{"id":"https://openalex.org/W1504584547","doi":"https://doi.org/10.1108/el-07-2013-0136","title":"Mining library and university data to understand library use patterns","display_name":"Mining library and university data to understand library use patterns","publication_year":2015,"publication_date":"2015-05-27","ids":{"openalex":"https://openalex.org/W1504584547","doi":"https://doi.org/10.1108/el-07-2013-0136","mag":"1504584547"},"language":"en","primary_location":{"id":"doi:10.1108/el-07-2013-0136","is_oa":false,"landing_page_url":"https://doi.org/10.1108/el-07-2013-0136","pdf_url":null,"source":{"id":"https://openalex.org/S902750600","display_name":"The Electronic Library","issn_l":"0264-0473","issn":["0264-0473","1758-616X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Electronic Library","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5013420936","display_name":"John P. Renaud","orcid":"https://orcid.org/0000-0003-4995-5556"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John Renaud","raw_affiliation_strings":["UCI Libraries, University of California, Irvine, California, USA","(UCI Libraries, University of California, Irvine, California, USA)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UCI Libraries, University of California, Irvine, California, USA","institution_ids":["https://openalex.org/I204250578"]},{"raw_affiliation_string":"(UCI Libraries, University of California, Irvine, California, USA)","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102995212","display_name":"Scott Britton","orcid":"https://orcid.org/0000-0003-0522-580X"},"institutions":[{"id":"https://openalex.org/I103531236","display_name":"Boston College","ror":"https://ror.org/02n2fzt79","country_code":"US","type":"education","lineage":["https://openalex.org/I103531236"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Scott Britton","raw_affiliation_strings":["University Libraries, Boston College, Chestnut Hill, Massachusetts, USA","(University Libraries, Boston College, Chestnut Hill, Massachusetts, USA)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Libraries, Boston College, Chestnut Hill, Massachusetts, USA","institution_ids":["https://openalex.org/I103531236"]},{"raw_affiliation_string":"(University Libraries, Boston College, Chestnut Hill, Massachusetts, USA)","institution_ids":["https://openalex.org/I103531236"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101983506","display_name":"Dingding Wang","orcid":"https://orcid.org/0000-0003-2339-8050"},"institutions":[{"id":"https://openalex.org/I145608581","display_name":"University of Miami","ror":"https://ror.org/02dgjyy92","country_code":"US","type":"education","lineage":["https://openalex.org/I145608581"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dingding Wang","raw_affiliation_strings":["Center for Computational Science, University of Miami, Coral Gables, Florida, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Computational Science, University of Miami, Coral Gables, Florida, USA","institution_ids":["https://openalex.org/I145608581"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019383096","display_name":"Mitsunori Ogihara","orcid":"https://orcid.org/0000-0002-5690-7854"},"institutions":[{"id":"https://openalex.org/I145608581","display_name":"University of Miami","ror":"https://ror.org/02dgjyy92","country_code":"US","type":"education","lineage":["https://openalex.org/I145608581"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mitsunori Ogihara","raw_affiliation_strings":["Department of Computer Science, University of Miami, Coral Gables, Florida, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Miami, Coral Gables, Florida, USA","institution_ids":["https://openalex.org/I145608581"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":25.0941,"has_fulltext":false,"cited_by_count":53,"citation_normalized_percentile":{"value":0.99209382,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"33","issue":"3","first_page":"355","last_page":"372"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10712","display_name":"Library Science and Information Literacy","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/3309","display_name":"Library and Information Sciences"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10712","display_name":"Library Science and Information Literacy","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/3309","display_name":"Library and Information Sciences"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12289","display_name":"Library Science and Administration","score":0.9950000047683716,"subfield":{"id":"https://openalex.org/subfields/3309","display_name":"Library and Information Sciences"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11813","display_name":"Library Collection Development and Digital Resources","score":0.9908000230789185,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/outreach","display_name":"Outreach","score":0.7703328728675842},{"id":"https://openalex.org/keywords/upload","display_name":"Upload","score":0.6803346276283264},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5971440672874451},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.5791661143302917},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.5346946120262146},{"id":"https://openalex.org/keywords/originality","display_name":"Originality","score":0.5288922190666199},{"id":"https://openalex.org/keywords/subject","display_name":"Subject (documents)","score":0.4905771315097809},{"id":"https://openalex.org/keywords/law-library","display_name":"Law library","score":0.4629910886287689},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.45258036255836487},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.44837886095046997},{"id":"https://openalex.org/keywords/library-classification","display_name":"Library classification","score":0.44572627544403076},{"id":"https://openalex.org/keywords/library-science","display_name":"Library science","score":0.4292716383934021},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.32300713658332825},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.20825093984603882},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.1720893383026123}],"concepts":[{"id":"https://openalex.org/C2781400479","wikidata":"https://www.wikidata.org/wiki/Q11640","display_name":"Outreach","level":2,"score":0.7703328728675842},{"id":"https://openalex.org/C71901391","wikidata":"https://www.wikidata.org/wiki/Q7126699","display_name":"Upload","level":2,"score":0.6803346276283264},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5971440672874451},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.5791661143302917},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.5346946120262146},{"id":"https://openalex.org/C2776950860","wikidata":"https://www.wikidata.org/wiki/Q2914681","display_name":"Originality","level":3,"score":0.5288922190666199},{"id":"https://openalex.org/C2777855551","wikidata":"https://www.wikidata.org/wiki/Q12310021","display_name":"Subject (documents)","level":2,"score":0.4905771315097809},{"id":"https://openalex.org/C2777377694","wikidata":"https://www.wikidata.org/wiki/Q6503358","display_name":"Law library","level":2,"score":0.4629910886287689},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.45258036255836487},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.44837886095046997},{"id":"https://openalex.org/C204126058","wikidata":"https://www.wikidata.org/wiki/Q48473","display_name":"Library classification","level":2,"score":0.44572627544403076},{"id":"https://openalex.org/C161191863","wikidata":"https://www.wikidata.org/wiki/Q199655","display_name":"Library science","level":1,"score":0.4292716383934021},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.32300713658332825},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.20825093984603882},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.1720893383026123},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C190248442","wikidata":"https://www.wikidata.org/wiki/Q839486","display_name":"Qualitative research","level":2,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1108/el-07-2013-0136","is_oa":false,"landing_page_url":"https://doi.org/10.1108/el-07-2013-0136","pdf_url":null,"source":{"id":"https://openalex.org/S902750600","display_name":"The Electronic Library","issn_l":"0264-0473","issn":["0264-0473","1758-616X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Electronic Library","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Partnerships for the goals","score":0.5600000023841858,"id":"https://metadata.un.org/sdg/17"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W12257009","https://openalex.org/W46659105","https://openalex.org/W291216105","https://openalex.org/W561380108","https://openalex.org/W755192236","https://openalex.org/W1967359578","https://openalex.org/W1983792174","https://openalex.org/W1991226776","https://openalex.org/W2029313131","https://openalex.org/W2032497000","https://openalex.org/W2069035097","https://openalex.org/W2099511442","https://openalex.org/W2135988998","https://openalex.org/W2136309526","https://openalex.org/W4246677227","https://openalex.org/W4287643567","https://openalex.org/W6600507060","https://openalex.org/W6610234640"],"related_works":["https://openalex.org/W2041415459","https://openalex.org/W2593155302","https://openalex.org/W2072812638","https://openalex.org/W3126095231","https://openalex.org/W2352855287","https://openalex.org/W4200071106","https://openalex.org/W2378906650","https://openalex.org/W2971920011","https://openalex.org/W2383658657","https://openalex.org/W2149946078"],"abstract_inverted_index":{"Purpose":[0],"\u2013":[1,72,106,135,180,222],"Library":[2],"data":[3,11,18,36,44,52,79,88,96,157,232],"are":[4,159,176],"often":[5],"hard":[6],"to":[7,27,41,45,54,60,66,100,171],"analyze":[8],"because":[9],"these":[10,174],"come":[12],"from":[13,80,160],"unconnected":[14],"sources,":[15],"and":[16,59,77,84,103,124,129,143,151,198,207,219,237],"the":[17,25,33,81,153,185,204],"sets":[19,89],"can":[20],"be":[21,39,101],"very":[22],"large.":[23],"Furthermore,":[24],"desire":[26],"protect":[28],"user":[29,141,208],"privacy":[30],"has":[31],"prevented":[32],"retention":[34],"of":[35,111,118,137,184,196,203,216,234],"that":[37,230],"could":[38],"used":[40,51,158],"correlate":[42],"library":[43,56,63,112,127,187,200,236],"non-library":[46],"data.":[47],"The":[48,107,156,181],"research":[49,74,165],"team":[50,75],"mining":[53,233],"determine":[55,61,172],"use":[57,64,113,120,128,183],"patterns":[58,110,117],"whether":[62,173],"correlated":[65],"students\u2019":[67],"grade":[68,130],"point":[69,131],"average.":[70,132],"Design/methodology/approach":[71],"A":[73,223],"collected":[76],"analyzed":[78,102],"libraries,":[82],"registrar":[83],"human":[85],"resources.":[86],"All":[87],"were":[90],"uploaded":[91],"into":[92],"a":[93],"single,":[94],"secure":[95],"warehouse,":[97],"allowing":[98],"them":[99],"correlated.":[104],"Findings":[105],"analysis":[108],"revealed":[109],"by":[114,188],"academic":[115],"department,":[116],"book":[119],"over":[121],"20":[122],"years":[123],"correlations":[125],"between":[126],"Research":[133],"limitations/implications":[134],"Analysis":[136],"more":[138,213],"narrowly":[139],"defined":[140],"populations":[142],"collections":[144,206],"will":[145,211],"help":[146],"develop":[147],"targeted":[148],"outreach":[149,209],"efforts":[150,210],"manage":[152],"print":[154,205],"collections.":[155],"one":[161],"university;":[162],"therefore,":[163],"similar":[164],"is":[166,225],"needed":[167],"at":[168],"other":[169],"institutions":[170],"findings":[175],"generalizable.":[177],"Practical":[178],"implications":[179],"unexpected":[182],"central":[186,199],"those":[189],"affiliated":[190],"with":[191],"law":[192,197],"resulted":[193],"in":[194],"cross-education":[195],"staff.":[201],"Management":[202],"reflect":[212],"nuanced":[214],"selection":[215],"subject":[217],"areas":[218],"departments.":[220],"Originality/value":[221],"model":[224],"suggested":[226],"for":[227],"campus":[228,238],"partnerships":[229],"enables":[231],"sensitive":[235],"information.":[239]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":15},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":6}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
