{"id":"https://openalex.org/W2152024761","doi":"https://doi.org/10.1108/00012531111187216","title":"A multi\u2010layer contextual model for recommender systems in digital libraries","display_name":"A multi\u2010layer contextual model for recommender systems in digital libraries","publication_year":2011,"publication_date":"2011-11-22","ids":{"openalex":"https://openalex.org/W2152024761","doi":"https://doi.org/10.1108/00012531111187216","mag":"2152024761"},"language":"en","primary_location":{"id":"doi:10.1108/00012531111187216","is_oa":false,"landing_page_url":"https://doi.org/10.1108/00012531111187216","pdf_url":null,"source":{"id":"https://openalex.org/S4210189668","display_name":"Aslib Proceedings","issn_l":"0001-253X","issn":["0001-253X","1758-3748"],"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":"Aslib Proceedings","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/A5064324991","display_name":"Zohreh Dehghani","orcid":null},"institutions":[{"id":"https://openalex.org/I39268498","display_name":"University of Isfahan","ror":"https://ror.org/05h9t7759","country_code":"IR","type":"education","lineage":["https://openalex.org/I39268498"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Zohreh Dehghani","raw_affiliation_strings":["MLIS, Department of Library and Information Science, University of Isfahan, Isfahan, Iran","(MLIS, Department of Library and Information Science, University of Isfahan, Isfahan, Iran)"],"affiliations":[{"raw_affiliation_string":"MLIS, Department of Library and Information Science, University of Isfahan, Isfahan, Iran","institution_ids":["https://openalex.org/I39268498"]},{"raw_affiliation_string":"(MLIS, Department of Library and Information Science, University of Isfahan, Isfahan, Iran)","institution_ids":["https://openalex.org/I39268498"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110318374","display_name":"Ebrahim Afshar","orcid":null},"institutions":[{"id":"https://openalex.org/I39268498","display_name":"University of Isfahan","ror":"https://ror.org/05h9t7759","country_code":"IR","type":"education","lineage":["https://openalex.org/I39268498"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Ebrahim Afshar","raw_affiliation_strings":["Department of Library and Information Science, University of Isfahan, Isfahan, Iran","(Department of Library and Information Science, University of Isfahan, Isfahan, Iran)"],"affiliations":[{"raw_affiliation_string":"Department of Library and Information Science, University of Isfahan, Isfahan, Iran","institution_ids":["https://openalex.org/I39268498"]},{"raw_affiliation_string":"(Department of Library and Information Science, University of Isfahan, Isfahan, Iran)","institution_ids":["https://openalex.org/I39268498"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023462838","display_name":"Hamid R. Jamali","orcid":"https://orcid.org/0000-0003-1232-6473"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hamid R. Jamali","raw_affiliation_strings":["Department of Library and Information Studies, Faculty of Psychology and Education, Tarbiat Moallem University, Tehran, Iran","(Department of Library and Information Studies, Faculty of Psychology and Education, Tarbiat Moallem University, Tehran, Iran)"],"affiliations":[{"raw_affiliation_string":"Department of Library and Information Studies, Faculty of Psychology and Education, Tarbiat Moallem University, Tehran, Iran","institution_ids":[]},{"raw_affiliation_string":"(Department of Library and Information Studies, Faculty of Psychology and Education, Tarbiat Moallem University, Tehran, Iran)","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010548353","display_name":"Mohammad Ali Nematbakhsh","orcid":"https://orcid.org/0000-0002-4374-9228"},"institutions":[{"id":"https://openalex.org/I39268498","display_name":"University of Isfahan","ror":"https://ror.org/05h9t7759","country_code":"IR","type":"education","lineage":["https://openalex.org/I39268498"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Mohammad Ali Nematbakhsh","raw_affiliation_strings":["Computer Engineering Department, Faculty of Engineering, University of Isfahan, Isfahan, Iran","Computer Engineering Department, Faculty of Engineering, University of Isfahan, Isfahan, Iran#TAB#"],"affiliations":[{"raw_affiliation_string":"Computer Engineering Department, Faculty of Engineering, University of Isfahan, Isfahan, Iran","institution_ids":["https://openalex.org/I39268498"]},{"raw_affiliation_string":"Computer Engineering Department, Faculty of Engineering, University of Isfahan, Isfahan, Iran#TAB#","institution_ids":["https://openalex.org/I39268498"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5064324991"],"corresponding_institution_ids":["https://openalex.org/I39268498"],"apc_list":null,"apc_paid":null,"fwci":2.2168,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.91262747,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"63","issue":"6","first_page":"555","last_page":"569"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9998999834060669,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9998999834060669,"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/T10286","display_name":"Information Retrieval and Search Behavior","score":0.9807000160217285,"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/T12720","display_name":"Multimedia Communication and Technology","score":0.9711999893188477,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/rss","display_name":"RSS","score":0.7640188932418823},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.7543147802352905},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7496485114097595},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.5949243307113647},{"id":"https://openalex.org/keywords/grounded-theory","display_name":"Grounded theory","score":0.5075510740280151},{"id":"https://openalex.org/keywords/originality","display_name":"Originality","score":0.4694995880126953},{"id":"https://openalex.org/keywords/contextual-design","display_name":"Contextual design","score":0.4489355981349945},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4367738366127014},{"id":"https://openalex.org/keywords/information-system","display_name":"Information system","score":0.41534969210624695},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.408798485994339},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.39774924516677856},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.37649887800216675},{"id":"https://openalex.org/keywords/qualitative-research","display_name":"Qualitative research","score":0.3591795265674591},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.35330531001091003},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1638660430908203},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.13933402299880981}],"concepts":[{"id":"https://openalex.org/C2385561","wikidata":"https://www.wikidata.org/wiki/Q45432","display_name":"RSS","level":2,"score":0.7640188932418823},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.7543147802352905},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7496485114097595},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.5949243307113647},{"id":"https://openalex.org/C156325361","wikidata":"https://www.wikidata.org/wiki/Q1152864","display_name":"Grounded theory","level":3,"score":0.5075510740280151},{"id":"https://openalex.org/C2776950860","wikidata":"https://www.wikidata.org/wiki/Q2914681","display_name":"Originality","level":3,"score":0.4694995880126953},{"id":"https://openalex.org/C71611378","wikidata":"https://www.wikidata.org/wiki/Q5165191","display_name":"Contextual design","level":3,"score":0.4489355981349945},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4367738366127014},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.41534969210624695},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.408798485994339},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.39774924516677856},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.37649887800216675},{"id":"https://openalex.org/C190248442","wikidata":"https://www.wikidata.org/wiki/Q839486","display_name":"Qualitative research","level":2,"score":0.3591795265674591},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.35330531001091003},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1638660430908203},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.13933402299880981},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1108/00012531111187216","is_oa":false,"landing_page_url":"https://doi.org/10.1108/00012531111187216","pdf_url":null,"source":{"id":"https://openalex.org/S4210189668","display_name":"Aslib Proceedings","issn_l":"0001-253X","issn":["0001-253X","1758-3748"],"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":"Aslib Proceedings","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.8799999952316284}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1882088395","https://openalex.org/W1988970025","https://openalex.org/W2032717442","https://openalex.org/W2082404436","https://openalex.org/W2102378894","https://openalex.org/W2112430581","https://openalex.org/W2112589941","https://openalex.org/W2120262132","https://openalex.org/W2130868038","https://openalex.org/W2143666245","https://openalex.org/W2160311574","https://openalex.org/W2171960770","https://openalex.org/W2341865734","https://openalex.org/W4234816175","https://openalex.org/W4285719527"],"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/W2384288445","https://openalex.org/W2382526412","https://openalex.org/W3177075132"],"abstract_inverted_index":{"Purpose":[0],"The":[1,75],"aim":[2],"of":[3,18,36,115],"this":[4,81],"paper":[5],"is":[6,88,222],"to":[7,156,172],"investigate":[8],"contextual":[9,158,167,185,216],"information":[10,46,90,104,120,159,168,186,188,203],"that":[11,141],"has":[12,107],"an":[13,89],"impact":[14],"on":[15,207],"the":[16,161,165,208],"process":[17],"selection":[19],"and":[20,48,50,54,71,132,135,164,183,202,211],"decision":[21],"making":[22,148],"in":[23,27,62,80,112,160,174,187],"recommender":[24,220],"systems":[25,189],"(RSs)":[26],"digital":[28],"libraries.":[29],"Design/methodology/approach":[30],"Using":[31],"a":[32,113,149,214,219],"grounded":[33],"theory":[34],"method":[35],"qualitative":[37],"research,":[38],"semi\u2010structured":[39],"interviews":[40,59],"were":[41,60],"carried":[42],"out":[43],"with":[44,95,103,119],"22":[45],"specialists,":[47],"IT":[49],"computer":[51],"engineering":[52],"students":[53],"professors.":[55],"Data":[56],"resulting":[57],"from":[58],"analysed":[61],"two":[63],"stages":[64],"using":[65],"open":[66],"coding,":[67],"followed":[68],"by":[69],"axial":[70],"selective":[72],"coding.":[73],"Findings":[74],"central":[76],"idea":[77,210],"(concept)":[78],"developed":[79],"study,":[82],"named":[83],"scientific":[84],"research":[85],"ground":[86,91],"(SRG),":[87],"users":[92,111,201],"step":[93],"into":[94,145],"scholarly":[96],"purposes.":[97],"Within":[98],"SRG":[99,106,209],"they":[100],"start":[101],"interacting":[102,118],"systems.":[105,121,204],"contexts":[108,140],"which":[109],"situate":[110],"range":[114],"situations":[116],"while":[117],"Users'":[122],"characteristics":[123],"such":[124,177],"as":[125,178,195,197],"purpose,":[126],"activity,":[127],"literacy,":[128],"mental":[129],"state,":[130],"expectations,":[131],"assumptions,":[133],"occupational":[134],"social":[136],"status":[137],"are":[138],"some":[139],"should":[142],"be":[143,170],"taken":[144],"account":[146],"for":[147,218],"recommendation.":[150],"Research":[151],"limitations/implications":[152],"This":[153],"study":[154],"sought":[155],"explore":[157],"academic":[162,166],"community":[163],"cannot":[169],"generalized":[171],"RSs":[173],"other":[175],"environments":[176],"e\u2010commerce.":[179],"Practical":[180],"implications":[181],"Identifying":[182],"implementing":[184],"can":[190],"help":[191],"make":[192],"better":[193],"recommendations":[194],"well":[196],"improve":[198],"interaction":[199],"between":[200],"Originality/value":[205],"Based":[206],"its":[212],"contexts,":[213],"multi\u2010layer":[215],"model":[217],"system":[221],"proposed.":[223]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}