNCT crl-24914 274 1 to to PART crl-24914 274 2 get get VERB crl-24914 274 3 a a DET crl-24914 274 4 better well ADJ crl-24914 274 5 understanding understanding NOUN crl-24914 274 6 of of ADP crl-24914 274 7 who who PRON crl-24914 274 8 this this PRON crl-24914 274 9 is be AUX crl-24914 274 10 or or CCONJ crl-24914 274 11 could could AUX crl-24914 274 12 be be AUX crl-24914 274 13 , , PUNCT crl-24914 274 14 i i PRON crl-24914 274 15 would would AUX crl-24914 274 16 like like VERB crl-24914 274 17 you you PRON crl-24914 274 18 to to PART crl-24914 274 19 spend spend VERB crl-24914 274 20 some some DET crl-24914 274 21 minutes minute NOUN crl-24914 274 22 creating create VERB crl-24914 274 23 an an DET crl-24914 274 24 image image NOUN crl-24914 274 25 of of ADP crl-24914 274 26 an an DET crl-24914 274 27 ideal ideal ADJ crl-24914 274 28 person person NOUN crl-24914 274 29 . . PUNCT crl-24914 275 1 i i PRON crl-24914 275 2 am be AUX crl-24914 275 3 here here ADV crl-24914 275 4 asking ask VERB crl-24914 275 5 you you PRON crl-24914 275 6 to to PART crl-24914 275 7 create create VERB crl-24914 275 8 an an DET crl-24914 275 9 imaginary imaginary ADJ crl-24914 275 10 character character NOUN crl-24914 275 11 so so ADV crl-24914 275 12 please please INTJ crl-24914 275 13 use use VERB crl-24914 275 14 your your PRON crl-24914 275 15 imagination imagination NOUN crl-24914 275 16 . . PUNCT crl-24914 276 1 a. a. NOUN crl-24914 276 2 position position PROPN crl-24914 276 3 / / SYM crl-24914 276 4 job job NOUN crl-24914 276 5 title title NOUN crl-24914 276 6 if if SCONJ crl-24914 276 7 you you PRON crl-24914 276 8 do do AUX crl-24914 276 9 not not PART crl-24914 276 10 see see VERB crl-24914 276 11 the the DET crl-24914 276 12 need need NOUN crl-24914 276 13 for for ADP crl-24914 276 14 such such DET crl-24914 276 15 a a DET crl-24914 276 16 position position NOUN crl-24914 276 17 , , PUNCT crl-24914 276 18 please please INTJ crl-24914 276 19 give give VERB crl-24914 276 20 a a DET crl-24914 276 21 short short ADJ crl-24914 276 22 explanation explanation NOUN crl-24914 276 23 on on ADP crl-24914 276 24 why why SCONJ crl-24914 276 25 there there PRON crl-24914 276 26 is be VERB crl-24914 276 27 no no DET crl-24914 276 28 need need NOUN crl-24914 276 29 for for ADP crl-24914 276 30 this this PRON crl-24914 276 31 . . PUNCT crl-24914 277 1 b. b. PROPN crl-24914 277 2 name name PROPN crl-24914 277 3 c. c. PROPN crl-24914 277 4 workplace workplace PROPN crl-24914 277 5 : : PUNCT crl-24914 277 6 where where SCONJ crl-24914 277 7 does do AUX crl-24914 277 8 this this DET crl-24914 277 9 person person NOUN crl-24914 277 10 work work VERB crl-24914 277 11 and and CCONJ crl-24914 277 12 who who PRON crl-24914 277 13 are be AUX crl-24914 277 14 they they PRON crl-24914 277 15 employed employ VERB crl-24914 277 16 by by ADP crl-24914 277 17 ? ? PUNCT crl-24914 278 1 d. d. PROPN crl-24914 278 2 background background PROPN crl-24914 278 3 : : PUNCT crl-24914 278 4 please please INTJ crl-24914 278 5 give give VERB crl-24914 278 6 a a DET crl-24914 278 7 brief brief ADJ crl-24914 278 8 description description NOUN crl-24914 278 9 of of ADP crl-24914 278 10 work work NOUN crl-24914 278 11 experience experience NOUN crl-24914 278 12 and and CCONJ crl-24914 278 13 educational educational ADJ crl-24914 278 14 background background NOUN crl-24914 278 15 . . PUNCT crl-24914 279 1 e. e. PROPN crl-24914 279 2 bio bio PROPN crl-24914 279 3 : : PUNCT crl-24914 279 4 please please INTJ crl-24914 279 5 provide provide VERB crl-24914 279 6 a a DET crl-24914 279 7 short short ADJ crl-24914 279 8 description description NOUN crl-24914 279 9 of of ADP crl-24914 279 10 who who PRON crl-24914 279 11 this this DET crl-24914 279 12 person person NOUN crl-24914 279 13 is be AUX crl-24914 279 14 . . PUNCT crl-24914 280 1 f. f. PROPN crl-24914 280 2 skills skills PROPN crl-24914 280 3 : : PUNCT crl-24914 280 4 please please INTJ crl-24914 280 5 add add VERB crl-24914 280 6 a a DET crl-24914 280 7 minimum minimum NOUN crl-24914 280 8 of of ADP crl-24914 280 9 three three NUM crl-24914 280 10 words word NOUN crl-24914 280 11 describing describe VERB crl-24914 280 12 what what PRON crl-24914 280 13 this this DET crl-24914 280 14 person person NOUN crl-24914 280 15 is be AUX crl-24914 280 16 particularly particularly ADV crl-24914 280 17 good good ADJ crl-24914 280 18 at at ADP crl-24914 280 19 . . PUNCT crl-24914 281 1 g. g. PROPN crl-24914 281 2 motivations motivations PROPN crl-24914 281 3 : : PUNCT crl-24914 281 4 please please INTJ crl-24914 281 5 describe describe VERB crl-24914 281 6 what what PRON crl-24914 281 7 makes make VERB crl-24914 281 8 this this DET crl-24914 281 9 person person NOUN crl-24914 281 10 enjoy enjoy VERB crl-24914 281 11 their their PRON crl-24914 281 12 work work NOUN crl-24914 281 13 . . PUNCT crl-24914 282 1 h. h. PROPN crl-24914 282 2 other other ADJ crl-24914 282 3 things thing NOUN crl-24914 282 4 : : PUNCT crl-24914 282 5 feel feel VERB crl-24914 282 6 free free ADJ crl-24914 282 7 to to PART crl-24914 282 8 add add VERB crl-24914 282 9 additional additional ADJ crl-24914 282 10 information information NOUN crl-24914 282 11 about about ADP crl-24914 282 12 this this DET crl-24914 282 13 person person NOUN crl-24914 282 14 . . PUNCT crl-24914 283 1 notes note NOUN crl-24914 283 2 1 1 NUM crl-24914 283 3 . . PUNCT crl-24914 283 4 robert robert PROPN crl-24914 283 5 king king PROPN crl-24914 283 6 merton merton PROPN crl-24914 283 7 , , PUNCT crl-24914 283 8 the the DET crl-24914 283 9 sociology sociology NOUN crl-24914 283 10 of of ADP crl-24914 283 11 science science NOUN crl-24914 283 12 : : PUNCT crl-24914 283 13 theoretical theoretical ADJ crl-24914 283 14 and and CCONJ crl-24914 283 15 empirical empirical ADJ crl-24914 283 16 investigations investigation NOUN crl-24914 283 17 ( ( PUNCT crl-24914 283 18 chicago chicago PROPN crl-24914 283 19 , , PUNCT crl-24914 283 20 il il PROPN crl-24914 283 21 : : PUNCT crl-24914 283 22 university university PROPN crl-24914 283 23 of of ADP crl-24914 283 24 chicago chicago PROPN crl-24914 283 25 press press PROPN crl-24914 283 26 , , PUNCT crl-24914 283 27 1973 1973 NUM crl-24914 283 28 ) ) PUNCT crl-24914 283 29 . . PUNCT crl-24914 284 1 2 2 X crl-24914 284 2 . . PROPN crl-24914 284 3 christine christine PROPN crl-24914 284 4 l. l. PROPN crl-24914 284 5 borgman borgman PROPN crl-24914 284 6 , , PUNCT crl-24914 284 7 big big ADJ crl-24914 284 8 data datum NOUN crl-24914 284 9 , , PUNCT crl-24914 284 10 little little ADJ crl-24914 284 11 data datum NOUN crl-24914 284 12 , , PUNCT crl-24914 284 13 no no DET crl-24914 284 14 data data NOUN crl-24914 284 15 : : PUNCT crl-24914 284 16 scholarship scholarship NOUN crl-24914 284 17 in in ADP crl-24914 284 18 the the DET crl-24914 284 19 networked networked ADJ crl-24914 284 20 world world NOUN crl-24914 284 21 ( ( PUNCT crl-24914 284 22 cambridge cambridge PROPN crl-24914 284 23 , , PUNCT crl-24914 284 24 ma ma PROPN crl-24914 284 25 : : PUNCT crl-24914 284 26 mit mit VERB crl-24914 284 27 press press NOUN crl-24914 284 28 , , PUNCT crl-24914 284 29 2015 2015 NUM crl-24914 284 30 ) ) PUNCT crl-24914 284 31 ; ; PUNCT crl-24914 284 32 peter peter PROPN crl-24914 284 33 t. t. PROPN crl-24914 284 34 darch darch PROPN crl-24914 284 35 , , PUNCT crl-24914 284 36 “ " PUNCT crl-24914 284 37 limits limit NOUN crl-24914 284 38 to to ADP crl-24914 284 39 the the DET crl-24914 284 40 pursuit pursuit NOUN crl-24914 284 41 of of ADP crl-24914 284 42 reproducibility reproducibility NOUN crl-24914 284 43 : : PUNCT crl-24914 284 44 emergent emergent ADJ crl-24914 284 45 data data NOUN crl-24914 284 46 - - PUNCT crl-24914 284 47 scarce scarce NOUN crl-24914 284 48 domains domain NOUN crl-24914 284 49 of of ADP crl-24914 284 50 science science NOUN crl-24914 284 51 , , PUNCT crl-24914 284 52 ” " PUNCT crl-24914 284 53 in in ADP crl-24914 284 54 transforming transform VERB crl-24914 284 55 digital digital ADJ crl-24914 284 56 worlds world NOUN crl-24914 284 57 , , PUNCT crl-24914 284 58 eds ed NOUN crl-24914 284 59 . . PUNCT crl-24914 285 1 gobinda gobinda PROPN crl-24914 285 2 chowdhury chowdhury VERB crl-24914 285 3 et et PROPN crl-24914 285 4 al al PROPN crl-24914 285 5 . . PROPN crl-24914 285 6 , , PUNCT crl-24914 285 7 vol vol PROPN crl-24914 285 8 . . PUNCT crl-24914 285 9 10766 10766 NUM crl-24914 285 10 ( ( PUNCT crl-24914 285 11 cham cham PROPN crl-24914 285 12 , , PUNCT crl-24914 285 13 switzerland switzerland PROPN crl-24914 285 14 : : PUNCT crl-24914 285 15 springer springer PROPN crl-24914 285 16 international international ADJ crl-24914 285 17 publishing publishing NOUN crl-24914 285 18 , , PUNCT crl-24914 285 19 2018 2018 NUM crl-24914 285 20 ) ) PUNCT crl-24914 285 21 , , PUNCT crl-24914 285 22 164–74 164–74 PROPN crl-24914 285 23 , , PUNCT crl-24914 285 24 https://doi.org/10.1007/978-3-319-78105-1_21 https://doi.org/10.1007/978-3-319-78105-1_21 PROPN crl-24914 285 25 . . PUNCT crl-24914 286 1 3 3 X crl-24914 286 2 . . X crl-24914 286 3 rob rob PROPN crl-24914 286 4 kitchin kitchin PROPN crl-24914 286 5 , , PUNCT crl-24914 286 6 the the DET crl-24914 286 7 data datum NOUN crl-24914 286 8 revolution revolution NOUN crl-24914 286 9 : : PUNCT crl-24914 286 10 big big ADJ crl-24914 286 11 data datum NOUN crl-24914 286 12 , , PUNCT crl-24914 286 13 open open ADJ crl-24914 286 14 data datum NOUN crl-24914 286 15 , , PUNCT crl-24914 286 16 data datum NOUN crl-24914 286 17 infrastructures infrastructure NOUN crl-24914 286 18 and and CCONJ crl-24914 286 19 their their PRON crl-24914 286 20 consequences consequence NOUN crl-24914 286 21 ( ( PUNCT crl-24914 286 22 los los PROPN crl-24914 286 23 angeles angeles PROPN crl-24914 286 24 , , PUNCT crl-24914 286 25 ca ca AUX crl-24914 286 26 : : PUNCT crl-24914 286 27 sage sage VERB crl-24914 286 28 publishing publishing NOUN crl-24914 286 29 , , PUNCT crl-24914 286 30 2014 2014 NUM crl-24914 286 31 ) ) PUNCT crl-24914 286 32 . . PUNCT crl-24914 287 1 4 4 X crl-24914 287 2 . . X crl-24914 287 3 alma alma PROPN crl-24914 287 4 swan swan PROPN crl-24914 287 5 and and CCONJ crl-24914 287 6 sheridan sheridan PROPN crl-24914 287 7 brown brown PROPN crl-24914 287 8 , , PUNCT crl-24914 287 9 “ " PUNCT crl-24914 287 10 the the DET crl-24914 287 11 skills skill NOUN crl-24914 287 12 , , PUNCT crl-24914 287 13 role role NOUN crl-24914 287 14 and and CCONJ crl-24914 287 15 career career NOUN crl-24914 287 16 structure structure NOUN crl-24914 287 17 of of ADP crl-24914 287 18 data data NOUN crl-24914 287 19 scientists scientist NOUN crl-24914 287 20 and and CCONJ crl-24914 287 21 curators curator NOUN crl-24914 287 22 : : PUNCT crl-24914 287 23 an an DET crl-24914 287 24 assessment assessment NOUN crl-24914 287 25 of of ADP crl-24914 287 26 current current ADJ crl-24914 287 27 practice practice NOUN crl-24914 287 28 and and CCONJ crl-24914 287 29 future future ADJ crl-24914 287 30 needs need NOUN crl-24914 287 31 , , PUNCT crl-24914 287 32 ” " PUNCT crl-24914 287 33 report report NOUN crl-24914 287 34 to to ADP crl-24914 287 35 the the DET crl-24914 287 36 jisc jisc PROPN crl-24914 287 37 ( ( PUNCT crl-24914 287 38 truro truro PROPN crl-24914 287 39 , , PUNCT crl-24914 287 40 uk uk PROPN crl-24914 287 41 : : PUNCT crl-24914 287 42 key key ADJ crl-24914 287 43 perspectives perspective NOUN crl-24914 287 44 ltd ltd PROPN crl-24914 287 45 , , PUNCT crl-24914 287 46 2008 2008 NUM crl-24914 287 47 ) ) PUNCT crl-24914 287 48 ; ; PUNCT crl-24914 287 49 robin robin NOUN crl-24914 287 50 rice rice NOUN crl-24914 287 51 , , PUNCT crl-24914 287 52 the the DET crl-24914 287 53 data data NOUN crl-24914 287 54 librarian librarian PROPN crl-24914 287 55 ’s ’s PART crl-24914 287 56 handbook handbook PROPN crl-24914 287 57 ( ( PUNCT crl-24914 287 58 london london PROPN crl-24914 287 59 , , PUNCT crl-24914 287 60 uk uk PROPN crl-24914 287 61 : : PUNCT crl-24914 287 62 facet facet PROPN crl-24914 287 63 , , PUNCT crl-24914 287 64 2016 2016 NUM crl-24914 287 65 ) ) PUNCT crl-24914 287 66 . . PUNCT crl-24914 288 1 5 5 X crl-24914 288 2 . . X crl-24914 288 3 kitchin kitchin PROPN crl-24914 288 4 , , PUNCT crl-24914 288 5 the the DET crl-24914 288 6 data datum NOUN crl-24914 288 7 revolution revolution NOUN crl-24914 288 8 . . PUNCT crl-24914 289 1 6 6 X crl-24914 289 2 . . PUNCT crl-24914 289 3 michael michael PROPN crl-24914 289 4 j. j. PROPN crl-24914 289 5 scroggins scroggins PROPN crl-24914 289 6 et et PROPN crl-24914 289 7 al al PROPN crl-24914 289 8 . . PROPN crl-24914 289 9 , , PUNCT crl-24914 289 10 “ " PUNCT crl-24914 289 11 thorny thorny ADJ crl-24914 289 12 problems problem NOUN crl-24914 289 13 in in ADP crl-24914 289 14 data datum NOUN crl-24914 289 15 ( ( PUNCT crl-24914 289 16 -intensive -intensive NOUN crl-24914 289 17 ) ) PUNCT crl-24914 289 18 science science NOUN crl-24914 289 19 , , PUNCT crl-24914 289 20 ” " PUNCT crl-24914 289 21 in in ADP crl-24914 289 22 publications publication NOUN crl-24914 289 23 ( ( PUNCT crl-24914 289 24 los los PROPN crl-24914 289 25 angeles angeles PROPN crl-24914 289 26 , , PUNCT crl-24914 289 27 ca ca PROPN crl-24914 289 28 : : PUNCT crl-24914 289 29 ucla ucla NOUN crl-24914 289 30 center center NOUN crl-24914 289 31 for for ADP crl-24914 289 32 knowledge knowledge NOUN crl-24914 289 33 infrastructures infrastructure NOUN crl-24914 289 34 , , PUNCT crl-24914 289 35 2019 2019 NUM crl-24914 289 36 ) ) PUNCT crl-24914 289 37 , , PUNCT crl-24914 289 38 https://escholarship.org/uc/item/31b1z69c https://escholarship.org/uc/item/31b1z69c PROPN crl-24914 289 39 ; ; PUNCT crl-24914 289 40 marta marta PROPN crl-24914 289 41 teperek teperek PROPN crl-24914 289 42 et et PROPN crl-24914 289 43 al al PROPN crl-24914 289 44 . . PROPN crl-24914 289 45 , , PUNCT crl-24914 289 46 “ " PUNCT crl-24914 289 47 data datum NOUN crl-24914 289 48 stewardship stewardship NOUN crl-24914 289 49 addressing address VERB crl-24914 289 50 disciplinary disciplinary ADJ crl-24914 289 51 data datum NOUN crl-24914 289 52 management management NOUN crl-24914 289 53 needs need NOUN crl-24914 289 54 , , PUNCT crl-24914 289 55 ” " PUNCT crl-24914 289 56 international international ADJ crl-24914 289 57 journal journal NOUN crl-24914 289 58 of of ADP crl-24914 289 59 digital digital ADJ crl-24914 289 60 curation curation NOUN crl-24914 289 61 13 13 NUM crl-24914 289 62 , , PUNCT crl-24914 289 63 no no NOUN crl-24914 289 64 . . NOUN crl-24914 289 65 1 1 NUM crl-24914 289 66 ( ( PUNCT crl-24914 289 67 december december PROPN crl-24914 289 68 27 27 NUM crl-24914 289 69 , , PUNCT crl-24914 289 70 2018 2018 NUM crl-24914 289 71 ): ): PUNCT crl-24914 289 72 141–49 141–49 NUM crl-24914 289 73 , , PUNCT crl-24914 289 74 https://doi.org/10.2218/ijdc.v13i1.604 https://doi.org/10.2218/ijdc.v13i1.604 NUM crl-24914 289 75 ; ; PUNCT crl-24914 289 76 german german ADJ crl-24914 289 77 council council NOUN crl-24914 289 78 for for ADP crl-24914 289 79 scientific scientific ADJ crl-24914 289 80 information information NOUN crl-24914 289 81 infrastructures infrastructure NOUN crl-24914 289 82 ( ( PUNCT crl-24914 289 83 rfii rfii NOUN crl-24914 289 84 ) ) PUNCT crl-24914 289 85 , , PUNCT crl-24914 289 86 “ " PUNCT crl-24914 289 87 digital digital ADJ crl-24914 289 88 competencies competency NOUN crl-24914 289 89 : : PUNCT crl-24914 289 90 urgently urgently ADV crl-24914 289 91 needed need VERB crl-24914 289 92 ! ! PUNCT crl-24914 290 1 recommendations recommendation NOUN crl-24914 290 2 on on ADP crl-24914 290 3 career career NOUN crl-24914 290 4 and and CCONJ crl-24914 290 5 training training NOUN crl-24914 290 6 prospects prospect NOUN crl-24914 290 7 for for ADP crl-24914 290 8 the the DET crl-24914 290 9 scientific scientific ADJ crl-24914 290 10 labour labour NOUN crl-24914 290 11 market market NOUN crl-24914 290 12 ” " PUNCT crl-24914 290 13 ( ( PUNCT crl-24914 290 14 göttingen göttingen PROPN crl-24914 290 15 , , PUNCT crl-24914 290 16 germany germany PROPN crl-24914 290 17 : : PUNCT crl-24914 290 18 german german ADJ crl-24914 290 19 council council NOUN crl-24914 290 20 for for ADP crl-24914 290 21 scientific scientific ADJ crl-24914 290 22 information information NOUN crl-24914 290 23 infrastructures infrastructure NOUN crl-24914 290 24 [ [ X crl-24914 290 25 rfii rfii NOUN crl-24914 290 26 ] ] X crl-24914 290 27 , , PUNCT crl-24914 290 28 2019 2019 NUM crl-24914 290 29 ) ) PUNCT crl-24914 290 30 , , PUNCT crl-24914 290 31 http://www.rfii.de/?p=4015 http://www.rfii.de/?p=4015 X crl-24914 290 32 . . PUNCT crl-24914 291 1 7 7 X crl-24914 291 2 . . PROPN crl-24914 291 3 german german ADJ crl-24914 291 4 council council PROPN crl-24914 291 5 for for ADP crl-24914 291 6 scientific scientific ADJ crl-24914 291 7 information information NOUN crl-24914 291 8 infrastructures infrastructure NOUN crl-24914 291 9 ( ( PUNCT crl-24914 291 10 rfii rfii NOUN crl-24914 291 11 ) ) PUNCT crl-24914 291 12 , , PUNCT crl-24914 291 13 “ " PUNCT crl-24914 291 14 digital digital ADJ crl-24914 291 15 competencies competency NOUN crl-24914 291 16 : : PUNCT crl-24914 291 17 urgently urgently ADV crl-24914 291 18 needed need VERB crl-24914 291 19 ! ! PUNCT crl-24914 291 20 ” " PUNCT crl-24914 291 21 ; ; PUNCT crl-24914 291 22 philipp philipp PROPN crl-24914 291 23 conzett conzett PROPN crl-24914 291 24 and and CCONJ crl-24914 291 25 lene lene PROPN crl-24914 291 26 østvand østvand PROPN crl-24914 291 27 , , PUNCT crl-24914 291 28 “ " PUNCT crl-24914 291 29 støttetenester støttetenester NOUN crl-24914 291 30 for for ADP crl-24914 291 31 forskingsdatahandtering forskingsdatahandtere VERB crl-24914 291 32 på på NOUN crl-24914 291 33 uit uit NOUN crl-24914 291 34 noregs noreg NOUN crl-24914 291 35 arktiske arktiske PROPN crl-24914 291 36 universitet universitet PROPN crl-24914 291 37 – – PUNCT crl-24914 291 38 erfaringar erfaringar NOUN crl-24914 291 39 og og X crl-24914 291 40 forslag forslag NOUN crl-24914 291 41 til til SCONJ crl-24914 291 42 beste beste PROPN crl-24914 291 43 praksis praksis NOUN crl-24914 291 44 , , PUNCT crl-24914 291 45 ” " PUNCT crl-24914 291 46 nordic nordic ADJ crl-24914 291 47 journal journal NOUN crl-24914 291 48 of of ADP crl-24914 291 49 information information NOUN crl-24914 291 50 literacy literacy NOUN crl-24914 291 51 in in ADP crl-24914 291 52 higher high ADJ crl-24914 291 53 education education NOUN crl-24914 291 54 10 10 NUM crl-24914 291 55 , , PUNCT crl-24914 291 56 no no NOUN crl-24914 291 57 . . NOUN crl-24914 291 58 1 1 NUM crl-24914 291 59 ( ( PUNCT crl-24914 291 60 may may AUX crl-24914 291 61 31 31 NUM crl-24914 291 62 , , PUNCT crl-24914 291 63 2018 2018 NUM crl-24914 291 64 ): ): PUNCT crl-24914 291 65 65–80 65–80 NUM crl-24914 291 66 , , PUNCT crl-24914 291 67 https://doi.org/10.15845/noril.v10i1.283 https://doi.org/10.15845/noril.v10i1.283 NUM crl-24914 291 68 . . PUNCT crl-24914 292 1 8 8 X crl-24914 292 2 . . PUNCT crl-24914 292 3 in in ADP crl-24914 292 4 europe europe PROPN crl-24914 292 5 and and CCONJ crl-24914 292 6 norway norway PROPN crl-24914 292 7 there there PRON crl-24914 292 8 is be VERB crl-24914 292 9 a a DET crl-24914 292 10 strong strong ADJ crl-24914 292 11 tradition tradition NOUN crl-24914 292 12 for for ADP crl-24914 292 13 national national ADJ crl-24914 292 14 custodians custodian NOUN crl-24914 292 15 of of ADP crl-24914 292 16 research research NOUN crl-24914 292 17 data datum NOUN crl-24914 292 18 ; ; PUNCT crl-24914 292 19 kristin kristin PROPN crl-24914 292 20 r. r. PROPN crl-24914 292 21 eschenfelder eschenfelder PROPN crl-24914 292 22 and and CCONJ crl-24914 292 23 kalpana kalpana PROPN crl-24914 292 24 shankar shankar PROPN crl-24914 292 25 , , PUNCT crl-24914 292 26 “ " PUNCT crl-24914 292 27 of of ADP crl-24914 292 28 seamlessness seamlessness NOUN crl-24914 292 29 and and CCONJ crl-24914 292 30 frictions friction NOUN crl-24914 292 31 : : PUNCT crl-24914 292 32 transborder transborder NOUN crl-24914 292 33 data data NOUN crl-24914 292 34 flows flow NOUN crl-24914 292 35 of of ADP crl-24914 292 36 european european ADJ crl-24914 292 37 and and CCONJ crl-24914 292 38 us us PROPN crl-24914 292 39 social social ADJ crl-24914 292 40 science science NOUN crl-24914 292 41 data datum NOUN crl-24914 292 42 , , PUNCT crl-24914 292 43 ” " PUNCT crl-24914 292 44 in in ADP crl-24914 292 45 sustainable sustainable ADJ crl-24914 292 46 digital digital ADJ crl-24914 292 47 communities community NOUN crl-24914 292 48 : : PUNCT crl-24914 292 49 15th 15th ADJ crl-24914 292 50 international international ADJ crl-24914 292 51 conference conference NOUN crl-24914 292 52 , , PUNCT crl-24914 292 53 iconference iconference NOUN crl-24914 292 54 2020 2020 NUM crl-24914 292 55 , , PUNCT crl-24914 292 56 boras boras PROPN crl-24914 292 57 , , PUNCT crl-24914 292 58 sweden sweden PROPN crl-24914 292 59 , , PUNCT crl-24914 292 60 march march PROPN crl-24914 292 61 23–26 23–26 NUM crl-24914 292 62 , , PUNCT crl-24914 292 63 2020 2020 NUM crl-24914 292 64 , , PUNCT crl-24914 292 65 proceedings proceeding NOUN crl-24914 292 66 , , PUNCT crl-24914 292 67 eds ed NOUN crl-24914 292 68 . . PUNCT crl-24914 293 1 anneli anneli ADJ crl-24914 293 2 sundqvist sundqvist PROPN crl-24914 293 3 et et PROPN crl-24914 293 4 al al PROPN crl-24914 293 5 . . PROPN crl-24914 293 6 , , PUNCT crl-24914 293 7 vol vol PROPN crl-24914 293 8 . . PROPN crl-24914 293 9 12051 12051 NUM crl-24914 293 10 , , PUNCT crl-24914 293 11 lecture lecture NOUN crl-24914 293 12 notes note NOUN crl-24914 293 13 in in ADP crl-24914 293 14 computer computer NOUN crl-24914 293 15 science science NOUN crl-24914 293 16 ( ( PUNCT crl-24914 293 17 cham cham PROPN crl-24914 293 18 , , PUNCT crl-24914 293 19 switzerland switzerland PROPN crl-24914 293 20 : : PUNCT crl-24914 293 21 springer springer PROPN crl-24914 293 22 international international ADJ crl-24914 293 23 publishing publishing NOUN crl-24914 293 24 , , PUNCT crl-24914 293 25 2020 2020 NUM crl-24914 293 26 ) ) PUNCT crl-24914 293 27 , , PUNCT crl-24914 293 28 695–702 695–702 NUM crl-24914 293 29 , , PUNCT crl-24914 293 30 https://doi.org/10.1007/978-3-030-43687-2 https://doi.org/10.1007/978-3-030-43687-2 PROPN crl-24914 293 31 . . PUNCT crl-24914 294 1 https://doi.org/10.1007/978-3-319-78105-1_21 https://doi.org/10.1007/978-3-319-78105-1_21 PROPN crl-24914 294 2 https://escholarship.org/uc/item/31b1z69c https://escholarship.org/uc/item/31b1z69c PROPN crl-24914 294 3 https://doi.org/10.2218/ijdc.v13i1.604 https://doi.org/10.2218/ijdc.v13i1.604 NOUN crl-24914 294 4 http://www.rfii.de/?p=4015 http://www.rfii.de/?p=4015 X crl-24914 294 5 https://doi.org/10.15845/noril.v10i1.283 https://doi.org/10.15845/noril.v10i1.283 X crl-24914 295 1 https://doi.org/10.1007/978-3-030-43687-2 https://doi.org/10.1007/978-3-030-43687-2 NOUN crl-24914 295 2 using use VERB crl-24914 295 3 personas persona NOUN crl-24914 295 4 to to PART crl-24914 295 5 visualize visualize VERB crl-24914 295 6 the the DET crl-24914 295 7 need need NOUN crl-24914 295 8 for for ADP crl-24914 295 9 data datum NOUN crl-24914 295 10 stewardship stewardship NOUN crl-24914 295 11 349 349 NUM crl-24914 295 12 9 9 NUM crl-24914 295 13 . . PROPN crl-24914 295 14 c. c. PROPN crl-24914 295 15 lewis lewis PROPN crl-24914 295 16 and and CCONJ crl-24914 295 17 j. j. PROPN crl-24914 295 18 contrino contrino PROPN crl-24914 295 19 , , PUNCT crl-24914 295 20 “ " PUNCT crl-24914 295 21 making make VERB crl-24914 295 22 the the DET crl-24914 295 23 invisible invisible ADJ crl-24914 295 24 visible visible ADJ crl-24914 295 25 : : PUNCT crl-24914 295 26 personas persona NOUN crl-24914 295 27 and and CCONJ crl-24914 295 28 mental mental ADJ crl-24914 295 29 models model NOUN crl-24914 295 30 of of ADP crl-24914 295 31 distance distance NOUN crl-24914 295 32 education education NOUN crl-24914 295 33 library library NOUN crl-24914 295 34 users user NOUN crl-24914 295 35 , , PUNCT crl-24914 295 36 ” " PUNCT crl-24914 295 37 journal journal PROPN crl-24914 295 38 of of ADP crl-24914 295 39 library library PROPN crl-24914 295 40 and and CCONJ crl-24914 295 41 information information NOUN crl-24914 295 42 services service NOUN crl-24914 295 43 in in ADP crl-24914 295 44 distance distance NOUN crl-24914 295 45 learning learn VERB crl-24914 295 46 10 10 NUM crl-24914 295 47 , , PUNCT crl-24914 295 48 no no NOUN crl-24914 295 49 . . NOUN crl-24914 295 50 1/2 1/2 NUM crl-24914 295 51 ( ( PUNCT crl-24914 295 52 2016 2016 NUM crl-24914 295 53 ): ): PUNCT crl-24914 295 54 15–29 15–29 NUM crl-24914 295 55 , , PUNCT crl-24914 295 56 https:// https:// NOUN crl-24914 295 57 doi.org/10.1080/1533290x.2016.1218813 doi.org/10.1080/1533290x.2016.1218813 PROPN crl-24914 295 58 . . PUNCT crl-24914 296 1 10 10 NUM crl-24914 296 2 . . PUNCT crl-24914 296 3 mark mark PROPN crl-24914 296 4 d. d. PROPN crl-24914 296 5 wilkinson wilkinson PROPN crl-24914 296 6 et et PROPN crl-24914 297 1 al al PROPN crl-24914 297 2 . . PROPN crl-24914 297 3 , , PUNCT crl-24914 297 4 “ " PUNCT crl-24914 297 5 the the DET crl-24914 297 6 fair fair ADJ crl-24914 297 7 guiding guide VERB crl-24914 297 8 principles principle NOUN crl-24914 297 9 for for ADP crl-24914 297 10 scientific scientific ADJ crl-24914 297 11 data datum NOUN crl-24914 297 12 management management NOUN crl-24914 297 13 and and CCONJ crl-24914 297 14 stewardship stewardship NOUN crl-24914 297 15 , , PUNCT crl-24914 297 16 ” " PUNCT crl-24914 297 17 scientific scientific ADJ crl-24914 297 18 data datum NOUN crl-24914 297 19 3 3 NUM crl-24914 297 20 ( ( PUNCT crl-24914 297 21 march march PROPN crl-24914 297 22 15 15 NUM crl-24914 297 23 , , PUNCT crl-24914 297 24 2016 2016 NUM crl-24914 297 25 ): ): PUNCT crl-24914 297 26 160018 160018 NUM crl-24914 297 27 , , PUNCT crl-24914 297 28 https://doi.org/10.1038/sdata.2016.18 https://doi.org/10.1038/sdata.2016.18 NOUN crl-24914 297 29 ; ; PUNCT crl-24914 297 30 sara sara PROPN crl-24914 297 31 rosenbaum rosenbaum PROPN crl-24914 297 32 , , PUNCT crl-24914 297 33 “ " PUNCT crl-24914 297 34 data data NOUN crl-24914 297 35 governance governance NOUN crl-24914 297 36 and and CCONJ crl-24914 297 37 stewardship stewardship NOUN crl-24914 297 38 : : PUNCT crl-24914 297 39 designing design VERB crl-24914 297 40 data datum NOUN crl-24914 297 41 stewardship stewardship NOUN crl-24914 297 42 entities entity NOUN crl-24914 297 43 and and CCONJ crl-24914 297 44 advancing advance VERB crl-24914 297 45 data data NOUN crl-24914 297 46 access access NOUN crl-24914 297 47 : : PUNCT crl-24914 297 48 data data NOUN crl-24914 297 49 governance governance NOUN crl-24914 297 50 and and CCONJ crl-24914 297 51 stewardship stewardship NOUN crl-24914 297 52 , , PUNCT crl-24914 297 53 ” " PUNCT crl-24914 297 54 health health NOUN crl-24914 297 55 services service NOUN crl-24914 297 56 research research NOUN crl-24914 297 57 45 45 NUM crl-24914 297 58 , , PUNCT crl-24914 297 59 no no INTJ crl-24914 297 60 . . NOUN crl-24914 297 61 5p2 5p2 NUM crl-24914 297 62 ( ( PUNCT crl-24914 297 63 2010 2010 NUM crl-24914 297 64 ): ): PUNCT crl-24914 297 65 1442–55 1442–55 NUM crl-24914 297 66 , , PUNCT crl-24914 297 67 https://doi.org/10.1111/j.1475-6773.2010.01140.x https://doi.org/10.1111/j.1475-6773.2010.01140.x SPACE crl-24914 297 68 ; ; PUNCT crl-24914 297 69 swan swan PROPN crl-24914 297 70 and and CCONJ crl-24914 297 71 brown brown PROPN crl-24914 297 72 , , PUNCT crl-24914 297 73 “ " PUNCT crl-24914 297 74 the the DET crl-24914 297 75 skills skill NOUN crl-24914 297 76 , , PUNCT crl-24914 297 77 role role NOUN crl-24914 297 78 and and CCONJ crl-24914 297 79 career career NOUN crl-24914 297 80 structure structure NOUN crl-24914 297 81 of of ADP crl-24914 297 82 data data NOUN crl-24914 297 83 scientists scientist NOUN crl-24914 297 84 and and CCONJ crl-24914 297 85 curators curator NOUN crl-24914 297 86 ” " PUNCT crl-24914 297 87 ; ; PUNCT crl-24914 297 88 jingfeng jingfeng PROPN crl-24914 297 89 xia xia PROPN crl-24914 297 90 and and CCONJ crl-24914 297 91 minglu minglu PROPN crl-24914 297 92 wang wang PROPN crl-24914 297 93 , , PUNCT crl-24914 297 94 “ " PUNCT crl-24914 297 95 competencies competency NOUN crl-24914 297 96 and and CCONJ crl-24914 297 97 responsibilities responsibility NOUN crl-24914 297 98 of of ADP crl-24914 297 99 social social ADJ crl-24914 297 100 science science NOUN crl-24914 297 101 data datum NOUN crl-24914 297 102 librarians librarian NOUN crl-24914 297 103 : : PUNCT crl-24914 297 104 an an DET crl-24914 297 105 analysis analysis NOUN crl-24914 297 106 of of ADP crl-24914 297 107 job job NOUN crl-24914 297 108 descriptions description NOUN crl-24914 297 109 , , PUNCT crl-24914 297 110 ” " PUNCT crl-24914 297 111 college college PROPN crl-24914 297 112 & & CCONJ crl-24914 297 113 research research PROPN crl-24914 297 114 libraries library NOUN crl-24914 297 115 75 75 NUM crl-24914 297 116 , , PUNCT crl-24914 297 117 no no NOUN crl-24914 297 118 . . NOUN crl-24914 297 119 3 3 NUM crl-24914 297 120 ( ( PUNCT crl-24914 297 121 may may AUX crl-24914 297 122 1 1 NUM crl-24914 297 123 , , PUNCT crl-24914 297 124 2014 2014 NUM crl-24914 297 125 ): ): PUNCT crl-24914 297 126 362–88 362–88 PROPN crl-24914 297 127 , , PUNCT crl-24914 297 128 https://doi.org/10.5860/crl13-435 https://doi.org/10.5860/crl13-435 PROPN crl-24914 297 129 ; ; PUNCT crl-24914 297 130 anna anna PROPN crl-24914 297 131 clements clements PROPN crl-24914 297 132 , , PUNCT crl-24914 297 133 “ " PUNCT crl-24914 297 134 research research NOUN crl-24914 297 135 information information NOUN crl-24914 297 136 meets meet VERB crl-24914 297 137 research research NOUN crl-24914 297 138 data datum NOUN crl-24914 297 139 management management NOUN crl-24914 297 140 … … PUNCT crl-24914 297 141 in in ADP crl-24914 297 142 the the DET crl-24914 297 143 library library NOUN crl-24914 297 144 ? ? PUNCT crl-24914 297 145 ” " PUNCT crl-24914 298 1 insights insight NOUN crl-24914 298 2 : : PUNCT crl-24914 298 3 the the DET crl-24914 298 4 uksg uksg NOUN crl-24914 298 5 journal journal PROPN crl-24914 298 6 26 26 NUM crl-24914 298 7 , , PUNCT crl-24914 298 8 no no INTJ crl-24914 298 9 . . NOUN crl-24914 298 10 3 3 NUM crl-24914 298 11 ( ( PUNCT crl-24914 298 12 november november PROPN crl-24914 298 13 1 1 NUM crl-24914 298 14 , , PUNCT crl-24914 298 15 2013 2013 NUM crl-24914 298 16 ): ): PUNCT crl-24914 298 17 298–304 298–304 NUM crl-24914 298 18 , , PUNCT crl-24914 298 19 https://doi.org/10.1629/2048-7754.99 https://doi.org/10.1629/2048-7754.99 NOUN crl-24914 298 20 . . PUNCT crl-24914 299 1 11 11 NUM crl-24914 299 2 . . PUNCT crl-24914 300 1 xia xia PROPN crl-24914 300 2 and and CCONJ crl-24914 300 3 wang wang PROPN crl-24914 300 4 , , PUNCT crl-24914 300 5 “ " PUNCT crl-24914 300 6 competencies competency NOUN crl-24914 300 7 and and CCONJ crl-24914 300 8 responsibilities responsibility NOUN crl-24914 300 9 of of ADP crl-24914 300 10 social social ADJ crl-24914 300 11 science science NOUN crl-24914 300 12 data datum NOUN crl-24914 300 13 librarians librarian NOUN crl-24914 300 14 ” " PUNCT crl-24914 300 15 ; ; PUNCT crl-24914 300 16 rebecca rebecca PROPN crl-24914 300 17 a. a. PROPN crl-24914 300 18 brown brown PROPN crl-24914 300 19 , , PUNCT crl-24914 300 20 malcolm malcolm PROPN crl-24914 300 21 wolski wolski PROPN crl-24914 300 22 , , PUNCT crl-24914 300 23 and and CCONJ crl-24914 300 24 joanna joanna PROPN crl-24914 300 25 richardson richardson PROPN crl-24914 300 26 , , PUNCT crl-24914 300 27 “ " PUNCT crl-24914 300 28 developing develop VERB crl-24914 300 29 new new ADJ crl-24914 300 30 skills skill NOUN crl-24914 300 31 for for ADP crl-24914 300 32 research research NOUN crl-24914 300 33 support support NOUN crl-24914 300 34 librarians librarian NOUN crl-24914 300 35 , , PUNCT crl-24914 300 36 ” " PUNCT crl-24914 300 37 australian australian ADJ crl-24914 300 38 library library NOUN crl-24914 300 39 journal journal PROPN crl-24914 300 40 64 64 NUM crl-24914 300 41 , , PUNCT crl-24914 300 42 no no NOUN crl-24914 300 43 . . NOUN crl-24914 300 44 3 3 NUM crl-24914 300 45 ( ( PUNCT crl-24914 300 46 july july PROPN crl-24914 300 47 3 3 NUM crl-24914 300 48 , , PUNCT crl-24914 300 49 2015 2015 NUM crl-24914 300 50 ): ): PUNCT crl-24914 300 51 224–34 224–34 NUM crl-24914 300 52 , , PUNCT crl-24914 300 53 https://doi.org/10.1080/00049670.2015.1041215 https://doi.org/10.1080/00049670.2015.1041215 NUM crl-24914 300 54 ; ; PUNCT crl-24914 300 55 lisa lisa PROPN crl-24914 300 56 federer federer PROPN crl-24914 300 57 , , PUNCT crl-24914 300 58 “ " PUNCT crl-24914 300 59 defining define VERB crl-24914 300 60 data data NOUN crl-24914 300 61 librarianship librarianship NOUN crl-24914 300 62 : : PUNCT crl-24914 300 63 a a DET crl-24914 300 64 survey survey NOUN crl-24914 300 65 of of ADP crl-24914 300 66 competencies competency NOUN crl-24914 300 67 , , PUNCT crl-24914 300 68 skills skill NOUN crl-24914 300 69 , , PUNCT crl-24914 300 70 and and CCONJ crl-24914 300 71 training training NOUN crl-24914 300 72 , , PUNCT crl-24914 300 73 ” " PUNCT crl-24914 300 74 journal journal NOUN crl-24914 300 75 of of ADP crl-24914 300 76 the the DET crl-24914 300 77 medical medical PROPN crl-24914 300 78 library library PROPN crl-24914 300 79 association association PROPN crl-24914 300 80 106 106 NUM crl-24914 300 81 , , PUNCT crl-24914 300 82 no no INTJ crl-24914 300 83 . . NOUN crl-24914 300 84 3 3 NUM crl-24914 300 85 ( ( PUNCT crl-24914 300 86 july july PROPN crl-24914 300 87 2018 2018 NUM crl-24914 300 88 ): ): PUNCT crl-24914 300 89 294–303 294–303 NUM crl-24914 300 90 , , PUNCT crl-24914 300 91 https://doi.org/10.5195/jmla.2018.306 https://doi.org/10.5195/jmla.2018.306 NOUN crl-24914 300 92 ; ; PUNCT crl-24914 300 93 lyn lyn PROPN crl-24914 300 94 robinson robinson NOUN crl-24914 300 95 and and CCONJ crl-24914 300 96 david david PROPN crl-24914 300 97 bawden bawden PROPN crl-24914 300 98 , , PUNCT crl-24914 300 99 “ " PUNCT crl-24914 300 100 ‘ ' PUNCT crl-24914 300 101 the the DET crl-24914 300 102 story story NOUN crl-24914 300 103 of of ADP crl-24914 300 104 data data NOUN crl-24914 300 105 ’ ' PUNCT crl-24914 300 106 : : PUNCT crl-24914 300 107 a a DET crl-24914 300 108 socio socio NOUN crl-24914 300 109 - - PUNCT crl-24914 300 110 technical technical ADJ crl-24914 300 111 approach approach NOUN crl-24914 300 112 to to ADP crl-24914 300 113 education education NOUN crl-24914 300 114 for for ADP crl-24914 300 115 the the DET crl-24914 300 116 data data NOUN crl-24914 300 117 librarian librarian ADJ crl-24914 300 118 role role NOUN crl-24914 300 119 in in ADP crl-24914 300 120 the the DET crl-24914 300 121 citylis citylis PROPN crl-24914 300 122 library library PROPN crl-24914 300 123 school school NOUN crl-24914 300 124 at at ADP crl-24914 300 125 city city NOUN crl-24914 300 126 , , PUNCT crl-24914 300 127 university university PROPN crl-24914 300 128 of of ADP crl-24914 300 129 london london PROPN crl-24914 300 130 , , PUNCT crl-24914 300 131 ” " PUNCT crl-24914 300 132 library library NOUN crl-24914 300 133 management management NOUN crl-24914 300 134 38 38 NUM crl-24914 300 135 , , PUNCT crl-24914 300 136 no no NOUN crl-24914 300 137 . . NOUN crl-24914 300 138 6/7 6/7 NUM crl-24914 300 139 ( ( PUNCT crl-24914 300 140 august august PROPN crl-24914 300 141 15 15 NUM crl-24914 300 142 , , PUNCT crl-24914 300 143 2017 2017 NUM crl-24914 300 144 ): ): PUNCT crl-24914 300 145 312–22 312–22 PROPN crl-24914 300 146 , , PUNCT crl-24914 300 147 https://doi.org/10.1108/ https://doi.org/10.1108/ PROPN crl-24914 300 148 lm-01 lm-01 VERB crl-24914 300 149 - - PUNCT crl-24914 300 150 2017 2017 NUM crl-24914 300 151 - - PUNCT crl-24914 300 152 0009 0009 NUM crl-24914 300 153 ; ; PUNCT crl-24914 300 154 mary mary PROPN crl-24914 300 155 anne anne PROPN crl-24914 300 156 kennan kennan PROPN crl-24914 300 157 , , PUNCT crl-24914 300 158 “ " PUNCT crl-24914 300 159 ‘ ' PUNCT crl-24914 300 160 in in ADP crl-24914 300 161 the the DET crl-24914 300 162 eye eye NOUN crl-24914 300 163 of of ADP crl-24914 300 164 the the DET crl-24914 300 165 beholder beholder NOUN crl-24914 300 166 ’ ' PUNCT crl-24914 300 167 : : PUNCT crl-24914 300 168 knowledge knowledge NOUN crl-24914 300 169 and and CCONJ crl-24914 300 170 skills skill NOUN crl-24914 300 171 requirements requirement NOUN crl-24914 300 172 for for ADP crl-24914 300 173 data datum NOUN crl-24914 300 174 professionals professional NOUN crl-24914 300 175 , , PUNCT crl-24914 300 176 ” " PUNCT crl-24914 300 177 information information NOUN crl-24914 300 178 research research NOUN crl-24914 300 179 : : PUNCT crl-24914 300 180 an an DET crl-24914 300 181 international international ADJ crl-24914 300 182 electronic electronic ADJ crl-24914 300 183 journal journal NOUN crl-24914 300 184 22 22 NUM crl-24914 300 185 , , PUNCT crl-24914 300 186 no no INTJ crl-24914 300 187 . . NOUN crl-24914 300 188 4 4 NUM crl-24914 300 189 ( ( PUNCT crl-24914 300 190 december december PROPN crl-24914 300 191 2017 2017 NUM crl-24914 300 192 ): ): PUNCT crl-24914 300 193 1601 1601 NUM crl-24914 300 194 ; ; PUNCT crl-24914 300 195 fabian fabian ADJ crl-24914 300 196 cremer cremer PROPN crl-24914 300 197 , , PUNCT crl-24914 300 198 claudia claudia NOUN crl-24914 300 199 engelhardt engelhardt NOUN crl-24914 300 200 , , PUNCT crl-24914 300 201 and and CCONJ crl-24914 300 202 heike heike INTJ crl-24914 300 203 neuroth neuroth INTJ crl-24914 300 204 , , PUNCT crl-24914 300 205 “ " PUNCT crl-24914 300 206 embedded embed VERB crl-24914 300 207 data datum NOUN crl-24914 300 208 manager manager NOUN crl-24914 300 209 , , PUNCT crl-24914 300 210 embedded embed VERB crl-24914 300 211 research research NOUN crl-24914 300 212 data datum NOUN crl-24914 300 213 management management NOUN crl-24914 300 214 : : PUNCT crl-24914 300 215 experiences experience NOUN crl-24914 300 216 , , PUNCT crl-24914 300 217 perspectives perspective NOUN crl-24914 300 218 and and CCONJ crl-24914 300 219 potentials potential NOUN crl-24914 300 220 , , PUNCT crl-24914 300 221 ” " PUNCT crl-24914 300 222 bibliothek bibliothek PROPN crl-24914 300 223 forschung forschung PROPN crl-24914 300 224 und und PROPN crl-24914 300 225 praxis praxis PROPN crl-24914 300 226 39 39 NUM crl-24914 300 227 , , PUNCT crl-24914 300 228 no no INTJ crl-24914 300 229 . . NOUN crl-24914 300 230 1 1 NUM crl-24914 300 231 ( ( PUNCT crl-24914 300 232 april april PROPN crl-24914 300 233 2015 2015 NUM crl-24914 300 234 ): ): PUNCT crl-24914 300 235 13–31 13–31 NUM crl-24914 300 236 , , PUNCT crl-24914 300 237 https://doi.org/10.1515/bfp-2015-0006 https://doi.org/10.1515/bfp-2015-0006 NOUN crl-24914 300 238 ; ; PUNCT crl-24914 300 239 andrew andrew PROPN crl-24914 300 240 m. m. PROPN crl-24914 300 241 cox cox PROPN crl-24914 300 242 and and CCONJ crl-24914 300 243 sheila sheila PROPN crl-24914 300 244 corrall corrall PROPN crl-24914 300 245 , , PUNCT crl-24914 300 246 “ " PUNCT crl-24914 300 247 evolving evolve VERB crl-24914 300 248 academic academic ADJ crl-24914 300 249 library library NOUN crl-24914 300 250 specialties specialty NOUN crl-24914 300 251 , , PUNCT crl-24914 300 252 ” " PUNCT crl-24914 300 253 journal journal NOUN crl-24914 300 254 of of ADP crl-24914 300 255 the the DET crl-24914 300 256 american american ADJ crl-24914 300 257 society society NOUN crl-24914 300 258 for for ADP crl-24914 300 259 information information NOUN crl-24914 300 260 science science NOUN crl-24914 300 261 and and CCONJ crl-24914 300 262 technology technology NOUN crl-24914 300 263 64 64 NUM crl-24914 300 264 , , PUNCT crl-24914 300 265 no no NOUN crl-24914 300 266 . . NOUN crl-24914 300 267 8 8 NUM crl-24914 300 268 ( ( PUNCT crl-24914 300 269 august august PROPN crl-24914 300 270 2013 2013 NUM crl-24914 300 271 ): ): PUNCT crl-24914 300 272 1526–42 1526–42 NUM crl-24914 300 273 , , PUNCT crl-24914 300 274 https://doi.org/10.1002/asi.22847 https://doi.org/10.1002/asi.22847 PROPN crl-24914 300 275 . . PUNCT crl-24914 301 1 12 12 NUM crl-24914 301 2 . . PUNCT crl-24914 302 1 federer federer NOUN crl-24914 302 2 , , PUNCT crl-24914 302 3 “ " PUNCT crl-24914 302 4 defining define VERB crl-24914 302 5 data data NOUN crl-24914 302 6 librarianship librarianship NOUN crl-24914 302 7 . . PUNCT crl-24914 302 8 ” " PUNCT crl-24914 303 1 13 13 NUM crl-24914 303 2 . . PUNCT crl-24914 303 3 brown brown PROPN crl-24914 303 4 , , PUNCT crl-24914 303 5 wolski wolski NOUN crl-24914 303 6 , , PUNCT crl-24914 303 7 and and CCONJ crl-24914 303 8 richardson richardson PROPN crl-24914 303 9 , , PUNCT crl-24914 303 10 “ " PUNCT crl-24914 303 11 developing develop VERB crl-24914 303 12 new new ADJ crl-24914 303 13 skills skill NOUN crl-24914 303 14 for for ADP crl-24914 303 15 research research NOUN crl-24914 303 16 support support NOUN crl-24914 303 17 librarians librarian NOUN crl-24914 303 18 . . PUNCT crl-24914 303 19 ” " PUNCT crl-24914 304 1 14 14 NUM crl-24914 304 2 . . PUNCT crl-24914 305 1 federer federer NOUN crl-24914 305 2 , , PUNCT crl-24914 305 3 “ " PUNCT crl-24914 305 4 defining define VERB crl-24914 305 5 data data NOUN crl-24914 305 6 librarianship librarianship NOUN crl-24914 305 7 . . PUNCT crl-24914 305 8 ” " PUNCT crl-24914 306 1 15 15 NUM crl-24914 306 2 . . PUNCT crl-24914 307 1 kennan kennan PROPN crl-24914 307 2 , , PUNCT crl-24914 307 3 “ " PUNCT crl-24914 307 4 in in ADP crl-24914 307 5 the the DET crl-24914 307 6 eye eye NOUN crl-24914 307 7 of of ADP crl-24914 307 8 the the DET crl-24914 307 9 beholder beholder NOUN crl-24914 307 10 . . PUNCT crl-24914 307 11 ” " PUNCT crl-24914 308 1 16 16 NUM crl-24914 308 2 . . PUNCT crl-24914 309 1 kennan kennan PROPN crl-24914 309 2 , , PUNCT crl-24914 309 3 “ " PUNCT crl-24914 309 4 in in ADP crl-24914 309 5 the the DET crl-24914 309 6 eye eye NOUN crl-24914 309 7 of of ADP crl-24914 309 8 the the DET crl-24914 309 9 beholder beholder NOUN crl-24914 309 10 . . PUNCT crl-24914 309 11 ” " PUNCT crl-24914 310 1 17 17 NUM crl-24914 310 2 . . PUNCT crl-24914 310 3 cox cox PROPN crl-24914 310 4 and and CCONJ crl-24914 310 5 corrall corrall VERB crl-24914 310 6 , , PUNCT crl-24914 310 7 “ " PUNCT crl-24914 310 8 evolving evolve VERB crl-24914 310 9 academic academic ADJ crl-24914 310 10 library library NOUN crl-24914 310 11 specialties specialty NOUN crl-24914 310 12 . . PUNCT crl-24914 310 13 ” " PUNCT crl-24914 311 1 18 18 NUM crl-24914 311 2 . . PUNCT crl-24914 311 3 minglu minglu PROPN crl-24914 311 4 wang wang PROPN crl-24914 311 5 , , PUNCT crl-24914 311 6 “ " PUNCT crl-24914 311 7 supporting support VERB crl-24914 311 8 the the DET crl-24914 311 9 research research NOUN crl-24914 311 10 process process NOUN crl-24914 311 11 through through ADP crl-24914 311 12 expanded expand VERB crl-24914 311 13 library library NOUN crl-24914 311 14 data datum NOUN crl-24914 311 15 services service NOUN crl-24914 311 16 , , PUNCT crl-24914 311 17 ” " PUNCT crl-24914 311 18 programelectronic programelectronic ADJ crl-24914 311 19 library library NOUN crl-24914 311 20 and and CCONJ crl-24914 311 21 information information NOUN crl-24914 311 22 systems system NOUN crl-24914 311 23 47 47 NUM crl-24914 311 24 , , PUNCT crl-24914 311 25 no no NOUN crl-24914 311 26 . . NOUN crl-24914 311 27 3 3 NUM crl-24914 311 28 ( ( PUNCT crl-24914 311 29 2013 2013 NUM crl-24914 311 30 ): ): PUNCT crl-24914 311 31 282–303 282–303 NUM crl-24914 311 32 , , PUNCT crl-24914 311 33 https://doi.org/10.1108/prog-04-2012-0010 https://doi.org/10.1108/prog-04-2012-0010 PROPN crl-24914 311 34 ; ; PUNCT crl-24914 311 35 ricardo ricardo PROPN crl-24914 311 36 l. l. PROPN crl-24914 311 37 punzalan punzalan PROPN crl-24914 311 38 and and CCONJ crl-24914 311 39 adam adam PROPN crl-24914 311 40 kriesberg kriesberg PROPN crl-24914 311 41 , , PUNCT crl-24914 311 42 “ " PUNCT crl-24914 311 43 library library NOUN crl-24914 311 44 - - PUNCT crl-24914 311 45 mediated mediate VERB crl-24914 311 46 collaborations collaboration NOUN crl-24914 311 47 : : PUNCT crl-24914 311 48 data data NOUN crl-24914 311 49 curation curation NOUN crl-24914 311 50 at at ADP crl-24914 311 51 the the DET crl-24914 311 52 national national ADJ crl-24914 311 53 agricultural agricultural ADJ crl-24914 311 54 library library NOUN crl-24914 311 55 , , PUNCT crl-24914 311 56 ” " PUNCT crl-24914 311 57 library library NOUN crl-24914 311 58 trends trend VERB crl-24914 311 59 65 65 NUM crl-24914 311 60 , , PUNCT crl-24914 311 61 no no NOUN crl-24914 311 62 . . NOUN crl-24914 311 63 3 3 NUM crl-24914 311 64 ( ( PUNCT crl-24914 311 65 win win VERB crl-24914 311 66 2017 2017 NUM crl-24914 311 67 ): ): PUNCT crl-24914 311 68 429–47 429–47 NUM crl-24914 311 69 , , PUNCT crl-24914 311 70 https://doi.org/10.1353/lib.2017.0010 https://doi.org/10.1353/lib.2017.0010 NOUN crl-24914 311 71 ; ; PUNCT crl-24914 311 72 t.p t.p PROPN crl-24914 311 73 . . PROPN crl-24914 311 74 bardyn bardyn PROPN crl-24914 311 75 , , PUNCT crl-24914 311 76 t. t. PROPN crl-24914 311 77 resnick resnick PROPN crl-24914 311 78 , , PUNCT crl-24914 311 79 and and CCONJ crl-24914 311 80 s.k s.k PROPN crl-24914 311 81 . . PROPN crl-24914 311 82 camina camina PROPN crl-24914 311 83 , , PUNCT crl-24914 311 84 “ " PUNCT crl-24914 311 85 translational translational ADJ crl-24914 311 86 researchers researcher NOUN crl-24914 311 87 ’ ’ PART crl-24914 311 88 perceptions perception NOUN crl-24914 311 89 of of ADP crl-24914 311 90 data data NOUN crl-24914 311 91 management management NOUN crl-24914 311 92 practices practice NOUN crl-24914 311 93 and and CCONJ crl-24914 311 94 data data NOUN crl-24914 311 95 curation curation NOUN crl-24914 311 96 needs need VERB crl-24914 311 97 : : PUNCT crl-24914 311 98 findings finding NOUN crl-24914 311 99 from from ADP crl-24914 311 100 a a DET crl-24914 311 101 focus focus NOUN crl-24914 311 102 group group NOUN crl-24914 311 103 in in ADP crl-24914 311 104 an an DET crl-24914 311 105 academic academic ADJ crl-24914 311 106 health health NOUN crl-24914 311 107 sciences science NOUN crl-24914 311 108 library library PROPN crl-24914 311 109 , , PUNCT crl-24914 311 110 ” " PUNCT crl-24914 311 111 journal journal PROPN crl-24914 311 112 of of ADP crl-24914 311 113 web web NOUN crl-24914 311 114 librarianship librarianship NOUN crl-24914 311 115 6 6 NUM crl-24914 311 116 , , PUNCT crl-24914 311 117 no no NOUN crl-24914 311 118 . . NOUN crl-24914 311 119 4 4 NUM crl-24914 311 120 ( ( PUNCT crl-24914 311 121 2012 2012 NUM crl-24914 311 122 ): ): SYM crl-24914 311 123 274–87 274–87 NUM crl-24914 311 124 , , PUNCT crl-24914 311 125 https://doi.org/10.1080/19322909.2012.730375 https://doi.org/10.1080/19322909.2012.730375 NOUN crl-24914 311 126 . . PROPN crl-24914 312 1 19 19 NUM crl-24914 312 2 . . X crl-24914 312 3 meredith meredith PROPN crl-24914 312 4 n. n. PROPN crl-24914 312 5 zozus zozus PROPN crl-24914 312 6 et et PROPN crl-24914 313 1 al al PROPN crl-24914 313 2 . . PROPN crl-24914 313 3 , , PUNCT crl-24914 313 4 “ " PUNCT crl-24914 313 5 analysis analysis NOUN crl-24914 313 6 of of ADP crl-24914 313 7 professional professional ADJ crl-24914 313 8 competencies competency NOUN crl-24914 313 9 for for ADP crl-24914 313 10 the the DET crl-24914 313 11 clinical clinical ADJ crl-24914 313 12 research research NOUN crl-24914 313 13 data datum NOUN crl-24914 313 14 management management NOUN crl-24914 313 15 profession profession NOUN crl-24914 313 16 : : PUNCT crl-24914 313 17 implications implication NOUN crl-24914 313 18 for for ADP crl-24914 313 19 training training NOUN crl-24914 313 20 and and CCONJ crl-24914 313 21 professional professional ADJ crl-24914 313 22 certification certification NOUN crl-24914 313 23 , , PUNCT crl-24914 313 24 ” " PUNCT crl-24914 313 25 journal journal NOUN crl-24914 313 26 of of ADP crl-24914 313 27 the the DET crl-24914 313 28 american american PROPN crl-24914 313 29 medical medical PROPN crl-24914 313 30 informatics informatics PROPN crl-24914 313 31 association association PROPN crl-24914 313 32 24 24 NUM crl-24914 313 33 , , PUNCT crl-24914 313 34 no no NOUN crl-24914 313 35 . . NOUN crl-24914 313 36 4 4 NUM crl-24914 313 37 ( ( PUNCT crl-24914 313 38 july july PROPN crl-24914 313 39 2017 2017 NUM crl-24914 313 40 ): ): PUNCT crl-24914 313 41 737–45 737–45 PROPN crl-24914 313 42 , , PUNCT crl-24914 313 43 https://doi.org/10.1093/jamia/ocw179 https://doi.org/10.1093/jamia/ocw179 NOUN crl-24914 313 44 ; ; PUNCT crl-24914 313 45 gabriele gabriele PROPN crl-24914 313 46 schnapper schnapper VERB crl-24914 313 47 et et PROPN crl-24914 313 48 al al PROPN crl-24914 313 49 . . PROPN crl-24914 313 50 , , PUNCT crl-24914 313 51 “ " PUNCT crl-24914 313 52 data data NOUN crl-24914 313 53 managers manager NOUN crl-24914 313 54 : : PUNCT crl-24914 313 55 a a DET crl-24914 313 56 survey survey NOUN crl-24914 313 57 of of ADP crl-24914 313 58 the the DET crl-24914 313 59 european european ADJ crl-24914 313 60 society society NOUN crl-24914 313 61 of of ADP crl-24914 313 62 breast breast NOUN crl-24914 313 63 cancer cancer NOUN crl-24914 313 64 specialists specialist NOUN crl-24914 313 65 in in ADP crl-24914 313 66 certified certify VERB crl-24914 313 67 multi multi ADJ crl-24914 313 68 - - ADJ crl-24914 313 69 disciplinary disciplinary ADJ crl-24914 313 70 breast breast NOUN crl-24914 313 71 centers center NOUN crl-24914 313 72 , , PUNCT crl-24914 313 73 ” " PUNCT crl-24914 313 74 breast breast NOUN crl-24914 313 75 journal journal PROPN crl-24914 313 76 24 24 NUM crl-24914 313 77 , , PUNCT crl-24914 313 78 no no NOUN crl-24914 313 79 . . NOUN crl-24914 313 80 5 5 NUM crl-24914 313 81 ( ( PUNCT crl-24914 313 82 october october PROPN crl-24914 313 83 2018 2018 NUM crl-24914 313 84 ): ): PUNCT crl-24914 313 85 811–15 811–15 NOUN crl-24914 313 86 , , PUNCT crl-24914 313 87 https://doi.org/10.1111/tbj.13043 https://doi.org/10.1111/tbj.13043 PROPN crl-24914 313 88 ; ; PUNCT crl-24914 313 89 martin martin PROPN crl-24914 313 90 dugas dugas PROPN crl-24914 313 91 and and CCONJ crl-24914 313 92 susanne susanne PROPN crl-24914 313 93 dugas dugas PROPN crl-24914 313 94 - - PUNCT crl-24914 313 95 breit breit ADV crl-24914 313 96 , , PUNCT crl-24914 313 97 “ " PUNCT crl-24914 313 98 integrated integrated ADJ crl-24914 313 99 data data NOUN crl-24914 313 100 management management NOUN crl-24914 313 101 for for ADP crl-24914 313 102 clinical clinical ADJ crl-24914 313 103 studies study NOUN crl-24914 313 104 : : PUNCT crl-24914 313 105 automatic automatic ADJ crl-24914 313 106 transformation transformation NOUN crl-24914 313 107 of of ADP crl-24914 313 108 data datum NOUN crl-24914 313 109 models model NOUN crl-24914 313 110 with with ADP crl-24914 313 111 semantic semantic ADJ crl-24914 313 112 annotations annotation NOUN crl-24914 313 113 for for ADP crl-24914 313 114 principal principal ADJ crl-24914 313 115 investigators investigator NOUN crl-24914 313 116 , , PUNCT crl-24914 313 117 data datum NOUN crl-24914 313 118 managers manager NOUN crl-24914 313 119 and and CCONJ crl-24914 313 120 statisticians statistician NOUN crl-24914 313 121 , , PUNCT crl-24914 313 122 ” " PUNCT crl-24914 313 123 plos plos PROPN crl-24914 313 124 one one NUM crl-24914 313 125 9 9 NUM crl-24914 313 126 , , PUNCT crl-24914 313 127 no no NOUN crl-24914 313 128 . . NOUN crl-24914 313 129 2 2 NUM crl-24914 313 130 ( ( PUNCT crl-24914 313 131 february february PROPN crl-24914 313 132 28 28 NUM crl-24914 313 133 , , PUNCT crl-24914 313 134 2014 2014 NUM crl-24914 313 135 ): ): PUNCT crl-24914 313 136 e90492 e90492 PROPN crl-24914 313 137 , , PUNCT crl-24914 313 138 https://doi.org/10.1371/journal.pone.0090492 https://doi.org/10.1371/journal.pone.0090492 X crl-24914 313 139 ; ; PUNCT crl-24914 313 140 r. r. PROPN crl-24914 313 141 esser esser PROPN crl-24914 313 142 , , PUNCT crl-24914 313 143 “ " PUNCT crl-24914 313 144 biostatistics biostatistic NOUN crl-24914 313 145 and and CCONJ crl-24914 313 146 data datum NOUN crl-24914 313 147 management management NOUN crl-24914 313 148 in in ADP crl-24914 313 149 global global ADJ crl-24914 313 150 drug drug NOUN crl-24914 313 151 development development NOUN crl-24914 313 152 , , PUNCT crl-24914 313 153 ” " PUNCT crl-24914 313 154 drug drug NOUN crl-24914 313 155 information information PROPN crl-24914 313 156 journal journal PROPN crl-24914 313 157 35 35 NUM crl-24914 313 158 , , PUNCT crl-24914 313 159 no no NOUN crl-24914 313 160 . . NOUN crl-24914 313 161 3 3 NUM crl-24914 313 162 ( ( PUNCT crl-24914 313 163 september september PROPN crl-24914 313 164 2001 2001 NUM crl-24914 313 165 ): ): PUNCT crl-24914 313 166 643–53 643–53 NUM crl-24914 313 167 , , PUNCT crl-24914 313 168 https:// https:// PROPN crl-24914 313 169 doi.org/10.1177/009286150103500302 doi.org/10.1177/009286150103500302 PROPN crl-24914 313 170 ; ; PUNCT crl-24914 313 171 george george PROPN crl-24914 313 172 hripcsak hripcsak PROPN crl-24914 313 173 et et PROPN crl-24914 313 174 al al PROPN crl-24914 313 175 . . PROPN crl-24914 313 176 , , PUNCT crl-24914 313 177 “ " PUNCT crl-24914 313 178 health health NOUN crl-24914 313 179 data datum NOUN crl-24914 313 180 use use NOUN crl-24914 313 181 , , PUNCT crl-24914 313 182 stewardship stewardship NOUN crl-24914 313 183 , , PUNCT crl-24914 313 184 and and CCONJ crl-24914 313 185 governance governance NOUN crl-24914 313 186 : : PUNCT crl-24914 313 187 ongoing ongoing ADJ crl-24914 313 188 gaps gap NOUN crl-24914 313 189 and and CCONJ crl-24914 313 190 challenges challenge NOUN crl-24914 313 191 : : PUNCT crl-24914 313 192 a a DET crl-24914 313 193 report report NOUN crl-24914 313 194 from from ADP crl-24914 313 195 amia amia NOUN crl-24914 313 196 ’s ’s PART crl-24914 313 197 2012 2012 NUM crl-24914 313 198 health health NOUN crl-24914 313 199 policy policy NOUN crl-24914 313 200 meeting meeting NOUN crl-24914 313 201 , , PUNCT crl-24914 313 202 ” " PUNCT crl-24914 313 203 journal journal NOUN crl-24914 313 204 of of ADP crl-24914 313 205 the the DET crl-24914 313 206 american american PROPN crl-24914 313 207 medical medical PROPN crl-24914 313 208 informatics informatics PROPN crl-24914 313 209 association association PROPN crl-24914 313 210 21 21 NUM crl-24914 313 211 , , PUNCT crl-24914 313 212 no no NOUN crl-24914 313 213 . . NOUN crl-24914 313 214 2 2 NUM crl-24914 313 215 ( ( PUNCT crl-24914 313 216 march march PROPN crl-24914 313 217 2014 2014 NUM crl-24914 313 218 ): ): PUNCT crl-24914 313 219 204–11 204–11 NUM crl-24914 313 220 , , PUNCT crl-24914 313 221 https://doi.org/10.1136/amiajnl-2013-002117 https://doi.org/10.1136/amiajnl-2013-002117 X crl-24914 313 222 ; ; PUNCT crl-24914 313 223 hong hong PROPN crl-24914 313 224 huang huang PROPN crl-24914 313 225 et et PROPN crl-24914 313 226 al al PROPN crl-24914 313 227 . . PROPN crl-24914 313 228 , , PUNCT crl-24914 313 229 “ " PUNCT crl-24914 313 230 prioritization prioritization NOUN crl-24914 313 231 of of ADP crl-24914 313 232 data data NOUN crl-24914 313 233 quality quality NOUN crl-24914 313 234 dimensions dimension NOUN crl-24914 313 235 and and CCONJ crl-24914 313 236 skills skill NOUN crl-24914 313 237 requirements requirement NOUN crl-24914 313 238 in in ADP crl-24914 313 239 genome genome ADJ crl-24914 313 240 annotation annotation NOUN crl-24914 313 241 work work NOUN crl-24914 313 242 , , PUNCT crl-24914 313 243 ” " PUNCT crl-24914 313 244 journal journal NOUN crl-24914 313 245 of of ADP crl-24914 313 246 the the DET crl-24914 313 247 american american ADJ crl-24914 313 248 society society NOUN crl-24914 313 249 for for ADP crl-24914 313 250 information information NOUN crl-24914 313 251 science science NOUN crl-24914 313 252 and and CCONJ crl-24914 313 253 technology technology NOUN crl-24914 313 254 63 63 NUM crl-24914 313 255 , , PUNCT crl-24914 313 256 no no NOUN crl-24914 313 257 . . NOUN crl-24914 313 258 1 1 NUM crl-24914 313 259 ( ( PUNCT crl-24914 313 260 january january PROPN crl-24914 313 261 2012 2012 NUM crl-24914 313 262 ): ): PUNCT crl-24914 313 263 195–207 195–207 NUM crl-24914 313 264 , , PUNCT crl-24914 313 265 https://doi https://doi PROPN crl-24914 313 266 . . PUNCT crl-24914 313 267 org/10.1002 org/10.1002 PROPN crl-24914 313 268 / / SYM crl-24914 313 269 asi.21652 asi.21652 NUM crl-24914 313 270 ; ; PUNCT crl-24914 313 271 crystal crystal PROPN crl-24914 313 272 kallem kallem PROPN crl-24914 313 273 , , PUNCT crl-24914 313 274 “ " PUNCT crl-24914 313 275 data datum NOUN crl-24914 313 276 stewardship stewardship NOUN crl-24914 313 277 , , PUNCT crl-24914 313 278 ” " PUNCT crl-24914 313 279 journal journal NOUN crl-24914 313 280 of of ADP crl-24914 313 281 the the DET crl-24914 313 282 american american PROPN crl-24914 313 283 health health PROPN crl-24914 313 284 information information PROPN crl-24914 313 285 management management NOUN crl-24914 313 286 association association NOUN crl-24914 313 287 79 79 NUM crl-24914 313 288 , , PUNCT crl-24914 313 289 no no NOUN crl-24914 313 290 . . NOUN crl-24914 313 291 9 9 NUM crl-24914 313 292 ( ( PUNCT crl-24914 313 293 2008 2008 NUM crl-24914 313 294 ): ): PUNCT crl-24914 313 295 58–59 58–59 NUM crl-24914 313 296 , , PUNCT crl-24914 313 297 63 63 NUM crl-24914 313 298 . . NUM crl-24914 313 299 20 20 NUM crl-24914 313 300 . . PUNCT crl-24914 314 1 john john PROPN crl-24914 314 2 cartwright cartwright PROPN crl-24914 314 3 , , PUNCT crl-24914 314 4 jesse jesse PROPN crl-24914 314 5 varner varner PROPN crl-24914 314 6 , , PUNCT crl-24914 314 7 and and CCONJ crl-24914 314 8 susan susan PROPN crl-24914 314 9 mclean mclean PROPN crl-24914 314 10 , , PUNCT crl-24914 314 11 “ " PUNCT crl-24914 314 12 data data NOUN crl-24914 314 13 stewardship stewardship NOUN crl-24914 314 14 : : PUNCT crl-24914 314 15 how how SCONJ crl-24914 314 16 noaa noaa NOUN crl-24914 314 17 delivers deliver VERB crl-24914 314 18 environmental environmental ADJ crl-24914 314 19 information information NOUN crl-24914 314 20 for for ADP crl-24914 314 21 today today NOUN crl-24914 314 22 and and CCONJ crl-24914 314 23 tomorrow tomorrow NOUN crl-24914 314 24 , , PUNCT crl-24914 314 25 ” " PUNCT crl-24914 314 26 marine marine ADJ crl-24914 314 27 technology technology PROPN crl-24914 314 28 society society PROPN crl-24914 314 29 journal journal NOUN crl-24914 314 30 49 49 NUM crl-24914 314 31 , , PUNCT crl-24914 314 32 no no INTJ crl-24914 314 33 . . NOUN crl-24914 314 34 2 2 NUM crl-24914 314 35 ( ( PUNCT crl-24914 314 36 april april PROPN crl-24914 314 37 2015 2015 NUM crl-24914 314 38 ): ): PUNCT crl-24914 314 39 107–11 107–11 NUM crl-24914 314 40 , , PUNCT crl-24914 314 41 https:// https:// PRON crl-24914 314 42 https://doi.org/10.1080/1533290x.2016.1218813 https://doi.org/10.1080/1533290x.2016.1218813 ADV crl-24914 314 43 https://doi.org/10.1080/1533290x.2016.1218813 https://doi.org/10.1080/1533290x.2016.1218813 ADV crl-24914 314 44 https://doi.org/10.1038/sdata.2016.18 https://doi.org/10.1038/sdata.2016.18 PROPN crl-24914 314 45 https://doi.org/10.1111/j.1475-6773.2010.01140.x https://doi.org/10.1111/j.1475-6773.2010.01140.x PROPN crl-24914 315 1 https://doi.org/10.5860/crl13-435 https://doi.org/10.5860/crl13-435 PROPN crl-24914 315 2 https://doi.org/10.1629/2048-7754.99 https://doi.org/10.1629/2048-7754.99 PROPN crl-24914 316 1 https://doi.org/10.1080/00049670.2015.1041215 https://doi.org/10.1080/00049670.2015.1041215 PROPN crl-24914 317 1 https://doi.org/10.5195/jmla.2018.306 https://doi.org/10.5195/jmla.2018.306 NOUN crl-24914 317 2 https://doi.org/10.1108/lm-01-2017-0009 https://doi.org/10.1108/lm-01-2017-0009 PROPN crl-24914 317 3 https://doi.org/10.1108/lm-01-2017-0009 https://doi.org/10.1108/lm-01-2017-0009 PROPN crl-24914 317 4 https://doi.org/10.1515/bfp-2015-0006 https://doi.org/10.1515/bfp-2015-0006 PROPN crl-24914 317 5 https://doi.org/10.1002/asi.22847 https://doi.org/10.1002/asi.22847 PROPN crl-24914 317 6 https://doi.org/10.1108/prog-04-2012-0010 https://doi.org/10.1108/prog-04-2012-0010 PROPN crl-24914 317 7 https://doi.org/10.1353/lib.2017.0010 https://doi.org/10.1353/lib.2017.0010 PROPN crl-24914 317 8 https://doi.org/10.1080/19322909.2012.730375 https://doi.org/10.1080/19322909.2012.730375 VERB crl-24914 317 9 https://doi.org/10.1093/jamia/ocw179 https://doi.org/10.1093/jamia/ocw179 ADJ crl-24914 317 10 https://doi.org/10.1111/tbj.13043 https://doi.org/10.1111/tbj.13043 PROPN crl-24914 317 11 https://doi.org/10.1371/journal.pone.0090492 https://doi.org/10.1371/journal.pone.0090492 X crl-24914 317 12 https://doi.org/10.1177/009286150103500302 https://doi.org/10.1177/009286150103500302 DET crl-24914 317 13 https://doi.org/10.1177/009286150103500302 https://doi.org/10.1177/009286150103500302 PROPN crl-24914 317 14 https://doi.org/10.1136/amiajnl-2013-002117 https://doi.org/10.1136/amiajnl-2013-002117 PROPN crl-24914 317 15 https://doi.org/10.1002/asi.21652 https://doi.org/10.1002/asi.21652 PROPN crl-24914 317 16 https://doi.org/10.1002/asi.21652 https://doi.org/10.1002/asi.21652 PROPN crl-24914 317 17 https://doi.org/10.4031/mtsj.49.2.11 https://doi.org/10.4031/mtsj.49.2.11 PROPN crl-24914 317 18 350 350 NUM crl-24914 317 19 college college PROPN crl-24914 317 20 & & CCONJ crl-24914 317 21 research research PROPN crl-24914 317 22 libraries library NOUN crl-24914 317 23 may may AUX crl-24914 317 24 2021 2021 NUM crl-24914 317 25 doi.org/10.4031/mtsj.49.2.11 doi.org/10.4031/mtsj.49.2.11 ADJ crl-24914 317 26 ; ; PUNCT crl-24914 317 27 t.a t.a PROPN crl-24914 317 28 . . PROPN crl-24914 317 29 boden boden PROPN crl-24914 317 30 , , PUNCT crl-24914 317 31 m. m. NOUN crl-24914 317 32 krassovski krassovski PROPN crl-24914 317 33 , , PUNCT crl-24914 317 34 and and CCONJ crl-24914 317 35 b. b. PROPN crl-24914 317 36 yang yang PROPN crl-24914 317 37 , , PUNCT crl-24914 317 38 “ " PUNCT crl-24914 317 39 the the DET crl-24914 317 40 ameriflux ameriflux ADJ crl-24914 317 41 data data NOUN crl-24914 317 42 activity activity NOUN crl-24914 317 43 and and CCONJ crl-24914 317 44 data data NOUN crl-24914 317 45 system system NOUN crl-24914 317 46 : : PUNCT crl-24914 317 47 an an DET crl-24914 317 48 evolving evolve VERB crl-24914 317 49 collection collection NOUN crl-24914 317 50 of of ADP crl-24914 317 51 data datum NOUN crl-24914 317 52 management management NOUN crl-24914 317 53 techniques technique NOUN crl-24914 317 54 , , PUNCT crl-24914 317 55 tools tool NOUN crl-24914 317 56 , , PUNCT crl-24914 317 57 products product NOUN crl-24914 317 58 and and CCONJ crl-24914 317 59 services service NOUN crl-24914 317 60 , , PUNCT crl-24914 317 61 ” " PUNCT crl-24914 317 62 geoscientific geoscientific ADJ crl-24914 317 63 instrumentation instrumentation NOUN crl-24914 317 64 methods method NOUN crl-24914 317 65 and and CCONJ crl-24914 317 66 data datum NOUN crl-24914 317 67 systems system NOUN crl-24914 317 68 2 2 NUM crl-24914 317 69 , , PUNCT crl-24914 317 70 no no NOUN crl-24914 317 71 . . NOUN crl-24914 317 72 1 1 NUM crl-24914 317 73 ( ( PUNCT crl-24914 317 74 2013 2013 NUM crl-24914 317 75 ): ): PUNCT crl-24914 317 76 165–76 165–76 NUM crl-24914 317 77 , , PUNCT crl-24914 317 78 https://doi.org/10.5194/gi-2-165-2013 https://doi.org/10.5194/gi-2-165-2013 PROPN crl-24914 317 79 ; ; PUNCT crl-24914 317 80 a.j a.j PROPN crl-24914 317 81 . . PROPN crl-24914 317 82 barrett barrett PROPN crl-24914 317 83 , , PUNCT crl-24914 317 84 “ " PUNCT crl-24914 317 85 socioeconomic socioeconomic ADJ crl-24914 317 86 aspects aspect NOUN crl-24914 317 87 of of ADP crl-24914 317 88 materials material NOUN crl-24914 317 89 data datum NOUN crl-24914 317 90 : : PUNCT crl-24914 317 91 serving serve VERB crl-24914 317 92 the the DET crl-24914 317 93 user user NOUN crl-24914 317 94 , , PUNCT crl-24914 317 95 ” " PUNCT crl-24914 317 96 journal journal PROPN crl-24914 317 97 of of ADP crl-24914 317 98 chemical chemical ADJ crl-24914 317 99 information information NOUN crl-24914 317 100 and and CCONJ crl-24914 317 101 computer computer NOUN crl-24914 317 102 sciences science NOUN crl-24914 317 103 33 33 NUM crl-24914 317 104 , , PUNCT crl-24914 317 105 no no NOUN crl-24914 317 106 . . NOUN crl-24914 317 107 1 1 NUM crl-24914 317 108 ( ( PUNCT crl-24914 317 109 february february PROPN crl-24914 317 110 1993 1993 NUM crl-24914 317 111 ): ): PUNCT crl-24914 317 112 22–26 22–26 NUM crl-24914 317 113 , , PUNCT crl-24914 317 114 https://doi.org/10.1021/ci00011a004 https://doi.org/10.1021/ci00011a004 NUM crl-24914 317 115 ; ; PUNCT crl-24914 317 116 kenneth kenneth PROPN crl-24914 317 117 r. r. PROPN crl-24914 317 118 knapp knapp PROPN crl-24914 317 119 , , PUNCT crl-24914 317 120 “ " PUNCT crl-24914 317 121 scientific scientific ADJ crl-24914 317 122 data datum NOUN crl-24914 317 123 stewardship stewardship NOUN crl-24914 317 124 of of ADP crl-24914 317 125 international international ADJ crl-24914 317 126 satellite satellite NOUN crl-24914 317 127 cloud cloud NOUN crl-24914 317 128 climatology climatology NOUN crl-24914 317 129 project project NOUN crl-24914 317 130 b1 b1 PROPN crl-24914 317 131 global global ADJ crl-24914 317 132 geostationary geostationary ADJ crl-24914 317 133 observations observation NOUN crl-24914 317 134 , , PUNCT crl-24914 317 135 ” " PUNCT crl-24914 317 136 journal journal PROPN crl-24914 317 137 of of ADP crl-24914 317 138 applied apply VERB crl-24914 317 139 remote remote PROPN crl-24914 317 140 sensing sensing NOUN crl-24914 317 141 2 2 NUM crl-24914 317 142 ( ( PUNCT crl-24914 317 143 2008 2008 NUM crl-24914 317 144 ): ): PUNCT crl-24914 317 145 023548 023548 NUM crl-24914 317 146 , , PUNCT crl-24914 317 147 https://doi.org/10.1117/1.3043461 https://doi.org/10.1117/1.3043461 PROPN crl-24914 317 148 ; ; PUNCT crl-24914 317 149 kenneth kenneth PROPN crl-24914 317 150 r. r. PROPN crl-24914 317 151 knapp knapp PROPN crl-24914 317 152 , , PUNCT crl-24914 317 153 john john PROPN crl-24914 317 154 j. j. PROPN crl-24914 317 155 bates bates PROPN crl-24914 317 156 , , PUNCT crl-24914 317 157 and and CCONJ crl-24914 317 158 bruce bruce PROPN crl-24914 317 159 barkstrom barkstrom NOUN crl-24914 317 160 , , PUNCT crl-24914 317 161 “ " PUNCT crl-24914 317 162 scientific scientific ADJ crl-24914 317 163 data datum NOUN crl-24914 317 164 stewardship stewardship NOUN crl-24914 317 165 : : PUNCT crl-24914 317 166 lessons lesson NOUN crl-24914 317 167 learned learn VERB crl-24914 317 168 from from ADP crl-24914 317 169 a a DET crl-24914 317 170 satellite satellite NOUN crl-24914 317 171 - - PUNCT crl-24914 317 172 data data NOUN crl-24914 317 173 rescue rescue NOUN crl-24914 317 174 effort effort NOUN crl-24914 317 175 , , PUNCT crl-24914 317 176 ” " PUNCT crl-24914 317 177 bulletin bulletin NOUN crl-24914 317 178 of of ADP crl-24914 317 179 the the DET crl-24914 317 180 american american ADJ crl-24914 317 181 meteorological meteorological ADJ crl-24914 317 182 society society PROPN crl-24914 317 183 88 88 NUM crl-24914 317 184 , , PUNCT crl-24914 317 185 no no NOUN crl-24914 317 186 . . NOUN crl-24914 317 187 9 9 NUM crl-24914 317 188 ( ( PUNCT crl-24914 317 189 september september PROPN crl-24914 317 190 2007 2007 NUM crl-24914 317 191 ): ): PUNCT crl-24914 317 192 1359–61 1359–61 NUM crl-24914 317 193 , , PUNCT crl-24914 317 194 https://doi.org/10.1175/bams-88-9-1359 https://doi.org/10.1175/bams-88-9-1359 X crl-24914 317 195 ; ; PUNCT crl-24914 317 196 xin xin PROPN crl-24914 317 197 li li PROPN crl-24914 317 198 et et PROPN crl-24914 317 199 al al PROPN crl-24914 317 200 . . PROPN crl-24914 317 201 , , PUNCT crl-24914 317 202 “ " PUNCT crl-24914 317 203 toward toward ADP crl-24914 317 204 an an DET crl-24914 317 205 improved improved ADJ crl-24914 317 206 data data NOUN crl-24914 317 207 stewardship stewardship NOUN crl-24914 317 208 and and CCONJ crl-24914 317 209 service service NOUN crl-24914 317 210 for for ADP crl-24914 317 211 environmental environmental ADJ crl-24914 317 212 and and CCONJ crl-24914 317 213 ecological ecological ADJ crl-24914 317 214 science science NOUN crl-24914 317 215 data datum NOUN crl-24914 317 216 in in ADP crl-24914 317 217 west west PROPN crl-24914 317 218 china china PROPN crl-24914 317 219 , , PUNCT crl-24914 317 220 ” " PUNCT crl-24914 317 221 international international ADJ crl-24914 317 222 journal journal NOUN crl-24914 317 223 of of ADP crl-24914 317 224 digital digital PROPN crl-24914 317 225 earth earth PROPN crl-24914 317 226 4 4 NUM crl-24914 317 227 , , PUNCT crl-24914 317 228 no no NOUN crl-24914 317 229 . . NOUN crl-24914 317 230 4 4 NUM crl-24914 317 231 ( ( PUNCT crl-24914 317 232 2011 2011 NUM crl-24914 317 233 ): ): PUNCT crl-24914 317 234 347–59 347–59 PROPN crl-24914 317 235 , , PUNCT crl-24914 317 236 https://doi.org/10.1080/17538947 https://doi.org/10.1080/17538947 X crl-24914 317 237 .2011.558123 .2011.558123 X crl-24914 317 238 ; ; PUNCT crl-24914 317 239 r.r r.r PROPN crl-24914 317 240 . . PROPN crl-24914 317 241 downs downs PROPN crl-24914 317 242 and and CCONJ crl-24914 317 243 r.s r.s PROPN crl-24914 317 244 . . PROPN crl-24914 317 245 chen chen PROPN crl-24914 317 246 , , PUNCT crl-24914 317 247 “ " PUNCT crl-24914 317 248 designing design VERB crl-24914 317 249 submission submission NOUN crl-24914 317 250 and and CCONJ crl-24914 317 251 workflow workflow ADJ crl-24914 317 252 services service NOUN crl-24914 317 253 for for ADP crl-24914 317 254 preserving preserve VERB crl-24914 317 255 interdisciplinary interdisciplinary ADJ crl-24914 317 256 scientific scientific ADJ crl-24914 317 257 data datum NOUN crl-24914 317 258 , , PUNCT crl-24914 317 259 ” " PUNCT crl-24914 317 260 earth earth NOUN crl-24914 317 261 science science NOUN crl-24914 317 262 informatics informatic NOUN crl-24914 317 263 3 3 NUM crl-24914 317 264 , , PUNCT crl-24914 317 265 no no INTJ crl-24914 317 266 . . NOUN crl-24914 317 267 1 1 NUM crl-24914 317 268 ( ( PUNCT crl-24914 317 269 2010 2010 NUM crl-24914 317 270 ): ): PUNCT crl-24914 317 271 101–10 101–10 NUM crl-24914 317 272 , , PUNCT crl-24914 317 273 https://doi.org/10.1007/s12145-0100051-6 https://doi.org/10.1007/s12145-0100051-6 PROPN crl-24914 317 274 ; ; PUNCT crl-24914 317 275 r.r r.r PROPN crl-24914 317 276 . . PROPN crl-24914 317 277 downs downs PROPN crl-24914 317 278 et et PROPN crl-24914 318 1 al al PROPN crl-24914 318 2 . . PROPN crl-24914 318 3 , , PUNCT crl-24914 318 4 “ " PUNCT crl-24914 318 5 data datum NOUN crl-24914 318 6 stewardship stewardship NOUN crl-24914 318 7 in in ADP crl-24914 318 8 the the DET crl-24914 318 9 earth earth NOUN crl-24914 318 10 sciences science NOUN crl-24914 318 11 , , PUNCT crl-24914 318 12 ” " PUNCT crl-24914 318 13 d d PROPN crl-24914 318 14 - - PUNCT crl-24914 318 15 lib lib PROPN crl-24914 318 16 magazine magazine NOUN crl-24914 318 17 21 21 NUM crl-24914 318 18 , , PUNCT crl-24914 318 19 no no NOUN crl-24914 318 20 . . NOUN crl-24914 318 21 7/8 7/8 NUM crl-24914 318 22 ( ( PUNCT crl-24914 318 23 2015 2015 NUM crl-24914 318 24 ) ) PUNCT crl-24914 318 25 , , PUNCT crl-24914 318 26 https://doi https://doi PROPN crl-24914 318 27 . . PUNCT crl-24914 318 28 org/10.1045 org/10.1045 PROPN crl-24914 318 29 / / SYM crl-24914 318 30 july2015 july2015 PROPN crl-24914 318 31 - - PUNCT crl-24914 318 32 downs down NOUN crl-24914 318 33 ; ; PUNCT crl-24914 318 34 helena helena PROPN crl-24914 318 35 karasti karasti PROPN crl-24914 318 36 et et PROPN crl-24914 318 37 al al PROPN crl-24914 318 38 . . PROPN crl-24914 318 39 , , PUNCT crl-24914 318 40 “ " PUNCT crl-24914 318 41 knowledge knowledge NOUN crl-24914 318 42 infrastructures infrastructure NOUN crl-24914 318 43 : : PUNCT crl-24914 318 44 part part NOUN crl-24914 318 45 i i NOUN crl-24914 318 46 ( ( PUNCT crl-24914 318 47 guest guest NOUN crl-24914 318 48 editorial editorial NOUN crl-24914 318 49 ) ) PUNCT crl-24914 318 50 , , PUNCT crl-24914 318 51 ” " PUNCT crl-24914 318 52 science science PROPN crl-24914 318 53 & & CCONJ crl-24914 318 54 technology technology PROPN crl-24914 318 55 studies study NOUN crl-24914 318 56 29 29 NUM crl-24914 318 57 , , PUNCT crl-24914 318 58 no no NOUN crl-24914 318 59 . . NOUN crl-24914 318 60 1 1 NUM crl-24914 318 61 ( ( PUNCT crl-24914 318 62 2016 2016 NUM crl-24914 318 63 ) ) PUNCT crl-24914 318 64 , , PUNCT crl-24914 318 65 http://ojs.tsv.fi/index.php/sts/article/download/55406/pdf_1 http://ojs.tsv.fi/index.php/sts/article/download/55406/pdf_1 PROPN crl-24914 318 66 ; ; PUNCT crl-24914 319 1 e.a e.a PROPN crl-24914 319 2 . . PUNCT crl-24914 319 3 kihn kihn PROPN crl-24914 319 4 and and CCONJ crl-24914 319 5 c.g c.g PROPN crl-24914 319 6 . . PROPN crl-24914 319 7 fox fox PROPN crl-24914 319 8 , , PUNCT crl-24914 319 9 “ " PUNCT crl-24914 319 10 geophysical geophysical ADJ crl-24914 319 11 data datum NOUN crl-24914 319 12 stewardship stewardship NOUN crl-24914 319 13 in in ADP crl-24914 319 14 the the DET crl-24914 319 15 21st 21st ADJ crl-24914 319 16 century century NOUN crl-24914 319 17 at at ADP crl-24914 319 18 the the DET crl-24914 319 19 national national PROPN crl-24914 319 20 geophysical geophysical ADJ crl-24914 319 21 data datum NOUN crl-24914 319 22 center center NOUN crl-24914 319 23 ( ( PUNCT crl-24914 319 24 ngdc ngdc PROPN crl-24914 319 25 ) ) PUNCT crl-24914 319 26 , , PUNCT crl-24914 319 27 ” " PUNCT crl-24914 319 28 data datum NOUN crl-24914 319 29 science science PROPN crl-24914 319 30 journal journal PROPN crl-24914 319 31 12 12 NUM crl-24914 319 32 ( ( PUNCT crl-24914 319 33 2013 2013 NUM crl-24914 319 34 ): ): PUNCT crl-24914 319 35 wds193–96 wds193–96 INTJ crl-24914 319 36 , , PUNCT crl-24914 319 37 https://doi.org/10.2481/dsj.wds-033 https://doi.org/10.2481/dsj.wds-033 X crl-24914 319 38 ; ; PUNCT crl-24914 319 39 t.p t.p PROPN crl-24914 319 40 . . PROPN crl-24914 319 41 lauriault lauriault PROPN crl-24914 319 42 , , PUNCT crl-24914 319 43 p.l p.l PROPN crl-24914 319 44 . . PROPN crl-24914 319 45 pulsifer pulsifer PROPN crl-24914 319 46 , , PUNCT crl-24914 319 47 and and CCONJ crl-24914 319 48 d.r.f d.r.f PROPN crl-24914 319 49 . . PUNCT crl-24914 319 50 taylor taylor PROPN crl-24914 319 51 , , PUNCT crl-24914 319 52 “ " PUNCT crl-24914 319 53 the the DET crl-24914 319 54 preservation preservation NOUN crl-24914 319 55 and and CCONJ crl-24914 319 56 archiving archiving NOUN crl-24914 319 57 of of ADP crl-24914 319 58 geospatial geospatial ADJ crl-24914 319 59 digital digital ADJ crl-24914 319 60 data datum NOUN crl-24914 319 61 : : PUNCT crl-24914 319 62 challenges challenge NOUN crl-24914 319 63 and and CCONJ crl-24914 319 64 opportunities opportunity NOUN crl-24914 319 65 for for ADP crl-24914 319 66 cartographers cartographer NOUN crl-24914 319 67 , , PUNCT crl-24914 319 68 ” " PUNCT crl-24914 319 69 lecture lecture NOUN crl-24914 319 70 notes note NOUN crl-24914 319 71 in in ADP crl-24914 319 72 geoinformation geoinformation NOUN crl-24914 319 73 and and CCONJ crl-24914 319 74 cartography cartography NOUN crl-24914 319 75 , , PUNCT crl-24914 319 76 no no NOUN crl-24914 319 77 . . NOUN crl-24914 319 78 9783642127328 9783642127328 NUM crl-24914 319 79 ( ( PUNCT crl-24914 319 80 2010 2010 NUM crl-24914 319 81 ): ): PUNCT crl-24914 319 82 25–55 25–55 NUM crl-24914 319 83 , , PUNCT crl-24914 319 84 https://doi https://doi PROPN crl-24914 319 85 . . PUNCT crl-24914 320 1 org/10.1007/978 org/10.1007/978 PROPN crl-24914 320 2 - - PUNCT crl-24914 320 3 3 3 NUM crl-24914 320 4 - - SYM crl-24914 320 5 642 642 NUM crl-24914 320 6 - - PUNCT crl-24914 320 7 12733 12733 NUM crl-24914 320 8 - - PUNCT crl-24914 320 9 5_2 5_2 NUM crl-24914 320 10 ; ; PUNCT crl-24914 320 11 d.j d.j PROPN crl-24914 320 12 . . PROPN crl-24914 320 13 lowe lowe PROPN crl-24914 320 14 , , PUNCT crl-24914 320 15 “ " PUNCT crl-24914 320 16 the the DET crl-24914 320 17 geological geological ADJ crl-24914 320 18 data datum NOUN crl-24914 320 19 manager manager NOUN crl-24914 320 20 : : PUNCT crl-24914 320 21 an an DET crl-24914 320 22 expanding expand VERB crl-24914 320 23 role role NOUN crl-24914 320 24 to to PART crl-24914 320 25 fill fill VERB crl-24914 320 26 a a DET crl-24914 320 27 rapidly rapidly ADV crl-24914 320 28 growing grow VERB crl-24914 320 29 need need NOUN crl-24914 320 30 , , PUNCT crl-24914 320 31 ” " PUNCT crl-24914 320 32 geological geological ADJ crl-24914 320 33 society society NOUN crl-24914 320 34 special special ADJ crl-24914 320 35 publication publication NOUN crl-24914 320 36 97 97 NUM crl-24914 320 37 ( ( PUNCT crl-24914 320 38 1995 1995 NUM crl-24914 320 39 ): ): PUNCT crl-24914 320 40 81–90 81–90 NUM crl-24914 320 41 , , PUNCT crl-24914 320 42 https://doi.org/10.1144/gsl.sp.1995.097.01.10 https://doi.org/10.1144/gsl.sp.1995.097.01.10 PROPN crl-24914 320 43 ; ; PUNCT crl-24914 320 44 r.d r.d PROPN crl-24914 320 45 . . PROPN crl-24914 320 46 mcdowall mcdowall PROPN crl-24914 320 47 , , PUNCT crl-24914 320 48 “ " PUNCT crl-24914 320 49 understanding understand VERB crl-24914 320 50 data data NOUN crl-24914 320 51 governance governance NOUN crl-24914 320 52 , , PUNCT crl-24914 320 53 part part NOUN crl-24914 320 54 i i PRON crl-24914 320 55 , , PUNCT crl-24914 320 56 ” " PUNCT crl-24914 320 57 spectroscopy spectroscopy NOUN crl-24914 320 58 ( ( PUNCT crl-24914 320 59 santa santa PROPN crl-24914 320 60 monica monica PROPN crl-24914 320 61 ) ) PUNCT crl-24914 320 62 32 32 NUM crl-24914 320 63 , , PUNCT crl-24914 320 64 no no NOUN crl-24914 320 65 . . NOUN crl-24914 320 66 2 2 NUM crl-24914 320 67 ( ( PUNCT crl-24914 320 68 2017 2017 NUM crl-24914 320 69 ): ): PUNCT crl-24914 320 70 32–38 32–38 NUM crl-24914 320 71 ; ; PUNCT crl-24914 320 72 c.j c.j PROPN crl-24914 320 73 . . PROPN crl-24914 320 74 moore moore PROPN crl-24914 320 75 and and CCONJ crl-24914 320 76 r.e r.e PROPN crl-24914 320 77 . . PROPN crl-24914 320 78 habermann habermann PROPN crl-24914 320 79 , , PUNCT crl-24914 320 80 “ " PUNCT crl-24914 320 81 core core NOUN crl-24914 320 82 data datum NOUN crl-24914 320 83 stewardship stewardship NOUN crl-24914 320 84 : : PUNCT crl-24914 320 85 a a DET crl-24914 320 86 long long ADJ crl-24914 320 87 - - PUNCT crl-24914 320 88 term term NOUN crl-24914 320 89 perspective perspective NOUN crl-24914 320 90 , , PUNCT crl-24914 320 91 ” " PUNCT crl-24914 320 92 geological geological ADJ crl-24914 320 93 society society NOUN crl-24914 320 94 special special ADJ crl-24914 320 95 publication publication NOUN crl-24914 320 96 267 267 NUM crl-24914 320 97 ( ( PUNCT crl-24914 320 98 2006 2006 NUM crl-24914 320 99 ): ): PUNCT crl-24914 320 100 241–51 241–51 NUM crl-24914 320 101 , , PUNCT crl-24914 320 102 https://doi.org/10.1144/gsl.sp.2006.267.01.18 https://doi.org/10.1144/gsl.sp.2006.267.01.18 PROPN crl-24914 320 103 ; ; PUNCT crl-24914 320 104 t. t. PROPN crl-24914 320 105 nadim nadim PROPN crl-24914 320 106 , , PUNCT crl-24914 320 107 “ " PUNCT crl-24914 320 108 data datum NOUN crl-24914 320 109 labours labour NOUN crl-24914 320 110 : : PUNCT crl-24914 320 111 how how SCONJ crl-24914 320 112 the the DET crl-24914 320 113 sequence sequence NOUN crl-24914 320 114 databases database VERB crl-24914 320 115 genbank genbank VERB crl-24914 320 116 and and CCONJ crl-24914 320 117 embl embl NOUN crl-24914 320 118 - - PUNCT crl-24914 320 119 bank bank NOUN crl-24914 320 120 make make VERB crl-24914 320 121 data datum NOUN crl-24914 320 122 , , PUNCT crl-24914 320 123 ” " PUNCT crl-24914 320 124 science science NOUN crl-24914 320 125 as as ADP crl-24914 320 126 culture culture NOUN crl-24914 320 127 25 25 NUM crl-24914 320 128 , , PUNCT crl-24914 320 129 no no INTJ crl-24914 320 130 . . NOUN crl-24914 320 131 4 4 NUM crl-24914 320 132 ( ( PUNCT crl-24914 320 133 2016 2016 NUM crl-24914 320 134 ): ): PUNCT crl-24914 320 135 496–519 496–519 NUM crl-24914 320 136 , , PUNCT crl-24914 320 137 https:// https:// NOUN crl-24914 320 138 doi.org/10.1080/09505431.2016.1189894 doi.org/10.1080/09505431.2016.1189894 ADV crl-24914 320 139 . . PROPN crl-24914 320 140 21 21 NUM crl-24914 320 141 . . PUNCT crl-24914 321 1 “ " PUNCT crl-24914 321 2 european european PROPN crl-24914 321 3 open open ADJ crl-24914 321 4 science science PROPN crl-24914 321 5 cloud cloud NOUN crl-24914 321 6 , , PUNCT crl-24914 321 7 ” " PUNCT crl-24914 321 8 nature nature NOUN crl-24914 321 9 genetics genetic NOUN crl-24914 321 10 48 48 NUM crl-24914 321 11 , , PUNCT crl-24914 321 12 no no NOUN crl-24914 321 13 . . NOUN crl-24914 321 14 8 8 NUM crl-24914 321 15 ( ( PUNCT crl-24914 321 16 2016 2016 NUM crl-24914 321 17 ): ): PUNCT crl-24914 321 18 821 821 NUM crl-24914 321 19 , , PUNCT crl-24914 321 20 https://doi.org/10.1038/ng.3642 https://doi.org/10.1038/ng.3642 NOUN crl-24914 321 21 . . PUNCT crl-24914 322 1 22 22 NUM crl-24914 322 2 . . PUNCT crl-24914 323 1 ibid ibid VERB crl-24914 323 2 . . PUNCT crl-24914 324 1 23 23 NUM crl-24914 324 2 . . PUNCT crl-24914 325 1 cartwright cartwright ADJ crl-24914 325 2 , , PUNCT crl-24914 325 3 varner varner NOUN crl-24914 325 4 , , PUNCT crl-24914 325 5 and and CCONJ crl-24914 325 6 mclean mclean NOUN crl-24914 325 7 , , PUNCT crl-24914 325 8 “ " PUNCT crl-24914 325 9 data datum NOUN crl-24914 325 10 stewardship stewardship NOUN crl-24914 325 11 . . PUNCT crl-24914 325 12 ” " PUNCT crl-24914 326 1 24 24 NUM crl-24914 326 2 . . PUNCT crl-24914 326 3 boden boden PROPN crl-24914 326 4 , , PUNCT crl-24914 326 5 krassovski krassovski NOUN crl-24914 326 6 , , PUNCT crl-24914 326 7 and and CCONJ crl-24914 326 8 yang yang PROPN crl-24914 326 9 , , PUNCT crl-24914 326 10 “ " PUNCT crl-24914 326 11 the the DET crl-24914 326 12 ameriflux ameriflux ADJ crl-24914 326 13 data data NOUN crl-24914 326 14 activity activity NOUN crl-24914 326 15 and and CCONJ crl-24914 326 16 data datum NOUN crl-24914 326 17 system system NOUN crl-24914 326 18 ” " PUNCT crl-24914 326 19 ; ; PUNCT crl-24914 326 20 li li PROPN crl-24914 326 21 et et PROPN crl-24914 326 22 al al PROPN crl-24914 326 23 . . PROPN crl-24914 326 24 , , PUNCT crl-24914 326 25 “ " PUNCT crl-24914 326 26 toward toward ADP crl-24914 326 27 an an DET crl-24914 326 28 improved improved ADJ crl-24914 326 29 data data NOUN crl-24914 326 30 stewardship stewardship NOUN crl-24914 326 31 and and CCONJ crl-24914 326 32 service service NOUN crl-24914 326 33 for for ADP crl-24914 326 34 environmental environmental ADJ crl-24914 326 35 and and CCONJ crl-24914 326 36 ecological ecological ADJ crl-24914 326 37 science science NOUN crl-24914 326 38 data datum NOUN crl-24914 326 39 in in ADP crl-24914 326 40 west west PROPN crl-24914 326 41 china china PROPN crl-24914 326 42 ” " PUNCT crl-24914 326 43 ; ; PUNCT crl-24914 326 44 kihn kihn ADJ crl-24914 326 45 and and CCONJ crl-24914 326 46 fox fox NOUN crl-24914 326 47 , , PUNCT crl-24914 326 48 “ " PUNCT crl-24914 326 49 geophysical geophysical ADJ crl-24914 326 50 data datum NOUN crl-24914 326 51 stewardship stewardship NOUN crl-24914 326 52 in in ADP crl-24914 326 53 the the DET crl-24914 326 54 21st 21st ADJ crl-24914 326 55 century century NOUN crl-24914 326 56 at at ADP crl-24914 326 57 the the DET crl-24914 326 58 national national PROPN crl-24914 326 59 geophysical geophysical ADJ crl-24914 326 60 data datum NOUN crl-24914 326 61 center center NOUN crl-24914 326 62 ( ( PUNCT crl-24914 326 63 ngdc ngdc PROPN crl-24914 326 64 ) ) PUNCT crl-24914 326 65 . . PUNCT crl-24914 327 1 25 25 NUM crl-24914 327 2 . . PUNCT crl-24914 328 1 cartwright cartwright ADJ crl-24914 328 2 , , PUNCT crl-24914 328 3 varner varner NOUN crl-24914 328 4 , , PUNCT crl-24914 328 5 and and CCONJ crl-24914 328 6 mclean mclean NOUN crl-24914 328 7 , , PUNCT crl-24914 328 8 “ " PUNCT crl-24914 328 9 data datum NOUN crl-24914 328 10 stewardship stewardship NOUN crl-24914 328 11 ” " PUNCT crl-24914 328 12 ; ; PUNCT crl-24914 328 13 knapp knapp PROPN crl-24914 328 14 , , PUNCT crl-24914 328 15 bates bate NOUN crl-24914 328 16 , , PUNCT crl-24914 328 17 and and CCONJ crl-24914 328 18 barkstrom barkstrom NOUN crl-24914 328 19 , , PUNCT crl-24914 328 20 “ " PUNCT crl-24914 328 21 scientific scientific ADJ crl-24914 328 22 data datum NOUN crl-24914 328 23 stewardship stewardship NOUN crl-24914 328 24 ” " PUNCT crl-24914 328 25 ; ; PUNCT crl-24914 328 26 huang huang PROPN crl-24914 328 27 et et PROPN crl-24914 328 28 al al PROPN crl-24914 328 29 . . PROPN crl-24914 328 30 , , PUNCT crl-24914 328 31 “ " PUNCT crl-24914 328 32 prioritization prioritization NOUN crl-24914 328 33 of of ADP crl-24914 328 34 data data NOUN crl-24914 328 35 quality quality NOUN crl-24914 328 36 dimensions dimension NOUN crl-24914 328 37 and and CCONJ crl-24914 328 38 skills skill NOUN crl-24914 328 39 requirements requirement NOUN crl-24914 328 40 in in ADP crl-24914 328 41 genome genome ADJ crl-24914 328 42 annotation annotation NOUN crl-24914 328 43 work work NOUN crl-24914 328 44 . . PUNCT crl-24914 329 1 26 26 NUM crl-24914 329 2 . . PUNCT crl-24914 330 1 rikk rikk PROPN crl-24914 330 2 mulligan mulligan PROPN crl-24914 330 3 , , PUNCT crl-24914 330 4 spec spec NOUN crl-24914 330 5 kit kit NOUN crl-24914 330 6 350 350 NUM crl-24914 330 7 : : PUNCT crl-24914 330 8 supporting support VERB crl-24914 330 9 digital digital ADJ crl-24914 330 10 scholarship scholarship NOUN crl-24914 330 11 ( ( PUNCT crl-24914 330 12 may may PROPN crl-24914 330 13 2016 2016 NUM crl-24914 330 14 ) ) PUNCT crl-24914 330 15 , , PUNCT crl-24914 330 16 spec spec NOUN crl-24914 330 17 kit kit PROPN crl-24914 330 18 ( ( PUNCT crl-24914 330 19 chicago chicago PROPN crl-24914 330 20 , , PUNCT crl-24914 330 21 il il PROPN crl-24914 330 22 : : PUNCT crl-24914 330 23 association association PROPN crl-24914 330 24 of of ADP crl-24914 330 25 research research NOUN crl-24914 330 26 libraries library NOUN crl-24914 330 27 , , PUNCT crl-24914 330 28 2016 2016 NUM crl-24914 330 29 ) ) PUNCT crl-24914 330 30 , , PUNCT crl-24914 330 31 https://doi.org/10.29242/spec.350 https://doi.org/10.29242/spec.350 PROPN crl-24914 330 32 . . PUNCT crl-24914 331 1 27 27 NUM crl-24914 331 2 . . X crl-24914 332 1 clements clement NOUN crl-24914 332 2 , , PUNCT crl-24914 332 3 “ " PUNCT crl-24914 332 4 research research NOUN crl-24914 332 5 information information NOUN crl-24914 332 6 meets meet VERB crl-24914 332 7 research research NOUN crl-24914 332 8 data datum NOUN crl-24914 332 9 management management NOUN crl-24914 332 10 … … PUNCT crl-24914 332 11 in in ADP crl-24914 332 12 the the DET crl-24914 332 13 library library NOUN crl-24914 332 14 ? ? PUNCT crl-24914 332 15 ” " PUNCT crl-24914 333 1 28 28 NUM crl-24914 333 2 . . PROPN crl-24914 333 3 teperek teperek PROPN crl-24914 333 4 et et PROPN crl-24914 333 5 al al PROPN crl-24914 333 6 . . PROPN crl-24914 333 7 , , PUNCT crl-24914 333 8 “ " PUNCT crl-24914 333 9 data datum NOUN crl-24914 333 10 stewardship stewardship NOUN crl-24914 333 11 addressing address VERB crl-24914 333 12 disciplinary disciplinary ADJ crl-24914 333 13 data datum NOUN crl-24914 333 14 management management NOUN crl-24914 333 15 needs need NOUN crl-24914 333 16 . . PUNCT crl-24914 333 17 ” " PUNCT crl-24914 334 1 29 29 NUM crl-24914 334 2 . . PUNCT crl-24914 334 3 teperek teperek PROPN crl-24914 334 4 et et PROPN crl-24914 334 5 al al PROPN crl-24914 334 6 . . PROPN crl-24914 334 7 , , PUNCT crl-24914 334 8 “ " PUNCT crl-24914 334 9 data datum NOUN crl-24914 334 10 stewardship stewardship NOUN crl-24914 334 11 addressing address VERB crl-24914 334 12 disciplinary disciplinary ADJ crl-24914 334 13 data datum NOUN crl-24914 334 14 management management NOUN crl-24914 334 15 needs need NOUN crl-24914 334 16 . . PUNCT crl-24914 334 17 ” " PUNCT crl-24914 335 1 30 30 NUM crl-24914 335 2 . . PUNCT crl-24914 336 1 matt matt PROPN crl-24914 336 2 greenhall greenhall PROPN crl-24914 336 3 , , PUNCT crl-24914 336 4 “ " PUNCT crl-24914 336 5 digital digital ADJ crl-24914 336 6 scholarship scholarship NOUN crl-24914 336 7 and and CCONJ crl-24914 336 8 the the DET crl-24914 336 9 role role NOUN crl-24914 336 10 of of ADP crl-24914 336 11 the the DET crl-24914 336 12 research research NOUN crl-24914 336 13 library library NOUN crl-24914 336 14 , , PUNCT crl-24914 336 15 ” " PUNCT crl-24914 336 16 the the DET crl-24914 336 17 result result NOUN crl-24914 336 18 of of ADP crl-24914 336 19 the the DET crl-24914 336 20 rluk rluk PROPN crl-24914 336 21 digital digital PROPN crl-24914 336 22 scholarship scholarship NOUN crl-24914 336 23 survey survey NOUN crl-24914 336 24 ( ( PUNCT crl-24914 336 25 london london PROPN crl-24914 336 26 : : PUNCT crl-24914 336 27 rluk rluk PROPN crl-24914 336 28 , , PUNCT crl-24914 336 29 2019 2019 NUM crl-24914 336 30 ) ) PUNCT crl-24914 336 31 , , PUNCT crl-24914 336 32 https://www.rluk.ac.uk/wp-content/uploads/2019/07/rluk-digitalscholarship-report-july-2019.pdf https://www.rluk.ac.uk/wp-content/uploads/2019/07/rluk-digitalscholarship-report-july-2019.pdf PROPN crl-24914 336 33 . . PROPN crl-24914 337 1 31 31 NUM crl-24914 337 2 . . PUNCT crl-24914 337 3 saša saša PROPN crl-24914 337 4 baškarada baškarada PROPN crl-24914 337 5 and and CCONJ crl-24914 337 6 andy andy PROPN crl-24914 337 7 koronios koronios PROPN crl-24914 337 8 , , PUNCT crl-24914 337 9 “ " PUNCT crl-24914 337 10 unicorn unicorn ADJ crl-24914 337 11 data datum NOUN crl-24914 337 12 scientist scientist NOUN crl-24914 337 13 : : PUNCT crl-24914 337 14 the the DET crl-24914 337 15 rarest rare ADJ crl-24914 337 16 of of ADP crl-24914 337 17 breeds breed NOUN crl-24914 337 18 , , PUNCT crl-24914 337 19 ” " PUNCT crl-24914 337 20 program program NOUN crl-24914 337 21 51 51 NUM crl-24914 337 22 , , PUNCT crl-24914 337 23 no no NOUN crl-24914 337 24 . . NOUN crl-24914 337 25 1 1 NUM crl-24914 337 26 ( ( PUNCT crl-24914 337 27 january january PROPN crl-24914 337 28 1 1 NUM crl-24914 337 29 , , PUNCT crl-24914 337 30 2017 2017 NUM crl-24914 337 31 ): ): PUNCT crl-24914 337 32 65–74 65–74 NUM crl-24914 337 33 , , PUNCT crl-24914 337 34 https://doi.org/10.1108/prog-07-2016-0053 https://doi.org/10.1108/prog-07-2016-0053 NOUN crl-24914 337 35 ; ; PUNCT crl-24914 337 36 kennan kennan PROPN crl-24914 337 37 , , PUNCT crl-24914 337 38 “ " PUNCT crl-24914 337 39 in in ADP crl-24914 337 40 the the DET crl-24914 337 41 eye eye NOUN crl-24914 337 42 of of ADP crl-24914 337 43 the the DET crl-24914 337 44 beholder beholder NOUN crl-24914 337 45 . . PUNCT crl-24914 337 46 ” " PUNCT crl-24914 338 1 32 32 NUM crl-24914 338 2 . . PUNCT crl-24914 339 1 kennan kennan PROPN crl-24914 339 2 , , PUNCT crl-24914 339 3 “ " PUNCT crl-24914 339 4 in in ADP crl-24914 339 5 the the DET crl-24914 339 6 eye eye NOUN crl-24914 339 7 of of ADP crl-24914 339 8 the the DET crl-24914 339 9 beholder beholder NOUN crl-24914 339 10 . . PUNCT crl-24914 339 11 ” " PUNCT crl-24914 340 1 33 33 NUM crl-24914 340 2 . . PUNCT crl-24914 340 3 teperek teperek PROPN crl-24914 340 4 et et PROPN crl-24914 340 5 al al PROPN crl-24914 340 6 . . PROPN crl-24914 340 7 , , PUNCT crl-24914 340 8 “ " PUNCT crl-24914 340 9 data datum NOUN crl-24914 340 10 stewardship stewardship NOUN crl-24914 340 11 addressing address VERB crl-24914 340 12 disciplinary disciplinary ADJ crl-24914 340 13 data datum NOUN crl-24914 340 14 management management NOUN crl-24914 340 15 needs need NOUN crl-24914 340 16 . . PUNCT crl-24914 340 17 ” " PUNCT crl-24914 341 1 34 34 NUM crl-24914 341 2 . . PUNCT crl-24914 341 3 kathryn kathryn PROPN crl-24914 341 4 lage lage PROPN crl-24914 341 5 , , PUNCT crl-24914 341 6 barbara barbara PROPN crl-24914 341 7 losoff losoff PROPN crl-24914 341 8 , , PUNCT crl-24914 341 9 and and CCONJ crl-24914 341 10 jack jack NOUN crl-24914 341 11 maness maness NOUN crl-24914 341 12 , , PUNCT crl-24914 341 13 “ " PUNCT crl-24914 341 14 receptivity receptivity NOUN crl-24914 341 15 to to ADP crl-24914 341 16 library library NOUN crl-24914 341 17 involvement involvement NOUN crl-24914 341 18 in in ADP crl-24914 341 19 scientific scientific ADJ crl-24914 341 20 data datum NOUN crl-24914 341 21 curation curation NOUN crl-24914 341 22 : : PUNCT crl-24914 341 23 a a DET crl-24914 341 24 case case NOUN crl-24914 341 25 study study NOUN crl-24914 341 26 at at ADP crl-24914 341 27 the the DET crl-24914 341 28 university university PROPN crl-24914 341 29 of of ADP crl-24914 341 30 colorado colorado PROPN crl-24914 341 31 boulder boulder NOUN crl-24914 341 32 , , PUNCT crl-24914 341 33 ” " PUNCT crl-24914 341 34 portal portal ADJ crl-24914 341 35 : : PUNCT crl-24914 341 36 libraries library NOUN crl-24914 341 37 and and CCONJ crl-24914 341 38 the the DET crl-24914 341 39 academy academy NOUN crl-24914 341 40 11 11 NUM crl-24914 341 41 , , PUNCT crl-24914 341 42 no no NOUN crl-24914 341 43 . . NOUN crl-24914 341 44 4 4 NUM crl-24914 341 45 ( ( PUNCT crl-24914 341 46 2011 2011 NUM crl-24914 341 47 ): ): PUNCT crl-24914 341 48 915–937 915–937 NUM crl-24914 341 49 ; ; PUNCT crl-24914 341 50 kevin kevin PROPN crl-24914 341 51 crowston crowston PROPN crl-24914 341 52 , , PUNCT crl-24914 341 53 “ " PUNCT crl-24914 341 54 user user NOUN crl-24914 341 55 personas personas PROPN crl-24914 341 56 ” " PUNCT crl-24914 341 57 ( ( PUNCT crl-24914 341 58 dataone dataone VERB crl-24914 341 59 data data NOUN crl-24914 341 60 observation observation NOUN crl-24914 341 61 network network NOUN crl-24914 341 62 for for ADP crl-24914 341 63 earth earth NOUN crl-24914 341 64 , , PUNCT crl-24914 341 65 2015 2015 NUM crl-24914 341 66 ) ) PUNCT crl-24914 341 67 , , PUNCT crl-24914 341 68 https://www https://www PROPN crl-24914 341 69 . . PUNCT crl-24914 342 1 dataone.org/personas/abby-science-data-librarian dataone.org/personas/abby-science-data-librarian ADJ crl-24914 342 2 ; ; PUNCT crl-24914 342 3 lorna lorna NOUN crl-24914 342 4 wildgaard wildgaard ADV crl-24914 342 5 et et PROPN crl-24914 343 1 al al PROPN crl-24914 343 2 . . PROPN crl-24914 343 3 , , PUNCT crl-24914 343 4 “ " PUNCT crl-24914 343 5 national national ADJ crl-24914 343 6 coordination coordination NOUN crl-24914 343 7 of of ADP crl-24914 343 8 data datum NOUN crl-24914 343 9 steward steward NOUN crl-24914 343 10 education education NOUN crl-24914 343 11 in in ADP crl-24914 343 12 denmark denmark NOUN crl-24914 343 13 : : PUNCT crl-24914 343 14 final final ADJ crl-24914 343 15 report report NOUN crl-24914 343 16 to to ADP crl-24914 343 17 the the DET crl-24914 343 18 national national ADJ crl-24914 343 19 forum forum NOUN crl-24914 343 20 for for ADP crl-24914 343 21 research research NOUN crl-24914 343 22 data datum NOUN crl-24914 343 23 management management NOUN crl-24914 343 24 ( ( PUNCT crl-24914 343 25 dm dm NOUN crl-24914 343 26 forum forum NOUN crl-24914 343 27 ) ) PUNCT crl-24914 343 28 ” " PUNCT crl-24914 343 29 ( ( PUNCT crl-24914 343 30 national national ADJ crl-24914 343 31 forum forum NOUN crl-24914 343 32 for for ADP crl-24914 343 33 research research NOUN crl-24914 343 34 data datum NOUN crl-24914 343 35 management management NOUN crl-24914 343 36 ( ( PUNCT crl-24914 343 37 dm dm NOUN crl-24914 343 38 forum forum NOUN crl-24914 343 39 ) ) PUNCT crl-24914 343 40 , , PUNCT crl-24914 343 41 2020 2020 NUM crl-24914 343 42 ) ) PUNCT crl-24914 343 43 , , PUNCT crl-24914 343 44 https://doi.org/10.5281/zenodo.3609516 https://doi.org/10.5281/zenodo.3609516 SPACE crl-24914 343 45 . . PUNCT crl-24914 344 1 35 35 NUM crl-24914 344 2 . . PUNCT crl-24914 345 1 jack jack PROPN crl-24914 345 2 m. m. PROPN crl-24914 345 3 maness maness PROPN crl-24914 345 4 , , PUNCT crl-24914 345 5 tomasz tomasz NOUN crl-24914 345 6 miaskiewicz miaskiewicz PROPN crl-24914 345 7 , , PUNCT crl-24914 345 8 and and CCONJ crl-24914 345 9 tamara tamara PROPN crl-24914 345 10 sumner sumner NOUN crl-24914 345 11 , , PUNCT crl-24914 345 12 “ " PUNCT crl-24914 345 13 using use VERB crl-24914 345 14 personas persona NOUN crl-24914 345 15 to to PART crl-24914 345 16 understand understand VERB crl-24914 345 17 the the DET crl-24914 345 18 needs need NOUN crl-24914 345 19 and and CCONJ crl-24914 345 20 goals goal NOUN crl-24914 345 21 of of ADP crl-24914 345 22 institutional institutional ADJ crl-24914 345 23 repository repository ADJ crl-24914 345 24 users user NOUN crl-24914 345 25 , , PUNCT crl-24914 345 26 ” " PUNCT crl-24914 345 27 d d PROPN crl-24914 345 28 - - PUNCT crl-24914 345 29 lib lib PROPN crl-24914 345 30 magazine magazine NOUN crl-24914 345 31 14 14 NUM crl-24914 345 32 , , PUNCT crl-24914 345 33 no no NOUN crl-24914 345 34 . . NOUN crl-24914 345 35 9/10 9/10 NUM crl-24914 345 36 ( ( PUNCT crl-24914 345 37 2008 2008 NUM crl-24914 345 38 ): ): PUNCT crl-24914 345 39 15 15 NUM crl-24914 345 40 . . NUM crl-24914 345 41 36 36 NUM crl-24914 345 42 . . PUNCT crl-24914 345 43 crowston crowston PROPN crl-24914 345 44 , , PUNCT crl-24914 345 45 “ " PUNCT crl-24914 345 46 user user NOUN crl-24914 345 47 personas persona NOUN crl-24914 345 48 . . PUNCT crl-24914 345 49 ” " PUNCT crl-24914 346 1 https://doi.org/10.4031/mtsj.49.2.11 https://doi.org/10.4031/mtsj.49.2.11 PROPN crl-24914 346 2 https://doi.org/10.5194/gi-2-165-2013 https://doi.org/10.5194/gi-2-165-2013 PROPN crl-24914 346 3 https://doi.org/10.1021/ci00011a004 https://doi.org/10.1021/ci00011a004 NUM crl-24914 346 4 https://doi.org/10.1117/1.3043461 https://doi.org/10.1117/1.3043461 PROPN crl-24914 346 5 https://doi.org/10.1175/bams-88-9-1359 https://doi.org/10.1175/bams-88-9-1359 VERB crl-24914 346 6 https://doi.org/10.1080/17538947.2011.558123 https://doi.org/10.1080/17538947.2011.558123 PRON crl-24914 346 7 https://doi.org/10.1080/17538947.2011.558123 https://doi.org/10.1080/17538947.2011.558123 VERB crl-24914 346 8 https://doi.org/10.1007/s12145-010-0051-6 https://doi.org/10.1007/s12145-010-0051-6 NUM crl-24914 346 9 https://doi.org/10.1007/s12145-010-0051-6 https://doi.org/10.1007/s12145-010-0051-6 NUM crl-24914 346 10 https://doi.org/10.1045/july2015-downs https://doi.org/10.1045/july2015-down NOUN crl-24914 346 11 https://doi.org/10.1045/july2015-downs https://doi.org/10.1045/july2015-down NOUN crl-24914 346 12 http://ojs.tsv.fi/index.php/sts/article/download/55406/pdf_1 http://ojs.tsv.fi/index.php/sts/article/download/55406/pdf_1 VERB crl-24914 346 13 https://doi.org/10.2481/dsj.wds-033 https://doi.org/10.2481/dsj.wds-033 X crl-24914 347 1 https://doi.org/10.1007/978-3-642-12733-5_2 https://doi.org/10.1007/978-3-642-12733-5_2 NOUN crl-24914 347 2 https://doi.org/10.1007/978-3-642-12733-5_2 https://doi.org/10.1007/978-3-642-12733-5_2 NOUN crl-24914 347 3 https://doi.org/10.1144/gsl.sp.1995.097.01.10 https://doi.org/10.1144/gsl.sp.1995.097.01.10 PROPN crl-24914 348 1 http://gsl.sp http://gsl.sp PROPN crl-24914 348 2 https://doi.org/10.1080/09505431.2016.1189894 https://doi.org/10.1080/09505431.2016.1189894 PROPN crl-24914 348 3 https://doi.org/10.1080/09505431.2016.1189894 https://doi.org/10.1080/09505431.2016.1189894 PROPN crl-24914 348 4 https://doi.org/10.1038/ng.3642 https://doi.org/10.1038/ng.3642 X crl-24914 348 5 https://doi.org/10.29242/spec.350 https://doi.org/10.29242/spec.350 INTJ crl-24914 349 1 https://www.rluk.ac.uk/wp-content/uploads/2019/07/rluk-digital-scholarship-report-july-2019.pdf https://www.rluk.ac.uk/wp-content/uploads/2019/07/rluk-digital-scholarship-report-july-2019.pdf PROPN crl-24914 349 2 https://www.rluk.ac.uk/wp-content/uploads/2019/07/rluk-digital-scholarship-report-july-2019.pdf https://www.rluk.ac.uk/wp-content/uploads/2019/07/rluk-digital-scholarship-report-july-2019.pdf PROPN crl-24914 349 3 https://doi.org/10.1108/prog-07-2016-0053 https://doi.org/10.1108/prog-07-2016-0053 VERB crl-24914 349 4 https://www.dataone.org/personas/abby-science-data-librarian https://www.dataone.org/personas/abby-science-data-librarian ADJ crl-24914 350 1 https://www.dataone.org/personas/abby-science-data-librarian https://www.dataone.org/personas/abby-science-data-librarian ADJ crl-24914 350 2 https://doi.org/10.5281/zenodo.3609516 https://doi.org/10.5281/zenodo.3609516 SPACE crl-24914 350 3 using use VERB crl-24914 350 4 personas persona NOUN crl-24914 350 5 to to PART crl-24914 350 6 visualize visualize VERB crl-24914 350 7 the the DET crl-24914 350 8 need need NOUN crl-24914 350 9 for for ADP crl-24914 350 10 data datum NOUN crl-24914 350 11 stewardship stewardship NOUN crl-24914 350 12 351 351 NUM crl-24914 350 13 37 37 NUM crl-24914 350 14 . . PUNCT crl-24914 351 1 crowston crowston PROPN crl-24914 351 2 , , PUNCT crl-24914 351 3 “ " PUNCT crl-24914 351 4 user user NOUN crl-24914 351 5 personas persona NOUN crl-24914 351 6 . . PUNCT crl-24914 351 7 ” " PUNCT crl-24914 352 1 38 38 NUM crl-24914 352 2 . . PUNCT crl-24914 352 3 lage lage NOUN crl-24914 352 4 , , PUNCT crl-24914 352 5 losoff losoff NOUN crl-24914 352 6 , , PUNCT crl-24914 352 7 and and CCONJ crl-24914 352 8 maness maness ADJ crl-24914 352 9 , , PUNCT crl-24914 352 10 “ " PUNCT crl-24914 352 11 receptivity receptivity NOUN crl-24914 352 12 to to ADP crl-24914 352 13 library library NOUN crl-24914 352 14 involvement involvement NOUN crl-24914 352 15 in in ADP crl-24914 352 16 scientific scientific ADJ crl-24914 352 17 data datum NOUN crl-24914 352 18 curation curation NOUN crl-24914 352 19 . . PUNCT crl-24914 352 20 ” " PUNCT crl-24914 353 1 39 39 NUM crl-24914 353 2 . . PUNCT crl-24914 354 1 wildgaard wildgaard ADJ crl-24914 354 2 et et PROPN crl-24914 355 1 al al PROPN crl-24914 355 2 . . PROPN crl-24914 355 3 , , PUNCT crl-24914 355 4 “ " PUNCT crl-24914 355 5 national national ADJ crl-24914 355 6 coordination coordination NOUN crl-24914 355 7 of of ADP crl-24914 355 8 data datum NOUN crl-24914 355 9 steward steward NOUN crl-24914 355 10 education education NOUN crl-24914 355 11 in in ADP crl-24914 355 12 denmark denmark NOUN crl-24914 355 13 . . PUNCT crl-24914 355 14 ” " PUNCT crl-24914 356 1 40 40 NUM crl-24914 356 2 . . PUNCT crl-24914 357 1 erio erio NOUN crl-24914 357 2 ziglio ziglio NOUN crl-24914 357 3 , , PUNCT crl-24914 357 4 “ " PUNCT crl-24914 357 5 the the DET crl-24914 357 6 delphi delphi ADJ crl-24914 357 7 method method NOUN crl-24914 357 8 and and CCONJ crl-24914 357 9 its its PRON crl-24914 357 10 contribution contribution NOUN crl-24914 357 11 to to ADP crl-24914 357 12 decision decision NOUN crl-24914 357 13 - - PUNCT crl-24914 357 14 making making NOUN crl-24914 357 15 , , PUNCT crl-24914 357 16 ” " PUNCT crl-24914 357 17 in in ADP crl-24914 357 18 gazing gaze VERB crl-24914 357 19 into into ADP crl-24914 357 20 the the DET crl-24914 357 21 oracle oracle NOUN crl-24914 357 22 : : PUNCT crl-24914 357 23 the the DET crl-24914 357 24 delphi delphi ADJ crl-24914 357 25 method method NOUN crl-24914 357 26 and and CCONJ crl-24914 357 27 its its PRON crl-24914 357 28 application application NOUN crl-24914 357 29 to to ADP crl-24914 357 30 social social ADJ crl-24914 357 31 policy policy NOUN crl-24914 357 32 and and CCONJ crl-24914 357 33 public public ADJ crl-24914 357 34 health health NOUN crl-24914 357 35 , , PUNCT crl-24914 357 36 eds ed NOUN crl-24914 357 37 . . PUNCT crl-24914 358 1 michael michael PROPN crl-24914 358 2 adler adler PROPN crl-24914 358 3 and and CCONJ crl-24914 358 4 erio erio NOUN crl-24914 358 5 ziglio ziglio PROPN crl-24914 358 6 ( ( PUNCT crl-24914 358 7 london london PROPN crl-24914 358 8 , , PUNCT crl-24914 358 9 uk uk PROPN crl-24914 358 10 : : PUNCT crl-24914 358 11 jessica jessica PROPN crl-24914 358 12 kingsley kingsley PROPN crl-24914 358 13 , , PUNCT crl-24914 358 14 1996 1996 NUM crl-24914 358 15 ) ) PUNCT crl-24914 358 16 , , PUNCT crl-24914 358 17 3–33 3–33 PROPN crl-24914 358 18 . . PUNCT crl-24914 358 19 41 41 NUM crl-24914 358 20 . . PUNCT crl-24914 359 1 h. h. PROPN crl-24914 359 2 rex rex PROPN crl-24914 359 3 hartson hartson PROPN crl-24914 359 4 and and CCONJ crl-24914 359 5 pardha pardha PROPN crl-24914 359 6 s. s. PROPN crl-24914 359 7 pyla pyla PROPN crl-24914 359 8 , , PUNCT crl-24914 359 9 the the DET crl-24914 359 10 ux ux PROPN crl-24914 359 11 book book NOUN crl-24914 359 12 : : PUNCT crl-24914 359 13 process process NOUN crl-24914 359 14 and and CCONJ crl-24914 359 15 guidelines guideline NOUN crl-24914 359 16 for for ADP crl-24914 359 17 ensuring ensure VERB crl-24914 359 18 a a DET crl-24914 359 19 quality quality NOUN crl-24914 359 20 user user NOUN crl-24914 359 21 experience experience NOUN crl-24914 359 22 ( ( PUNCT crl-24914 359 23 amsterdam amsterdam PROPN crl-24914 359 24 , , PUNCT crl-24914 359 25 netherlands netherlands PROPN crl-24914 359 26 ; ; PUNCT crl-24914 359 27 boston boston PROPN crl-24914 359 28 , , PUNCT crl-24914 359 29 ma ma PROPN crl-24914 359 30 : : PUNCT crl-24914 359 31 elsevier elsevi ADJ crl-24914 359 32 , , PUNCT crl-24914 359 33 2012 2012 NUM crl-24914 359 34 ) ) PUNCT crl-24914 359 35 . . PUNCT crl-24914 360 1 42 42 NUM crl-24914 360 2 . . PUNCT crl-24914 361 1 hartson hartson NOUN crl-24914 361 2 and and CCONJ crl-24914 361 3 pyla pyla ADJ crl-24914 361 4 , , PUNCT crl-24914 361 5 the the DET crl-24914 361 6 ux ux PROPN crl-24914 361 7 book book NOUN crl-24914 361 8 , , PUNCT crl-24914 361 9 266 266 NUM crl-24914 361 10 . . PUNCT crl-24914 361 11 43 43 NUM crl-24914 361 12 . . PUNCT crl-24914 362 1 live live VERB crl-24914 362 2 kvale kvale NOUN crl-24914 362 3 and and CCONJ crl-24914 362 4 nils nil NOUN crl-24914 362 5 pharo pharo PROPN crl-24914 362 6 , , PUNCT crl-24914 362 7 “ " PUNCT crl-24914 362 8 understanding understand VERB crl-24914 362 9 the the DET crl-24914 362 10 data datum NOUN crl-24914 362 11 management management NOUN crl-24914 362 12 plan plan NOUN crl-24914 362 13 as as ADP crl-24914 362 14 a a DET crl-24914 362 15 boundary boundary ADJ crl-24914 362 16 object object NOUN crl-24914 362 17 through through ADP crl-24914 362 18 a a DET crl-24914 362 19 multi multi ADJ crl-24914 362 20 - - ADJ crl-24914 362 21 stakeholder stakeholder ADJ crl-24914 362 22 perspective perspective NOUN crl-24914 362 23 ” " PUNCT crl-24914 362 24 ( ( PUNCT crl-24914 362 25 forthcoming forthcoming ADJ crl-24914 362 26 ) ) PUNCT crl-24914 362 27 , , PUNCT crl-24914 362 28 international international ADJ crl-24914 362 29 journal journal NOUN crl-24914 362 30 of of ADP crl-24914 362 31 digital digital ADJ crl-24914 362 32 curation curation NOUN crl-24914 362 33 15 15 NUM crl-24914 362 34 , , PUNCT crl-24914 362 35 no no NOUN crl-24914 362 36 . . NOUN crl-24914 362 37 1 1 NUM crl-24914 362 38 ( ( PUNCT crl-24914 362 39 2021 2021 NUM crl-24914 362 40 ) ) PUNCT crl-24914 362 41 . . PUNCT crl-24914 363 1 44 44 NUM crl-24914 363 2 . . PUNCT crl-24914 364 1 john john PROPN crl-24914 364 2 w. w. PROPN crl-24914 364 3 creswell creswell PROPN crl-24914 364 4 and and CCONJ crl-24914 364 5 vicki vicki PROPN crl-24914 364 6 l. l. PROPN crl-24914 364 7 plano plano PROPN crl-24914 364 8 clark clark PROPN crl-24914 364 9 , , PUNCT crl-24914 364 10 designing design VERB crl-24914 364 11 and and CCONJ crl-24914 364 12 conducting conduct VERB crl-24914 364 13 mixed mixed ADJ crl-24914 364 14 methods method NOUN crl-24914 364 15 research research NOUN crl-24914 364 16 , , PUNCT crl-24914 364 17 3rd 3rd NOUN crl-24914 364 18 ed ed NOUN crl-24914 364 19 . . PUNCT crl-24914 365 1 ( ( PUNCT crl-24914 365 2 sage sage NOUN crl-24914 365 3 publishing publishing NOUN crl-24914 365 4 , , PUNCT crl-24914 365 5 2018 2018 NUM crl-24914 365 6 ) ) PUNCT crl-24914 365 7 , , PUNCT crl-24914 365 8 80 80 NUM crl-24914 365 9 . . NUM crl-24914 366 1 45 45 NUM crl-24914 366 2 . . PUNCT crl-24914 367 1 johnny johnny PROPN crl-24914 367 2 saldaña saldaña PROPN crl-24914 367 3 , , PUNCT crl-24914 367 4 the the DET crl-24914 367 5 coding code VERB crl-24914 367 6 manual manual NOUN crl-24914 367 7 for for ADP crl-24914 367 8 qualitative qualitative ADJ crl-24914 367 9 researchers researcher NOUN crl-24914 367 10 , , PUNCT crl-24914 367 11 3rd 3rd ADJ crl-24914 367 12 ed ed NOUN crl-24914 367 13 . . PUNCT crl-24914 368 1 ( ( PUNCT crl-24914 368 2 london london PROPN crl-24914 368 3 , , PUNCT crl-24914 368 4 uk uk PROPN crl-24914 368 5 : : PUNCT crl-24914 368 6 sage sage NOUN crl-24914 368 7 publishing publishing NOUN crl-24914 368 8 , , PUNCT crl-24914 368 9 2016 2016 NUM crl-24914 368 10 ) ) PUNCT crl-24914 368 11 . . PUNCT crl-24914 369 1 46 46 NUM crl-24914 369 2 . . PUNCT crl-24914 370 1 data datum NOUN crl-24914 370 2 from from ADP crl-24914 370 3 a a DET crl-24914 370 4 three three NUM crl-24914 370 5 - - PUNCT crl-24914 370 6 phase phase NOUN crl-24914 370 7 delphi delphi ADJ crl-24914 370 8 study study NOUN crl-24914 370 9 used use VERB crl-24914 370 10 to to PART crl-24914 370 11 investigate investigate VERB crl-24914 370 12 knowledge knowledge NOUN crl-24914 370 13 infrastructure infrastructure NOUN crl-24914 370 14 for for ADP crl-24914 370 15 research research NOUN crl-24914 370 16 data datum NOUN crl-24914 370 17 in in ADP crl-24914 370 18 norway norway PROPN crl-24914 370 19 , , PUNCT crl-24914 370 20 kirdn_data kirdn_data NOUN crl-24914 370 21 , , PUNCT crl-24914 370 22 2020 2020 NUM crl-24914 370 23 , , PUNCT crl-24914 370 24 http://doi.org/10.5281/zenodo.3673053 http://doi.org/10.5281/zenodo.3673053 X crl-24914 370 25 . . PUNCT crl-24914 371 1 47 47 NUM crl-24914 371 2 . . PUNCT crl-24914 372 1 kennan kennan PROPN crl-24914 372 2 , , PUNCT crl-24914 372 3 “ " PUNCT crl-24914 372 4 in in ADP crl-24914 372 5 the the DET crl-24914 372 6 eye eye NOUN crl-24914 372 7 of of ADP crl-24914 372 8 the the DET crl-24914 372 9 beholder beholder NOUN crl-24914 372 10 ” " PUNCT crl-24914 372 11 ; ; PUNCT crl-24914 372 12 baškarada baškarada PROPN crl-24914 372 13 and and CCONJ crl-24914 372 14 koronios koronio NOUN crl-24914 372 15 , , PUNCT crl-24914 372 16 “ " PUNCT crl-24914 372 17 unicorn unicorn ADJ crl-24914 372 18 data datum NOUN crl-24914 372 19 scientist scientist NOUN crl-24914 372 20 . . PUNCT crl-24914 372 21 ” " PUNCT crl-24914 373 1 48 48 NUM crl-24914 373 2 . . PUNCT crl-24914 374 1 oecd oecd PROPN crl-24914 374 2 , , PUNCT crl-24914 374 3 ed ed PROPN crl-24914 374 4 . . 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