{"id":"https://openalex.org/W4415754624","doi":"https://doi.org/10.1108/jd-07-2025-0189","title":"Can LLMs help redefine core journals in <i>Lib</i> <i>rary and Information Science</i> ? A\u00a0content-based classification approach using large language models","display_name":"Can LLMs help redefine core journals in <i>Lib</i> <i>rary and Information Science</i> ? A\u00a0content-based classification approach using large language models","publication_year":2025,"publication_date":"2025-10-31","ids":{"openalex":"https://openalex.org/W4415754624","doi":"https://doi.org/10.1108/jd-07-2025-0189"},"language":"en","primary_location":{"id":"doi:10.1108/jd-07-2025-0189","is_oa":false,"landing_page_url":"https://doi.org/10.1108/jd-07-2025-0189","pdf_url":null,"source":{"id":"https://openalex.org/S10082577","display_name":"Journal of Documentation","issn_l":"0022-0418","issn":["0022-0418","1758-7379"],"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":"Journal of Documentation","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/A5044204452","display_name":"Eungi Kim","orcid":"https://orcid.org/0000-0001-7314-1726"},"institutions":[{"id":"https://openalex.org/I4210101341","display_name":"Keimyung College University","ror":"https://ror.org/01g4vtd10","country_code":"KR","type":"education","lineage":["https://openalex.org/I4210101341"]},{"id":"https://openalex.org/I52010207","display_name":"Keimyung University","ror":"https://ror.org/00tjv0s33","country_code":"KR","type":"education","lineage":["https://openalex.org/I52010207"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Eungi Kim","raw_affiliation_strings":["Keimyung University Department of Library and Information Science, , ,","Department of Library and Information Science, Keimyung University, Daegu, South Korea"],"raw_orcid":"https://orcid.org/0000-0001-7314-1726","affiliations":[{"raw_affiliation_string":"Keimyung University Department of Library and Information Science, , ,","institution_ids":["https://openalex.org/I4210101341","https://openalex.org/I52010207"]},{"raw_affiliation_string":"Department of Library and Information Science, Keimyung University, Daegu, South Korea","institution_ids":["https://openalex.org/I52010207"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5044204452"],"corresponding_institution_ids":["https://openalex.org/I4210101341","https://openalex.org/I52010207"],"apc_list":null,"apc_paid":null,"fwci":4.0534,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.94827135,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"82","issue":"1","first_page":"65","last_page":"78"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14330","display_name":"Library Science and Information Systems","score":0.421099990606308,"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"}},"topics":[{"id":"https://openalex.org/T14330","display_name":"Library Science and Information Systems","score":0.421099990606308,"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"}},{"id":"https://openalex.org/T10102","display_name":"scientometrics and bibliometrics research","score":0.1143999993801117,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13910","display_name":"Computational and Text Analysis Methods","score":0.08399999886751175,"subfield":{"id":"https://openalex.org/subfields/3300","display_name":"General Social Sciences"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/mirroring","display_name":"Mirroring","score":0.7670999765396118},{"id":"https://openalex.org/keywords/discipline","display_name":"Discipline","score":0.6190999746322632},{"id":"https://openalex.org/keywords/core","display_name":"Core (optical fiber)","score":0.5943999886512756},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4973999857902527},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.3910999894142151},{"id":"https://openalex.org/keywords/boundary","display_name":"Boundary (topology)","score":0.3644999861717224},{"id":"https://openalex.org/keywords/nexus","display_name":"Nexus (standard)","score":0.3353999853134155}],"concepts":[{"id":"https://openalex.org/C189645446","wikidata":"https://www.wikidata.org/wiki/Q350865","display_name":"Mirroring","level":2,"score":0.7670999765396118},{"id":"https://openalex.org/C8795937","wikidata":"https://www.wikidata.org/wiki/Q11862829","display_name":"Discipline","level":2,"score":0.6190999746322632},{"id":"https://openalex.org/C2164484","wikidata":"https://www.wikidata.org/wiki/Q5170150","display_name":"Core (optical fiber)","level":2,"score":0.5943999886512756},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5026999711990356},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4973999857902527},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.48919999599456787},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.3910999894142151},{"id":"https://openalex.org/C62354387","wikidata":"https://www.wikidata.org/wiki/Q875399","display_name":"Boundary (topology)","level":2,"score":0.3644999861717224},{"id":"https://openalex.org/C148609458","wikidata":"https://www.wikidata.org/wiki/Q7021281","display_name":"Nexus (standard)","level":2,"score":0.3353999853134155},{"id":"https://openalex.org/C95831776","wikidata":"https://www.wikidata.org/wiki/Q16387","display_name":"Information science","level":2,"score":0.33219999074935913},{"id":"https://openalex.org/C178315738","wikidata":"https://www.wikidata.org/wiki/Q603441","display_name":"Bibliometrics","level":2,"score":0.3188000023365021},{"id":"https://openalex.org/C2780920095","wikidata":"https://www.wikidata.org/wiki/Q895154","display_name":"Boundary object","level":3,"score":0.3156999945640564},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.3138999938964844},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.31369999051094055},{"id":"https://openalex.org/C171686336","wikidata":"https://www.wikidata.org/wiki/Q3532085","display_name":"Topic model","level":2,"score":0.310699999332428},{"id":"https://openalex.org/C155092808","wikidata":"https://www.wikidata.org/wiki/Q182557","display_name":"Computational linguistics","level":2,"score":0.3043999969959259},{"id":"https://openalex.org/C133741464","wikidata":"https://www.wikidata.org/wiki/Q849359","display_name":"Interdisciplinarity","level":2,"score":0.2759000062942505},{"id":"https://openalex.org/C161191863","wikidata":"https://www.wikidata.org/wiki/Q199655","display_name":"Library science","level":1,"score":0.2639999985694885},{"id":"https://openalex.org/C2777705401","wikidata":"https://www.wikidata.org/wiki/Q6457570","display_name":"LEAPS","level":2,"score":0.25619998574256897},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.25270000100135803}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1108/jd-07-2025-0189","is_oa":false,"landing_page_url":"https://doi.org/10.1108/jd-07-2025-0189","pdf_url":null,"source":{"id":"https://openalex.org/S10082577","display_name":"Journal of Documentation","issn_l":"0022-0418","issn":["0022-0418","1758-7379"],"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":"Journal of Documentation","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1602102908","https://openalex.org/W1747769665","https://openalex.org/W1778331904","https://openalex.org/W2015864098","https://openalex.org/W2020580461","https://openalex.org/W2032720525","https://openalex.org/W2037803704","https://openalex.org/W2038809333","https://openalex.org/W2044198785","https://openalex.org/W2052671095","https://openalex.org/W2061332774","https://openalex.org/W2089239512","https://openalex.org/W2094003897","https://openalex.org/W2106148458","https://openalex.org/W2109215510","https://openalex.org/W2129124494","https://openalex.org/W2148450140","https://openalex.org/W2320311541","https://openalex.org/W2333909909","https://openalex.org/W2809149156","https://openalex.org/W2952391320","https://openalex.org/W2981138138","https://openalex.org/W2987286796","https://openalex.org/W4229761720","https://openalex.org/W4387860629","https://openalex.org/W4391898113","https://openalex.org/W4391971084","https://openalex.org/W4399429928","https://openalex.org/W4401364750","https://openalex.org/W4402740791","https://openalex.org/W4407984013","https://openalex.org/W4408386221","https://openalex.org/W4410638125"],"related_works":[],"abstract_inverted_index":{"Purpose":[0],"This":[1,140,155,181],"study":[2,156,182],"examines":[3],"whether":[4],"large":[5],"language":[6],"models":[7],"(LLMs)":[8],"can":[9],"provide":[10],"consistent":[11],"content-based":[12],"classification":[13,151],"of":[14,56,102,173],"core":[15,28,69],"Library":[16],"and":[17,43,79,108,163],"Information":[18,106],"Science":[19,107],"(LIS)":[20],"journals.":[21],"Design/methodology/approach":[22],"Using":[23],"4,405":[24],"abstracts":[25],"from":[26],"ten":[27,160],"LIS":[29,63,161],"journals":[30,90,98,162],"(2019\u20132024),":[31],"four":[32],"LLMs":[33,120,185],"\u2013":[34,47],"Claude":[35],"3":[36],"Haiku,":[37],"GPT-4o":[38],"Mini,":[39],"Gemini":[40],"Flash":[41],"2.0":[42],"DeepSeek":[44],"Coder":[45],"Instruct":[46],"were":[48,82,91,110],"prompted":[49],"to":[50,61,159,199],"classify":[51],"each":[52],"article":[53],"into":[54],"one":[55],"three":[57],"categories:":[58],"Core":[59],"(central":[60],"the":[62,100,103,145,170],"field),":[64],"CorePeriph":[65],"(partially":[66],"aligned":[67],"with":[68,130],"themes)":[70],"or":[71,75],"Peripheral":[72],"(loosely":[73],"related":[74],"interdisciplinary).":[76],"Inter-model":[77],"agreement":[78,116],"journal-level":[80],"classifications":[81],"then":[83],"analyzed":[84],"using":[85],"statistical":[86],"measures.":[87],"Findings":[88],"Library-centered":[89],"consistently":[92],"classified":[93],"as":[94,149],"Core,":[95],"while":[96],"interdisciplinary":[97,174],"like":[99],"Journal":[101],"Association":[104],"for":[105],"Technology":[109],"often":[111],"labeled":[112],"CorePeriph.":[113],"However,":[114],"inter-model":[115],"varied":[117],"substantially":[118],"(0.49\u20130.88).":[119],"reproduced":[121],"rather":[122,176,187],"than":[123,177,188],"resolved":[124],"existing":[125],"uncertainties":[126],"about":[127,137],"disciplinary":[128,190],"boundaries,":[129],"their":[131],"disagreements":[132,167],"mirroring":[133],"broader":[134],"scholarly":[135],"debates":[136],"field":[138],"identity.":[139],"suggests":[141],"computational":[142,197],"approaches":[143,198],"face":[144],"same":[146],"epistemological":[147],"limitations":[148,195],"human-based":[150],"systems.":[152],"Research":[153],"limitations/implications":[154],"is":[157],"limited":[158],"abstract-only":[164],"analysis.":[165],"Model":[166],"may":[168],"reflect":[169],"evolving":[171],"nature":[172],"boundaries":[175],"technical":[178],"limitations.":[179],"Originality/value":[180],"demonstrates":[183],"that":[184],"reproduce":[186],"resolve":[189],"boundary":[191],"uncertainties,":[192],"revealing":[193],"fundamental":[194],"in":[196],"defining":[200],"academic":[201],"fields.":[202]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-11-01T00:00:00"}