{"id":"https://openalex.org/W4383217665","doi":"https://doi.org/10.1080/10919392.2023.2226542","title":"AN ONTOLOGY BASED PRODUCT RECOMMENDATION SYSTEM FOR NEXT GENERATION E-RETAIL","display_name":"AN ONTOLOGY BASED PRODUCT RECOMMENDATION SYSTEM FOR NEXT GENERATION E-RETAIL","publication_year":2023,"publication_date":"2023-04-03","ids":{"openalex":"https://openalex.org/W4383217665","doi":"https://doi.org/10.1080/10919392.2023.2226542"},"language":"en","primary_location":{"id":"doi:10.1080/10919392.2023.2226542","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10919392.2023.2226542","pdf_url":null,"source":{"id":"https://openalex.org/S128779766","display_name":"Journal of Organizational Computing and Electronic Commerce","issn_l":"1054-1721","issn":["1054-1721","1091-9392","1532-7744"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Organizational Computing and Electronic Commerce","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://acikerisim.comu.edu.tr/bitstreams/ab268eab-30a4-4221-83ea-9943f19fff43/download","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5046748546","display_name":"Ali Murat Tiryaki","orcid":"https://orcid.org/0000-0001-8224-6319"},"institutions":[{"id":"https://openalex.org/I115953327","display_name":"\u00c7anakkale Onsekiz Mart \u00dcniversitesi","ror":"https://ror.org/05rsv8p09","country_code":"TR","type":"education","lineage":["https://openalex.org/I115953327"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Ali Murat Tiryaki","raw_affiliation_strings":["Computer Engineering, Canakkale Onsekiz Mart University, Canakkale, Turkey"],"affiliations":[{"raw_affiliation_string":"Computer Engineering, Canakkale Onsekiz Mart University, Canakkale, Turkey","institution_ids":["https://openalex.org/I115953327"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061967815","display_name":"Sait Can Y\u00fcceba\u015f","orcid":"https://orcid.org/0000-0002-1030-3545"},"institutions":[{"id":"https://openalex.org/I115953327","display_name":"\u00c7anakkale Onsekiz Mart \u00dcniversitesi","ror":"https://ror.org/05rsv8p09","country_code":"TR","type":"education","lineage":["https://openalex.org/I115953327"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Sait Can Y\u00fcceba\u015f","raw_affiliation_strings":["Computer Engineering, Canakkale Onsekiz Mart University, Canakkale, Turkey"],"affiliations":[{"raw_affiliation_string":"Computer Engineering, Canakkale Onsekiz Mart University, Canakkale, Turkey","institution_ids":["https://openalex.org/I115953327"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5046748546"],"corresponding_institution_ids":["https://openalex.org/I115953327"],"apc_list":null,"apc_paid":null,"fwci":0.9147,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.78834377,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"33","issue":"1-2","first_page":"1","last_page":"21"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.97079998254776,"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":0.97079998254776,"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/T12734","display_name":"Information Systems and Technology Applications","score":0.9520999789237976,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7887340188026428},{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.7496168613433838},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.7293882369995117},{"id":"https://openalex.org/keywords/scope","display_name":"Scope (computer science)","score":0.6555194854736328},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.6455571055412292},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.6057307124137878},{"id":"https://openalex.org/keywords/e-commerce","display_name":"E-commerce","score":0.5505292415618896},{"id":"https://openalex.org/keywords/precision-and-recall","display_name":"Precision and recall","score":0.49662286043167114},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.48129358887672424},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.45961517095565796},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.396451473236084}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7887340188026428},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.7496168613433838},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.7293882369995117},{"id":"https://openalex.org/C2778012447","wikidata":"https://www.wikidata.org/wiki/Q1034415","display_name":"Scope (computer science)","level":2,"score":0.6555194854736328},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.6455571055412292},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.6057307124137878},{"id":"https://openalex.org/C78597825","wikidata":"https://www.wikidata.org/wiki/Q484847","display_name":"E-commerce","level":2,"score":0.5505292415618896},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.49662286043167114},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.48129358887672424},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.45961517095565796},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.396451473236084},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1080/10919392.2023.2226542","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10919392.2023.2226542","pdf_url":null,"source":{"id":"https://openalex.org/S128779766","display_name":"Journal of Organizational Computing and Electronic Commerce","issn_l":"1054-1721","issn":["1054-1721","1091-9392","1532-7744"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Organizational Computing and Electronic Commerce","raw_type":"journal-article"},{"id":"pmh:oai:acikerisim.comu.edu.tr:20.500.12428/5289","is_oa":true,"landing_page_url":"https://acikerisim.comu.edu.tr/bitstreams/ab268eab-30a4-4221-83ea-9943f19fff43/download","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"},{"id":"pmh:22b803a9-5229-4476-8c57-6c7649ecd4e6","is_oa":false,"landing_page_url":"https://avesis.comu.edu.tr/publication/details/22b803a9-5229-4476-8c57-6c7649ecd4e6/oai","pdf_url":null,"source":{"id":"https://openalex.org/S7407055198","display_name":"\u00c7anakkale Onsekiz Mart University AVESIS","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:acikerisim.comu.edu.tr:20.500.12428/5289","is_oa":true,"landing_page_url":"https://acikerisim.comu.edu.tr/bitstreams/ab268eab-30a4-4221-83ea-9943f19fff43/download","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"},"sustainable_development_goals":[{"score":0.6700000166893005,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W10632072","https://openalex.org/W1555486317","https://openalex.org/W1647671624","https://openalex.org/W1971094449","https://openalex.org/W2003233718","https://openalex.org/W2016443085","https://openalex.org/W2022679230","https://openalex.org/W2139855890","https://openalex.org/W2852508999","https://openalex.org/W2883656494","https://openalex.org/W2898959159","https://openalex.org/W2947710832","https://openalex.org/W2965707067","https://openalex.org/W2987707414","https://openalex.org/W2990199592","https://openalex.org/W3013358884","https://openalex.org/W3020265293","https://openalex.org/W3156904194","https://openalex.org/W4200140889","https://openalex.org/W4285261676"],"related_works":["https://openalex.org/W4390273403","https://openalex.org/W4386781444","https://openalex.org/W3092950680","https://openalex.org/W4246980185","https://openalex.org/W2150182025","https://openalex.org/W3197542405","https://openalex.org/W2418190244","https://openalex.org/W4238861846","https://openalex.org/W2600924427","https://openalex.org/W2039241249"],"abstract_inverted_index":{"The":[0,110],"number":[1],"of":[2,38,61,157,180],"e-commerce":[3,79,201],"resources":[4],"has":[5,10,141],"increased":[6],"considerably.":[7],"Thus,":[8],"it":[9,193],"become":[11],"important":[12],"for":[13,30,198],"sellers":[14],"to":[15,18,22,35,48,89,106,151,209],"be":[16,207],"able":[17],"quickly":[19],"recommend":[20],"products":[21,46,120,136],"potential":[23],"buyers.":[24],"Some":[25],"product":[26,69,87],"recommendation":[27,70,97],"systems":[28,80],"developed":[29],"this":[31,54,126,181],"purpose.":[32],"However,":[33,192],"due":[34],"the":[36,40,59,86,90,178,185],"lack":[37],"semantics,":[39],"systems\u2019":[41],"success":[42],"in":[43,81,155],"recommending":[44],"accurate":[45,128],"according":[47],"user":[49,138],"preferences":[50,114],"is":[51],"low.":[52],"In":[53,125],"study":[55],"carried":[56],"out":[57],"within":[58],"scope":[60,179],"a":[62,95,163,195],"state-funded":[63],"R&D":[64],"project,":[65],"an":[66],"ontology-based":[67],"personalized":[68,108],"system":[71,111],"named":[72],"E-Prod":[73,76,93,140,165,183],"was":[74],"developed.":[75],"tracks":[77],"various":[78],"real":[82],"time":[83],"and":[84,103,137,149,160,174,188],"transfers":[85],"information":[88],"ontology":[91],"model.":[92],"uses":[94],"novel":[96],"approach":[98],"that":[99],"combines":[100],"machine":[101],"learning":[102],"semantic":[104,117,133],"matching":[105,134],"provide":[107],"recommendations.":[109],"learns":[112],"user\u2019s":[113],"based":[115],"on":[116],"relationships":[118],"between":[119,135],"by":[121,132,169],"monitoring":[122],"their":[123],"behaviors.":[124],"way,":[127],"recommendations":[129,154],"are":[130],"made":[131],"preferences.":[139],"been":[142],"tested":[143],"with":[144],"over":[145],"250":[146],"registered":[147],"users":[148],"compared":[150],"traditional":[152,167],"collaborative":[153],"terms":[156],"accuracy,":[158,171],"precision,":[159,173],"recall.":[161,176],"As":[162],"result,":[164],"outperformed":[166],"methods":[168],"92.79%":[170],"92.93%":[172],"90.58%":[175],"Within":[177],"study,":[182],"covers":[184],"clothing,":[186],"shoes,":[187],"bag":[189],"retail":[190],"sectors.":[191],"provides":[194],"generic":[196],"infrastructure":[197],"new":[199],"generation":[200],"systems.":[202],"Its":[203],"reusable":[204],"modules":[205],"can":[206],"adapted":[208],"any":[210],"domain.":[211]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-02T08:37:19.008085","created_date":"2025-10-10T00:00:00"}
