{"id":"https://openalex.org/W4383218378","doi":"https://doi.org/10.1007/s42979-023-01932-9","title":"Study of AI-Driven Fashion Recommender Systems","display_name":"Study of AI-Driven Fashion Recommender Systems","publication_year":2023,"publication_date":"2023-07-05","ids":{"openalex":"https://openalex.org/W4383218378","doi":"https://doi.org/10.1007/s42979-023-01932-9"},"language":"en","primary_location":{"id":"doi:10.1007/s42979-023-01932-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s42979-023-01932-9","pdf_url":"https://link.springer.com/content/pdf/10.1007/s42979-023-01932-9.pdf","source":{"id":"https://openalex.org/S4210174798","display_name":"SN Computer Science","issn_l":"2661-8907","issn":["2661-8907","2662-995X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["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":"SN Computer Science","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/s42979-023-01932-9.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5092403808","display_name":"Shaghayegh Shirkhani","orcid":"https://orcid.org/0009-0004-8911-5767"},"institutions":[{"id":"https://openalex.org/I190632392","display_name":"Lule\u00e5 University of Technology","ror":"https://ror.org/016st3p78","country_code":"SE","type":"education","lineage":["https://openalex.org/I190632392"]}],"countries":["SE"],"is_corresponding":true,"raw_author_name":"Shaghayegh Shirkhani","raw_affiliation_strings":["Department of Computer Science, Electrical and Space Engineering, Lule\u00e5 Tekniska Universitet, Lule\u00e5, Sweden","Department of Computer Science, Electrical and Space Engineering, Lule\u00e5\u00a0Tekniska Universitet, Lule\u00e5, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Electrical and Space Engineering, Lule\u00e5 Tekniska Universitet, Lule\u00e5, Sweden","institution_ids":["https://openalex.org/I190632392"]},{"raw_affiliation_string":"Department of Computer Science, Electrical and Space Engineering, Lule\u00e5\u00a0Tekniska Universitet, Lule\u00e5, Sweden","institution_ids":["https://openalex.org/I190632392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085139485","display_name":"Hamam Mokayed","orcid":"https://orcid.org/0000-0001-6158-3543"},"institutions":[{"id":"https://openalex.org/I190632392","display_name":"Lule\u00e5 University of Technology","ror":"https://ror.org/016st3p78","country_code":"SE","type":"education","lineage":["https://openalex.org/I190632392"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Hamam Mokayed","raw_affiliation_strings":["Department of Computer Science, Electrical and Space Engineering, Lule\u00e5 Tekniska Universitet, Lule\u00e5, Sweden","Department of Computer Science, Electrical and Space Engineering, Lule\u00e5\u00a0Tekniska Universitet, Lule\u00e5, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Electrical and Space Engineering, Lule\u00e5 Tekniska Universitet, Lule\u00e5, Sweden","institution_ids":["https://openalex.org/I190632392"]},{"raw_affiliation_string":"Department of Computer Science, Electrical and Space Engineering, Lule\u00e5\u00a0Tekniska Universitet, Lule\u00e5, Sweden","institution_ids":["https://openalex.org/I190632392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036975174","display_name":"Rajkumar Saini","orcid":"https://orcid.org/0000-0001-8532-0895"},"institutions":[{"id":"https://openalex.org/I190632392","display_name":"Lule\u00e5 University of Technology","ror":"https://ror.org/016st3p78","country_code":"SE","type":"education","lineage":["https://openalex.org/I190632392"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Rajkumar Saini","raw_affiliation_strings":["Department of Computer Science, Electrical and Space Engineering, Lule\u00e5 Tekniska Universitet, Lule\u00e5, Sweden","Department of Computer Science, Electrical and Space Engineering, Lule\u00e5\u00a0Tekniska Universitet, Lule\u00e5, Sweden"],"raw_orcid":"https://orcid.org/0000-0001-8532-0895","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Electrical and Space Engineering, Lule\u00e5 Tekniska Universitet, Lule\u00e5, Sweden","institution_ids":["https://openalex.org/I190632392"]},{"raw_affiliation_string":"Department of Computer Science, Electrical and Space Engineering, Lule\u00e5\u00a0Tekniska Universitet, Lule\u00e5, Sweden","institution_ids":["https://openalex.org/I190632392"]}]},{"author_position":"last","author":{"id":null,"display_name":"Hum Yan Chai","orcid":null},"institutions":[{"id":"https://openalex.org/I931681460","display_name":"Universiti Tunku Abdul Rahman","ror":"https://ror.org/050pq4m56","country_code":"MY","type":"education","lineage":["https://openalex.org/I931681460"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Hum Yan Chai","raw_affiliation_strings":["Department of Mechatronics and Biomedical Engineering, Universiti Tunku Abdul Rahman, Selangor, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechatronics and Biomedical Engineering, Universiti Tunku Abdul Rahman, Selangor, Malaysia","institution_ids":["https://openalex.org/I931681460"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5092403808"],"corresponding_institution_ids":["https://openalex.org/I190632392"],"apc_list":{"value":2890,"currency":"USD","value_usd":2890},"apc_paid":{"value":2890,"currency":"USD","value_usd":2890},"fwci":5.5646,"has_fulltext":true,"cited_by_count":57,"citation_normalized_percentile":{"value":0.97367682,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"4","issue":"5","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9952999949455261,"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"}},"topics":[{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9952999949455261,"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/T12650","display_name":"Aesthetic Perception and Analysis","score":0.9750999808311462,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T14254","display_name":"Digital Media and Visual Art","score":0.9491000175476074,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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/recommender-system","display_name":"Recommender system","score":0.9082566499710083},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7748751640319824},{"id":"https://openalex.org/keywords/metadata","display_name":"Metadata","score":0.5660951137542725},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5582938194274902},{"id":"https://openalex.org/keywords/clothing","display_name":"Clothing","score":0.5526325702667236},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.49732115864753723},{"id":"https://openalex.org/keywords/pace","display_name":"Pace","score":0.49603232741355896},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.49256426095962524},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.45341429114341736},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41417092084884644},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.33902984857559204},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3351234793663025},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.32688432931900024}],"concepts":[{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.9082566499710083},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7748751640319824},{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.5660951137542725},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5582938194274902},{"id":"https://openalex.org/C530175646","wikidata":"https://www.wikidata.org/wiki/Q11460","display_name":"Clothing","level":2,"score":0.5526325702667236},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.49732115864753723},{"id":"https://openalex.org/C2777526511","wikidata":"https://www.wikidata.org/wiki/Q691543","display_name":"Pace","level":2,"score":0.49603232741355896},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.49256426095962524},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.45341429114341736},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41417092084884644},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.33902984857559204},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3351234793663025},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.32688432931900024},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"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/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s42979-023-01932-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s42979-023-01932-9","pdf_url":"https://link.springer.com/content/pdf/10.1007/s42979-023-01932-9.pdf","source":{"id":"https://openalex.org/S4210174798","display_name":"SN Computer Science","issn_l":"2661-8907","issn":["2661-8907","2662-995X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["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":"SN Computer Science","raw_type":"journal-article"},{"id":"pmh:oai:DiVA.org:ltu-99430","is_oa":true,"landing_page_url":"http://urn.kb.se/resolve?urn=urn:nbn:se:ltu:diva-99430","pdf_url":"https://ltu.diva-portal.org/smash/get/diva2:1786892/FULLTEXT01","source":{"id":"https://openalex.org/S4306400653","display_name":"Diva portal (Dalarna University Library)","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1007/s42979-023-01932-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s42979-023-01932-9","pdf_url":"https://link.springer.com/content/pdf/10.1007/s42979-023-01932-9.pdf","source":{"id":"https://openalex.org/S4210174798","display_name":"SN Computer Science","issn_l":"2661-8907","issn":["2661-8907","2662-995X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["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":"SN Computer Science","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4383218378.pdf"},"referenced_works_count":123,"referenced_works":["https://openalex.org/W123584468","https://openalex.org/W181871703","https://openalex.org/W1780835092","https://openalex.org/W1966553486","https://openalex.org/W1994529670","https://openalex.org/W2027731328","https://openalex.org/W2030144199","https://openalex.org/W2030808931","https://openalex.org/W2033365921","https://openalex.org/W2036479700","https://openalex.org/W2038147967","https://openalex.org/W2051075674","https://openalex.org/W2051926867","https://openalex.org/W2066666274","https://openalex.org/W2074621908","https://openalex.org/W2100474712","https://openalex.org/W2102937240","https://openalex.org/W2117287331","https://openalex.org/W2121339428","https://openalex.org/W2136340547","https://openalex.org/W2143183660","https://openalex.org/W2144196275","https://openalex.org/W2163605009","https://openalex.org/W2170881581","https://openalex.org/W2171279286","https://openalex.org/W2171960770","https://openalex.org/W2176950688","https://openalex.org/W2210549170","https://openalex.org/W2221507685","https://openalex.org/W2249722073","https://openalex.org/W2342027869","https://openalex.org/W2462264630","https://openalex.org/W2463375696","https://openalex.org/W2463470988","https://openalex.org/W2471768434","https://openalex.org/W2475287302","https://openalex.org/W2483053118","https://openalex.org/W2523978282","https://openalex.org/W2526139466","https://openalex.org/W2535561795","https://openalex.org/W2549401308","https://openalex.org/W2549858646","https://openalex.org/W2565462901","https://openalex.org/W2604184171","https://openalex.org/W2604438604","https://openalex.org/W2609373935","https://openalex.org/W2610663331","https://openalex.org/W2614562328","https://openalex.org/W2735001949","https://openalex.org/W2737102415","https://openalex.org/W2740832169","https://openalex.org/W2741249238","https://openalex.org/W2742143754","https://openalex.org/W2746011824","https://openalex.org/W2748310231","https://openalex.org/W2772328249","https://openalex.org/W2782812883","https://openalex.org/W2783272285","https://openalex.org/W2788699718","https://openalex.org/W2788728386","https://openalex.org/W2793959159","https://openalex.org/W2795117763","https://openalex.org/W2798916557","https://openalex.org/W2809307135","https://openalex.org/W2890923272","https://openalex.org/W2892607309","https://openalex.org/W2896233446","https://openalex.org/W2898521761","https://openalex.org/W2903444877","https://openalex.org/W2906898977","https://openalex.org/W2908202044","https://openalex.org/W2912727434","https://openalex.org/W2922273437","https://openalex.org/W2924342148","https://openalex.org/W2946617802","https://openalex.org/W2956885018","https://openalex.org/W2962891704","https://openalex.org/W2963249562","https://openalex.org/W2963258075","https://openalex.org/W2963367015","https://openalex.org/W2963367478","https://openalex.org/W2963900085","https://openalex.org/W2963920537","https://openalex.org/W2964347323","https://openalex.org/W2965398302","https://openalex.org/W2965898633","https://openalex.org/W2966858622","https://openalex.org/W2969316129","https://openalex.org/W2969327865","https://openalex.org/W2970053263","https://openalex.org/W2970283582","https://openalex.org/W2971997247","https://openalex.org/W2972137450","https://openalex.org/W2983681408","https://openalex.org/W2984100107","https://openalex.org/W2988281744","https://openalex.org/W2994850640","https://openalex.org/W3013206027","https://openalex.org/W3031232051","https://openalex.org/W3034366527","https://openalex.org/W3034643643","https://openalex.org/W3082565403","https://openalex.org/W3090449556","https://openalex.org/W3095646726","https://openalex.org/W3099462466","https://openalex.org/W3100153382","https://openalex.org/W3102249200","https://openalex.org/W3104731853","https://openalex.org/W3105472188","https://openalex.org/W3111345726","https://openalex.org/W3119589206","https://openalex.org/W3124675547","https://openalex.org/W3133870000","https://openalex.org/W3146745841","https://openalex.org/W3169207496","https://openalex.org/W3178643016","https://openalex.org/W3199297974","https://openalex.org/W4210334834","https://openalex.org/W4234552385","https://openalex.org/W4292793877","https://openalex.org/W4297971002","https://openalex.org/W4386845623","https://openalex.org/W6940859086"],"related_works":["https://openalex.org/W2738456166","https://openalex.org/W2386723501","https://openalex.org/W2352745894","https://openalex.org/W2057731951","https://openalex.org/W2392768766","https://openalex.org/W2058118494","https://openalex.org/W2358836583","https://openalex.org/W2387879414","https://openalex.org/W2390304029","https://openalex.org/W2095118173"],"abstract_inverted_index":{"Abstract":[0],"The":[1,212],"rising":[2],"diversity,":[3],"volume,":[4],"and":[5,38,158,160,168,218],"pace":[6],"of":[7,41,51,94,107,179,191,215],"fashion":[8,16,31,132,181,204,226],"manufacturing":[9],"pose":[10],"a":[11,46,78,145,176,187],"considerable":[12],"challenge":[13],"in":[14,54,72,98,110,127,144,164,196],"the":[15,52,64,73,95,99,105,108,131,161,180,197],"industry,":[17],"making":[18],"it":[19],"difficult":[20],"for":[21,69,130,148,152],"customers":[22],"to":[23,27,87,92,174,224],"pick":[24],"which":[25,55],"product":[26,88],"purchase.":[28],"In":[29,49,81],"addition,":[30,82],"is":[32,67,77],"an":[33,39],"inherently":[34],"subjective,":[35],"cultural":[36],"notion":[37],"ensemble":[40],"clothing":[42],"items":[43],"that":[44,90,122],"maintains":[45],"coherent":[47],"style.":[48],"most":[50,93],"domains":[53],"Recommender":[56],"Systems":[57],"are":[58,102],"developed":[59,223],"(e.g.,":[60],"movies,":[61],"e-commerce,":[62],"etc.),":[63],"similarity":[65],"evaluation":[66],"considered":[68],"recommendation.":[70],"Instead,":[71],"Fashion":[74,100],"domain,":[75],"compatibility":[76],"critical":[79],"factor.":[80],"raw":[83],"visual":[84],"features":[85],"belonging":[86],"representations":[89,159],"contribute":[91],"algorithm\u2019s":[96],"performances":[97],"domain":[101,184,217],"distinguishable":[103],"from":[104],"metadata":[106],"products":[109],"other":[111],"domains.":[112],"This":[113,141,171],"literature":[114,189],"review":[115],"summarizes":[116],"various":[117],"Artificial":[118],"Intelligence":[119],"(AI)":[120],"techniques":[121],"have":[123,221],"lately":[124],"been":[125,222],"used":[126],"recommender":[128,149,182,205],"systems":[129,206],"industry.":[133],"AI":[134,208],"enables":[135],"higher-quality":[136],"recommendations":[137],"than":[138],"earlier":[139],"approaches.":[140],"has":[142],"ushered":[143],"new":[146],"age":[147],"systems,":[150],"allowing":[151],"deeper":[153,177],"insights":[154],"into":[155,210],"user-item":[156],"relationships":[157],"discovery":[162],"patterns":[163],"demographical,":[165],"textual,":[166],"virtual,":[167],"contextual":[169],"data.":[170],"work":[172],"seeks":[173],"give":[175],"understanding":[178],"system":[183],"by":[185],"performing":[186],"comprehensive":[188],"study":[190],"research":[192],"on":[193,202],"this":[194,216],"topic":[195],"past":[198],"10":[199],"years,":[200],"focusing":[201],"image-based":[203],"taking":[207],"improvements":[209],"account.":[211],"nuanced":[213],"conceptions":[214],"their":[219],"relevance":[220],"justify":[225],"domain-specific":[227],"characteristics.":[228]},"counts_by_year":[{"year":2026,"cited_by_count":14},{"year":2025,"cited_by_count":36},{"year":2024,"cited_by_count":7}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
