{"id":"https://openalex.org/W4308790790","doi":"https://doi.org/10.1007/s10660-022-09627-8","title":"Sequence aware recommenders for fashion E-commerce","display_name":"Sequence aware recommenders for fashion E-commerce","publication_year":2022,"publication_date":"2022-11-11","ids":{"openalex":"https://openalex.org/W4308790790","doi":"https://doi.org/10.1007/s10660-022-09627-8"},"language":"en","primary_location":{"id":"doi:10.1007/s10660-022-09627-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10660-022-09627-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10660-022-09627-8.pdf","source":{"id":"https://openalex.org/S205929853","display_name":"Electronic Commerce Research","issn_l":"1389-5753","issn":["1389-5753","1572-9362"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Electronic Commerce Research","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10660-022-09627-8.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5072018584","display_name":"Yang Sok Kim","orcid":"https://orcid.org/0000-0001-8776-0616"},"institutions":[{"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":false,"raw_author_name":"Yang Sok Kim","raw_affiliation_strings":["Department of Management Information Systems, Keimyung University, Daegu, 42061, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Management Information Systems, Keimyung University, Daegu, 42061, South Korea","institution_ids":["https://openalex.org/I52010207"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022690640","display_name":"Hyunwoo Hwangbo","orcid":"https://orcid.org/0000-0001-6649-2587"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Hyunwoo Hwangbo","raw_affiliation_strings":["Hana Financial Group, Chief Data Officer, Seoul, 04523, South Korea"],"raw_orcid":"https://orcid.org/0000-0001-6649-2587","affiliations":[{"raw_affiliation_string":"Hana Financial Group, Chief Data Officer, Seoul, 04523, South Korea","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001303923","display_name":"Hee Jun Lee","orcid":"https://orcid.org/0000-0002-7273-0112"},"institutions":[{"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":false,"raw_author_name":"Hee Jun Lee","raw_affiliation_strings":["Department of Management Information Systems, Keimyung University, Daegu, 42061, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Management Information Systems, Keimyung University, Daegu, 42061, South Korea","institution_ids":["https://openalex.org/I52010207"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101602082","display_name":"Won Seok Lee","orcid":"https://orcid.org/0000-0003-1689-534X"},"institutions":[{"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":false,"raw_author_name":"Won Seok Lee","raw_affiliation_strings":["Department of Management Information Systems, Keimyung University, Daegu, 42061, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Management Information Systems, Keimyung University, Daegu, 42061, South Korea","institution_ids":["https://openalex.org/I52010207"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5022690640"],"corresponding_institution_ids":[],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":{"value":2290,"currency":"EUR","value_usd":2890},"fwci":4.4664,"has_fulltext":true,"cited_by_count":16,"citation_normalized_percentile":{"value":0.95086817,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"24","issue":"4","first_page":"2733","last_page":"2753"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9998000264167786,"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":0.9998000264167786,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9901999831199646,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9585999846458435,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/computer-science","display_name":"Computer science","score":0.7657899856567383},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.761343240737915},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.6252486109733582},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.6028162240982056},{"id":"https://openalex.org/keywords/e-commerce","display_name":"E-commerce","score":0.5592632293701172},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5169655680656433},{"id":"https://openalex.org/keywords/information-overload","display_name":"Information overload","score":0.49852538108825684},{"id":"https://openalex.org/keywords/collaborative-filtering","display_name":"Collaborative filtering","score":0.48859792947769165},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4121038019657135},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07034039497375488}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7657899856567383},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.761343240737915},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.6252486109733582},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.6028162240982056},{"id":"https://openalex.org/C78597825","wikidata":"https://www.wikidata.org/wiki/Q484847","display_name":"E-commerce","level":2,"score":0.5592632293701172},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5169655680656433},{"id":"https://openalex.org/C186625053","wikidata":"https://www.wikidata.org/wiki/Q1130191","display_name":"Information overload","level":2,"score":0.49852538108825684},{"id":"https://openalex.org/C21569690","wikidata":"https://www.wikidata.org/wiki/Q94702","display_name":"Collaborative filtering","level":3,"score":0.48859792947769165},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4121038019657135},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07034039497375488},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10660-022-09627-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10660-022-09627-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10660-022-09627-8.pdf","source":{"id":"https://openalex.org/S205929853","display_name":"Electronic Commerce Research","issn_l":"1389-5753","issn":["1389-5753","1572-9362"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Electronic Commerce Research","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:spr:elcore:v:24:y:2024:i:4:d:10.1007_s10660-022-09627-8","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s10660-022-09627-8","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"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":"article"}],"best_oa_location":{"id":"doi:10.1007/s10660-022-09627-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10660-022-09627-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10660-022-09627-8.pdf","source":{"id":"https://openalex.org/S205929853","display_name":"Electronic Commerce Research","issn_l":"1389-5753","issn":["1389-5753","1572-9362"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Electronic Commerce Research","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2104147214","display_name":null,"funder_award_id":"20180731","funder_id":"https://openalex.org/F4320321250","funder_display_name":"Keimyung University"},{"id":"https://openalex.org/G375376590","display_name":null,"funder_award_id":"No. 20180731, No. 20190760, and No. 20200589","funder_id":"https://openalex.org/F4320321250","funder_display_name":"Keimyung University"}],"funders":[{"id":"https://openalex.org/F4320321250","display_name":"Keimyung University","ror":"https://ror.org/00tjv0s33"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4308790790.pdf","grobid_xml":"https://content.openalex.org/works/W4308790790.grobid-xml"},"referenced_works_count":50,"referenced_works":["https://openalex.org/W184383213","https://openalex.org/W242806660","https://openalex.org/W1779894609","https://openalex.org/W2008886893","https://openalex.org/W2028710551","https://openalex.org/W2030808931","https://openalex.org/W2040367556","https://openalex.org/W2042996020","https://openalex.org/W2057991616","https://openalex.org/W2072992969","https://openalex.org/W2146851707","https://openalex.org/W2159094788","https://openalex.org/W2469952266","https://openalex.org/W2512965516","https://openalex.org/W2583674722","https://openalex.org/W2654637199","https://openalex.org/W2726499916","https://openalex.org/W2742052611","https://openalex.org/W2746011824","https://openalex.org/W2750757211","https://openalex.org/W2755210032","https://openalex.org/W2771259226","https://openalex.org/W2788663865","https://openalex.org/W2789084759","https://openalex.org/W2789162916","https://openalex.org/W2790530433","https://openalex.org/W2798404773","https://openalex.org/W2885195348","https://openalex.org/W2886209086","https://openalex.org/W2894118486","https://openalex.org/W2903803738","https://openalex.org/W2914471425","https://openalex.org/W2949274928","https://openalex.org/W2949753465","https://openalex.org/W2954724195","https://openalex.org/W2963052833","https://openalex.org/W2963981376","https://openalex.org/W2964199361","https://openalex.org/W2966501701","https://openalex.org/W2970413753","https://openalex.org/W2973224900","https://openalex.org/W2983079723","https://openalex.org/W3012066453","https://openalex.org/W3101830194","https://openalex.org/W3105472188","https://openalex.org/W3155097957","https://openalex.org/W3174576635","https://openalex.org/W3175016299","https://openalex.org/W3189686414","https://openalex.org/W6630221451"],"related_works":["https://openalex.org/W2379589829","https://openalex.org/W4225137864","https://openalex.org/W4287883440","https://openalex.org/W1721839865","https://openalex.org/W3210725051","https://openalex.org/W320429480","https://openalex.org/W2368095327","https://openalex.org/W4285196862","https://openalex.org/W2153233947","https://openalex.org/W4379157668"],"abstract_inverted_index":{"Abstract":[0],"In":[1],"recent":[2],"years,":[3],"fashion":[4,17,83,108,136,147],"e-commerce":[5,21,44,103],"has":[6],"become":[7],"more":[8,10],"and":[9,59,121,149],"popular.":[11],"Since":[12],"there":[13],"are":[14],"so":[15],"many":[16],"products":[18],"provided":[19],"by":[20],"retailers,":[22],"it":[23],"is":[24],"necessary":[25],"to":[26,30,32],"provide":[27],"recommendation":[28,85],"services":[29],"users":[31,37],"minimize":[33],"information":[34,51],"overload.":[35],"When":[36],"look":[38],"for":[39,82],"a":[40,87,98,106,126],"product":[41,50,84],"on":[42,146],"an":[43,95,102],"website,":[45],"they":[46,131],"usually":[47],"click":[48],"the":[49,133,141],"sequentially.":[52],"Previous":[53],"recommenders,":[54,62],"such":[55],"as":[56],"content-based":[57],"recommenders":[58,81,116,124],"collaborative":[60],"filtering":[61],"do":[63],"not":[64],"consider":[65,132],"this":[66,74,77],"important":[67,75],"behavioral":[68],"characteristic.":[69],"To":[70],"take":[71],"advantage":[72],"of":[73,105,135,143],"characteristic,":[76],"study":[78,145],"proposes":[79],"sequence-aware":[80],"using":[86,97],"gated":[88],"recurrent":[89],"unit":[90],"(GRU)":[91],"algorithm.":[92],"We":[93],"conducted":[94],"experiment":[96],"dataset":[99],"collected":[100],"from":[101],"website":[104],"Korean":[107],"company.":[109],"Experimental":[110],"results":[111],"show":[112],"that":[113],"sequence":[114],"aware":[115,119],"outperform":[117,125],"non-sequence":[118],"recommender,":[120],"multiple":[122],"sequence-based":[123,128],"single":[127],"recommender":[129],"because":[130],"attributes":[134],"products.":[137],"Finally,":[138],"we":[139],"discuss":[140],"implications":[142],"our":[144],"recommendations":[148],"propose":[150],"further":[151],"research":[152],"topics.":[153]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
