{"id":"https://openalex.org/W4396834094","doi":"https://doi.org/10.1145/3664614","title":"A Review of Explainable Fashion Compatibility Modeling Methods","display_name":"A Review of Explainable Fashion Compatibility Modeling Methods","publication_year":2024,"publication_date":"2024-05-11","ids":{"openalex":"https://openalex.org/W4396834094","doi":"https://doi.org/10.1145/3664614"},"language":"en","primary_location":{"id":"doi:10.1145/3664614","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3664614","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3664614","source":{"id":"https://openalex.org/S157921468","display_name":"ACM Computing Surveys","issn_l":"0360-0300","issn":["0360-0300","1557-7341"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Computing Surveys","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3664614","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5097605764","display_name":"Karolina Selwon","orcid":"https://orcid.org/0000-0002-4219-7441"},"institutions":[{"id":"https://openalex.org/I169333911","display_name":"Gda\u0144sk University of Technology","ror":"https://ror.org/006x4sc24","country_code":"PL","type":"education","lineage":["https://openalex.org/I169333911"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Karolina Selwon","raw_affiliation_strings":["Gda\u0144sk University of Technology Faculty of Electronics Telecommunications and Informatics, Gdansk, Poland","Gda?sk University of Technology Faculty of Electronics Telecommunications and Informatics, Gdansk, Poland"],"raw_orcid":"https://orcid.org/0000-0002-4219-7441","affiliations":[{"raw_affiliation_string":"Gda\u0144sk University of Technology Faculty of Electronics Telecommunications and Informatics, Gdansk, Poland","institution_ids":["https://openalex.org/I169333911"]},{"raw_affiliation_string":"Gda?sk University of Technology Faculty of Electronics Telecommunications and Informatics, Gdansk, Poland","institution_ids":["https://openalex.org/I169333911"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090237397","display_name":"Julian Szyma\u0144ski","orcid":"https://orcid.org/0000-0001-5029-6768"},"institutions":[{"id":"https://openalex.org/I169333911","display_name":"Gda\u0144sk University of Technology","ror":"https://ror.org/006x4sc24","country_code":"PL","type":"education","lineage":["https://openalex.org/I169333911"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Julian Szyma\u0144ski","raw_affiliation_strings":["Gda\u0144sk University of Technology Faculty of Electronics Telecommunications and Informatics, Gdansk Poland","Gda?sk University of Technology Faculty of Electronics Telecommunications and Informatics, Gdansk Poland"],"raw_orcid":"https://orcid.org/0000-0001-5029-6768","affiliations":[{"raw_affiliation_string":"Gda\u0144sk University of Technology Faculty of Electronics Telecommunications and Informatics, Gdansk Poland","institution_ids":["https://openalex.org/I169333911"]},{"raw_affiliation_string":"Gda?sk University of Technology Faculty of Electronics Telecommunications and Informatics, Gdansk Poland","institution_ids":["https://openalex.org/I169333911"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I169333911"],"apc_list":null,"apc_paid":null,"fwci":18.0589,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.98955145,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"56","issue":"11","first_page":"1","last_page":"29"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12514","display_name":"Fashion and Cultural Textiles","score":0.9929999709129333,"subfield":{"id":"https://openalex.org/subfields/1209","display_name":"Museology"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12514","display_name":"Fashion and Cultural Textiles","score":0.9929999709129333,"subfield":{"id":"https://openalex.org/subfields/1209","display_name":"Museology"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12650","display_name":"Aesthetic Perception and Analysis","score":0.9890999794006348,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9873999953269958,"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":0.853125810623169},{"id":"https://openalex.org/keywords/novelty","display_name":"Novelty","score":0.7980958223342896},{"id":"https://openalex.org/keywords/compatibility","display_name":"Compatibility (geochemistry)","score":0.6996914148330688},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5017189979553223},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.44104379415512085},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.39700454473495483},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3244211971759796}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.853125810623169},{"id":"https://openalex.org/C2778738651","wikidata":"https://www.wikidata.org/wiki/Q16546687","display_name":"Novelty","level":2,"score":0.7980958223342896},{"id":"https://openalex.org/C2778648169","wikidata":"https://www.wikidata.org/wiki/Q967768","display_name":"Compatibility (geochemistry)","level":2,"score":0.6996914148330688},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5017189979553223},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.44104379415512085},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.39700454473495483},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3244211971759796},{"id":"https://openalex.org/C17409809","wikidata":"https://www.wikidata.org/wiki/Q161764","display_name":"Geochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C27206212","wikidata":"https://www.wikidata.org/wiki/Q34178","display_name":"Theology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3664614","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3664614","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3664614","source":{"id":"https://openalex.org/S157921468","display_name":"ACM Computing Surveys","issn_l":"0360-0300","issn":["0360-0300","1557-7341"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Computing Surveys","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1145/3664614","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3664614","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3664614","source":{"id":"https://openalex.org/S157921468","display_name":"ACM Computing Surveys","issn_l":"0360-0300","issn":["0360-0300","1557-7341"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Computing Surveys","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/12","score":0.46000000834465027,"display_name":"Responsible consumption and production"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4396834094.pdf"},"referenced_works_count":81,"referenced_works":["https://openalex.org/W1614298861","https://openalex.org/W1978272661","https://openalex.org/W2021354639","https://openalex.org/W2027731328","https://openalex.org/W2036479700","https://openalex.org/W2097117768","https://openalex.org/W2108598243","https://openalex.org/W2138977759","https://openalex.org/W2140310134","https://openalex.org/W2144499799","https://openalex.org/W2163605009","https://openalex.org/W2194775991","https://openalex.org/W2216973458","https://openalex.org/W2221507685","https://openalex.org/W2250539671","https://openalex.org/W2483053118","https://openalex.org/W2541678333","https://openalex.org/W2541711215","https://openalex.org/W2737102415","https://openalex.org/W2765811365","https://openalex.org/W2767109396","https://openalex.org/W2791200807","https://openalex.org/W2795117763","https://openalex.org/W2811018197","https://openalex.org/W2882676746","https://openalex.org/W2897299615","https://openalex.org/W2905373637","https://openalex.org/W2912727434","https://openalex.org/W2914471425","https://openalex.org/W2922263752","https://openalex.org/W2945952266","https://openalex.org/W2946617802","https://openalex.org/W2953092937","https://openalex.org/W2955727475","https://openalex.org/W2963083845","https://openalex.org/W2963249562","https://openalex.org/W2963258075","https://openalex.org/W2966334333","https://openalex.org/W2971316517","https://openalex.org/W2981414235","https://openalex.org/W2981868461","https://openalex.org/W2988281744","https://openalex.org/W2994996749","https://openalex.org/W3012895527","https://openalex.org/W3020870072","https://openalex.org/W3034229012","https://openalex.org/W3034366527","https://openalex.org/W3034368386","https://openalex.org/W3037955778","https://openalex.org/W3038476098","https://openalex.org/W3080427797","https://openalex.org/W3093227037","https://openalex.org/W3093954815","https://openalex.org/W3098428742","https://openalex.org/W3099462466","https://openalex.org/W3100153382","https://openalex.org/W3104731853","https://openalex.org/W3105195262","https://openalex.org/W3120946780","https://openalex.org/W3121959725","https://openalex.org/W3132016729","https://openalex.org/W3132985009","https://openalex.org/W3138154797","https://openalex.org/W3154400137","https://openalex.org/W3175310755","https://openalex.org/W3180190113","https://openalex.org/W3195866476","https://openalex.org/W3200593175","https://openalex.org/W3205049232","https://openalex.org/W3205539018","https://openalex.org/W3206068051","https://openalex.org/W3210729173","https://openalex.org/W4225985197","https://openalex.org/W4231258501","https://openalex.org/W4243527472","https://openalex.org/W4249667863","https://openalex.org/W4280567629","https://openalex.org/W4311721566","https://openalex.org/W6638444622","https://openalex.org/W6779839210","https://openalex.org/W6810733456"],"related_works":["https://openalex.org/W2381242807","https://openalex.org/W3126131230","https://openalex.org/W2347541121","https://openalex.org/W2080951048","https://openalex.org/W4288804799","https://openalex.org/W3032237421","https://openalex.org/W2390346111","https://openalex.org/W3011883280","https://openalex.org/W2369082698","https://openalex.org/W2401808953"],"abstract_inverted_index":{"The":[0,60,79],"paper":[1,61,122],"reviews":[2],"methods":[3,13],"used":[4],"in":[5,87,120],"the":[6,40,48,83,88,102,117],"fashion":[7,41,89],"compatibility":[8,42],"recommendation":[9,43,90,132],"domain.":[10],"We":[11,28],"select":[12],"based":[14],"on":[15],"reproducibility,":[16],"explainability,":[17],"and":[18,21,26,56,67,92,129],"novelty":[19],"aspects":[20],"then":[22],"organize":[23],"them":[24],"chronologically":[25],"thematically.":[27],"presented":[29],"general":[30],"characteristics":[31],"of":[32,51,82],"publicly":[33],"available":[34],"datasets":[35,69],"that":[36,70],"are":[37],"related":[38],"to":[39,100,125],"task.":[44],"Finally,":[45],"we":[46],"analyzed":[47],"representation":[49],"bias":[50],"datasets,":[52],"fashion-based":[53,131],"algorithms\u2019":[54],"sustainability,":[55],"explainable":[57],"model":[58],"assessment.":[59],"describes":[62],"practical":[63],"problem":[64],"explanations,":[65],"methodologies,":[66],"published":[68],"may":[71],"serve":[72],"as":[73],"an":[74,127],"inspiration":[75],"for":[76,96,114],"further":[77],"research.":[78,115],"proposed":[80],"structure":[81],"survey":[84],"organizes":[85],"knowledge":[86],"domain":[91],"will":[93],"be":[94],"beneficial":[95],"those":[97],"who":[98],"want":[99],"learn":[101],"topic":[103],"from":[104],"scratch,":[105],"expand":[106],"their":[107],"knowledge,":[108],"or":[109],"find":[110],"a":[111],"new":[112],"field":[113],"Furthermore,":[116],"information":[118],"included":[119],"this":[121],"could":[123],"contribute":[124],"developing":[126],"effective":[128],"ethical":[130],"system.":[133]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}