{"id":"https://openalex.org/W3031983419","doi":"https://doi.org/10.1145/3334480.3383076","title":"Outfit Completion and Clothes Recommendation","display_name":"Outfit Completion and Clothes Recommendation","publication_year":2020,"publication_date":"2020-04-25","ids":{"openalex":"https://openalex.org/W3031983419","doi":"https://doi.org/10.1145/3334480.3383076","mag":"3031983419"},"language":"en","primary_location":{"id":"doi:10.1145/3334480.3383076","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3334480.3383076","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-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/A5017367036","display_name":"Gabriele Prato","orcid":null},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Gabriele Prato","raw_affiliation_strings":["Politecnico di Milano, Milan, Italy"],"affiliations":[{"raw_affiliation_string":"Politecnico di Milano, Milan, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011027179","display_name":"Federico Sallemi","orcid":null},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Federico Sallemi","raw_affiliation_strings":["Politecnico di Milano, Milano, Italy"],"affiliations":[{"raw_affiliation_string":"Politecnico di Milano, Milano, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062726854","display_name":"Paolo Cremonesi","orcid":"https://orcid.org/0000-0002-1253-8081"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Paolo Cremonesi","raw_affiliation_strings":["Politecnico di Milano, Milano, Italy"],"affiliations":[{"raw_affiliation_string":"Politecnico di Milano, Milano, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045338004","display_name":"Mario Scriminaci","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mario Scriminaci","raw_affiliation_strings":["ContentWise, Milan, Italy"],"affiliations":[{"raw_affiliation_string":"ContentWise, Milan, Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065038797","display_name":"Stefan Freyr Gudmundsson","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Stefan Gudmundsson","raw_affiliation_strings":["H&M, Stockholm, Sweden"],"affiliations":[{"raw_affiliation_string":"H&M, Stockholm, Sweden","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035964480","display_name":"Silvio Palumbo","orcid":null},"institutions":[{"id":"https://openalex.org/I4401726965","display_name":"Boston Consulting Group (United States)","ror":"https://ror.org/01526xe10","country_code":null,"type":"company","lineage":["https://openalex.org/I4401726965"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Silvio Palumbo","raw_affiliation_strings":["Boston Consulting Group, New York, NY, USA"],"affiliations":[{"raw_affiliation_string":"Boston Consulting Group, New York, NY, USA","institution_ids":["https://openalex.org/I4401726965"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5017367036"],"corresponding_institution_ids":["https://openalex.org/I93860229"],"apc_list":null,"apc_paid":null,"fwci":0.2931,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.5523459,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"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":0.9984999895095825,"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":0.9984999895095825,"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/T12514","display_name":"Fashion and Cultural Textiles","score":0.9825000166893005,"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/T10719","display_name":"3D Shape Modeling and Analysis","score":0.9785000085830688,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8492278456687927},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.7963664531707764},{"id":"https://openalex.org/keywords/clothing","display_name":"Clothing","score":0.7534021139144897},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.6169998049736023},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.6137096285820007},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.6053165793418884},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5324925780296326},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.5037927031517029},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4548516869544983},{"id":"https://openalex.org/keywords/style","display_name":"Style (visual arts)","score":0.4273654520511627},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3770591914653778}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8492278456687927},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.7963664531707764},{"id":"https://openalex.org/C530175646","wikidata":"https://www.wikidata.org/wiki/Q11460","display_name":"Clothing","level":2,"score":0.7534021139144897},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.6169998049736023},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.6137096285820007},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.6053165793418884},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5324925780296326},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.5037927031517029},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4548516869544983},{"id":"https://openalex.org/C2776445246","wikidata":"https://www.wikidata.org/wiki/Q1792644","display_name":"Style (visual arts)","level":2,"score":0.4273654520511627},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3770591914653778},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"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/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","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/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3334480.3383076","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3334480.3383076","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:re.public.polimi.it:11311/1164336","is_oa":false,"landing_page_url":"https://hdl.handle.net/11311/1164336","pdf_url":null,"source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W2250539671","https://openalex.org/W2591864305","https://openalex.org/W2795117763","https://openalex.org/W2970053263","https://openalex.org/W3099462466","https://openalex.org/W6691431627"],"related_works":["https://openalex.org/W2738456166","https://openalex.org/W2352745894","https://openalex.org/W2057731951","https://openalex.org/W2358836583","https://openalex.org/W2064629212","https://openalex.org/W2387983088","https://openalex.org/W2135888309","https://openalex.org/W3080469217","https://openalex.org/W791876968","https://openalex.org/W2768638338"],"abstract_inverted_index":{"Recommending":[0],"fashion":[1],"outfits":[2,92,173],"requires":[3],"learning":[4],"a":[5,63,104,108,156],"concept":[6],"of":[7,53,68,90],"style":[8],"and":[9,38,41,73,130,136,159],"fashionability":[10],"that":[11,46,112],"is":[12],"typically":[13],"human.":[14],"There":[15],"has":[16],"been":[17],"an":[18,44,49],"increasing":[19],"research":[20],"effort":[21],"into":[22],"creating":[23],"Machine":[24,65],"Learning":[25,66],"models":[26],"able":[27,79,116],"to":[28,34,42,80,86,93,117,122,141],"learn":[29],"such":[30,132,176],"concepts,":[31],"in":[32,57,125,155],"order":[33],"distinguish":[35],"between":[36],"compatible":[37],"incompatible":[39],"clothes":[40],"select":[43],"item":[45],"would":[47],"complete":[48],"outfit.":[50],"However,":[51],"most":[52],"the":[54,74,88,94,164,172],"work":[55,84,144],"done":[56],"literature":[58],"tackles":[59],"this":[60,143,150],"problem":[61,89],"from":[62],"pure":[64],"point":[67],"view,":[69],"disregarding":[70],"real-case":[71],"scenarios":[72],"human":[75],"interaction":[76],"with":[77],"systems":[78],"generate":[81],"outfits.":[82],"This":[83],"tries":[85],"move":[87],"generating":[91],"Recommender":[95,110],"Systems":[96],"domain":[97],"by":[98,167,175],"presenting":[99],"as":[100,161],"its":[101,119],"main":[102],"contribution":[103],"novel":[105],"algorithm":[106,133,151],"for":[107],"fashion-specific":[109],"System":[111],"generates":[113],"fashionable":[114],"outfits,":[115],"scale":[118],"inference":[120],"time":[121],"be":[123,153],"useful":[124],"real":[126,157],"use":[127],"case":[128],"scenarios,":[129],"applies":[131],"on":[134,148,171],"public":[135],"industrial":[137],"datasets.":[138],"In":[139],"addition":[140],"this,":[142],"shows":[145],"preliminary":[146,162],"results":[147,163],"how":[149],"can":[152],"employed":[154],"scenario":[158],"reports":[160],"evaluations":[165],"provided":[166],"three":[168],"professional":[169],"stylists":[170],"generated":[174],"algorithms.":[177]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}