{"id":"https://openalex.org/W4206453999","doi":"https://doi.org/10.1109/access.2021.3137893","title":"Deep Learning Approaches for Fashion Knowledge Extraction From Social Media: A Review","display_name":"Deep Learning Approaches for Fashion Knowledge Extraction From Social Media: A Review","publication_year":2021,"publication_date":"2021-12-23","ids":{"openalex":"https://openalex.org/W4206453999","doi":"https://doi.org/10.1109/access.2021.3137893"},"language":"en","primary_location":{"id":"doi:10.1109/access.2021.3137893","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3137893","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"review","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2021.3137893","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5055447326","display_name":"Marco Mameli","orcid":"https://orcid.org/0000-0002-5269-9939"},"institutions":[{"id":"https://openalex.org/I122534668","display_name":"Marche Polytechnic University","ror":"https://ror.org/00x69rs40","country_code":"IT","type":"education","lineage":["https://openalex.org/I122534668"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Marco Mameli","raw_affiliation_strings":["Dipartimento di Ingegneria dell\u2019Informazione (DII), Universit\u00e0 Politecnica delle Marche, Ancona, Italy","Dipartimento di Ingegneria dell'Informazione (DII), Universit\u00e0 Politecnica delle Marche, Ancona, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Ingegneria dell\u2019Informazione (DII), Universit\u00e0 Politecnica delle Marche, Ancona, Italy","institution_ids":["https://openalex.org/I122534668"]},{"raw_affiliation_string":"Dipartimento di Ingegneria dell'Informazione (DII), Universit\u00e0 Politecnica delle Marche, Ancona, Italy","institution_ids":["https://openalex.org/I122534668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091088374","display_name":"Marina Paolanti","orcid":"https://orcid.org/0000-0002-5523-7174"},"institutions":[{"id":"https://openalex.org/I55133342","display_name":"University of Macerata","ror":"https://ror.org/0001fmy77","country_code":"IT","type":"education","lineage":["https://openalex.org/I55133342"]},{"id":"https://openalex.org/I122534668","display_name":"Marche Polytechnic University","ror":"https://ror.org/00x69rs40","country_code":"IT","type":"education","lineage":["https://openalex.org/I122534668"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marina Paolanti","raw_affiliation_strings":["Department of Political Sciences, Communication and International Relations, University of Macerata, Macerata, Italy","Dipartimento di Ingegneria dell\u2019Informazione (DII), Universit\u00e0 Politecnica delle Marche, Ancona, Italy","Dipartimento di Ingegneria dell'Informazione (DII), Universit\u00e0 Politecnica delle Marche, Ancona, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Political Sciences, Communication and International Relations, University of Macerata, Macerata, Italy","institution_ids":["https://openalex.org/I55133342"]},{"raw_affiliation_string":"Dipartimento di Ingegneria dell\u2019Informazione (DII), Universit\u00e0 Politecnica delle Marche, Ancona, Italy","institution_ids":["https://openalex.org/I122534668"]},{"raw_affiliation_string":"Dipartimento di Ingegneria dell'Informazione (DII), Universit\u00e0 Politecnica delle Marche, Ancona, Italy","institution_ids":["https://openalex.org/I122534668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080667829","display_name":"Rocco Pietrini","orcid":"https://orcid.org/0000-0003-4343-7555"},"institutions":[{"id":"https://openalex.org/I122534668","display_name":"Marche Polytechnic University","ror":"https://ror.org/00x69rs40","country_code":"IT","type":"education","lineage":["https://openalex.org/I122534668"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Rocco Pietrini","raw_affiliation_strings":["Dipartimento di Ingegneria dell\u2019Informazione (DII), Universit\u00e0 Politecnica delle Marche, Ancona, Italy","Grottini Lab, Porto Recanati, Italy","Dipartimento di Ingegneria dell'Informazione (DII), Universit\u00e0 Politecnica delle Marche, Ancona, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Ingegneria dell\u2019Informazione (DII), Universit\u00e0 Politecnica delle Marche, Ancona, Italy","institution_ids":["https://openalex.org/I122534668"]},{"raw_affiliation_string":"Grottini Lab, Porto Recanati, Italy","institution_ids":[]},{"raw_affiliation_string":"Dipartimento di Ingegneria dell'Informazione (DII), Universit\u00e0 Politecnica delle Marche, Ancona, Italy","institution_ids":["https://openalex.org/I122534668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055060604","display_name":"Giulia Pazzaglia","orcid":null},"institutions":[{"id":"https://openalex.org/I122534668","display_name":"Marche Polytechnic University","ror":"https://ror.org/00x69rs40","country_code":"IT","type":"education","lineage":["https://openalex.org/I122534668"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giulia Pazzaglia","raw_affiliation_strings":["Dipartimento di Ingegneria dell\u2019Informazione (DII), Universit\u00e0 Politecnica delle Marche, Ancona, Italy","Dipartimento di Ingegneria dell'Informazione (DII), Universit\u00e0 Politecnica delle Marche, Ancona, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Ingegneria dell\u2019Informazione (DII), Universit\u00e0 Politecnica delle Marche, Ancona, Italy","institution_ids":["https://openalex.org/I122534668"]},{"raw_affiliation_string":"Dipartimento di Ingegneria dell'Informazione (DII), Universit\u00e0 Politecnica delle Marche, Ancona, Italy","institution_ids":["https://openalex.org/I122534668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000889718","display_name":"Emanuele Frontoni","orcid":"https://orcid.org/0000-0002-8893-9244"},"institutions":[{"id":"https://openalex.org/I122534668","display_name":"Marche Polytechnic University","ror":"https://ror.org/00x69rs40","country_code":"IT","type":"education","lineage":["https://openalex.org/I122534668"]},{"id":"https://openalex.org/I55133342","display_name":"University of Macerata","ror":"https://ror.org/0001fmy77","country_code":"IT","type":"education","lineage":["https://openalex.org/I55133342"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Emanuele Frontoni","raw_affiliation_strings":["Department of Political Sciences, Communication and International Relations, University of Macerata, Macerata, Italy","Dipartimento di Ingegneria dell\u2019Informazione (DII), Universit\u00e0 Politecnica delle Marche, Ancona, Italy","Dipartimento di Ingegneria dell'Informazione (DII), Universit\u00e0 Politecnica delle Marche, Ancona, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Political Sciences, Communication and International Relations, University of Macerata, Macerata, Italy","institution_ids":["https://openalex.org/I55133342"]},{"raw_affiliation_string":"Dipartimento di Ingegneria dell\u2019Informazione (DII), Universit\u00e0 Politecnica delle Marche, Ancona, Italy","institution_ids":["https://openalex.org/I122534668"]},{"raw_affiliation_string":"Dipartimento di Ingegneria dell'Informazione (DII), Universit\u00e0 Politecnica delle Marche, Ancona, Italy","institution_ids":["https://openalex.org/I122534668"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043094333","display_name":"Primo Zingaretti","orcid":"https://orcid.org/0000-0002-5709-2159"},"institutions":[{"id":"https://openalex.org/I122534668","display_name":"Marche Polytechnic University","ror":"https://ror.org/00x69rs40","country_code":"IT","type":"education","lineage":["https://openalex.org/I122534668"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Primo Zingaretti","raw_affiliation_strings":["Dipartimento di Ingegneria dell\u2019Informazione (DII), Universit\u00e0 Politecnica delle Marche, Ancona, Italy","Dipartimento di Ingegneria dell'Informazione (DII), Universit\u00e0 Politecnica delle Marche, Ancona, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Ingegneria dell\u2019Informazione (DII), Universit\u00e0 Politecnica delle Marche, Ancona, Italy","institution_ids":["https://openalex.org/I122534668"]},{"raw_affiliation_string":"Dipartimento di Ingegneria dell'Informazione (DII), Universit\u00e0 Politecnica delle Marche, Ancona, Italy","institution_ids":["https://openalex.org/I122534668"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5055447326"],"corresponding_institution_ids":["https://openalex.org/I122534668"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.6899,"has_fulltext":false,"cited_by_count":44,"citation_normalized_percentile":{"value":0.9197549,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"10","issue":null,"first_page":"1545","last_page":"1576"},"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":0.9966999888420105,"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":0.9966999888420105,"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":0.9904000163078308,"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/T12514","display_name":"Fashion and Cultural Textiles","score":0.9679999947547913,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.7627747058868408},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7309368848800659},{"id":"https://openalex.org/keywords/clothing","display_name":"Clothing","score":0.6864113211631775},{"id":"https://openalex.org/keywords/domain-knowledge","display_name":"Domain knowledge","score":0.43072205781936646},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.423772394657135},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3916306495666504},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.382925808429718},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.30172663927078247}],"concepts":[{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.7627747058868408},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7309368848800659},{"id":"https://openalex.org/C530175646","wikidata":"https://www.wikidata.org/wiki/Q11460","display_name":"Clothing","level":2,"score":0.6864113211631775},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.43072205781936646},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.423772394657135},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3916306495666504},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.382925808429718},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30172663927078247},{"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","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":4,"locations":[{"id":"doi:10.1109/access.2021.3137893","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3137893","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:d136680594af4ac78acfad32c34d761c","is_oa":true,"landing_page_url":"https://doaj.org/article/d136680594af4ac78acfad32c34d761c","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 10, Pp 1545-1576 (2022)","raw_type":"article"},{"id":"pmh:oai:iris.univpm.it:11566/297539","is_oa":true,"landing_page_url":"https://hdl.handle.net/11566/297539","pdf_url":null,"source":{"id":"https://openalex.org/S4306402571","display_name":"Universit\u00e0 Politecnica delle Marche (Universit\u00e0 Politecnica delle Marche)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I122534668","host_organization_name":"Marche Polytechnic University","host_organization_lineage":["https://openalex.org/I122534668"],"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":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:u-pad.unimc.it:11393/291413","is_oa":true,"landing_page_url":"https://hdl.handle.net/11393/291413","pdf_url":null,"source":{"id":"https://openalex.org/S4377196455","display_name":"U-PAD Unimc - Open Digital Publications (University of Macerata)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I55133342","host_organization_name":"University of Macerata","host_organization_lineage":["https://openalex.org/I55133342"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nd","license_id":"https://openalex.org/licenses/cc-by-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1109/access.2021.3137893","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3137893","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":241,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1536680647","https://openalex.org/W1552847225","https://openalex.org/W1849277567","https://openalex.org/W1861492603","https://openalex.org/W1893585201","https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W1962739028","https://openalex.org/W1964763677","https://openalex.org/W1973255633","https://openalex.org/W2006471615","https://openalex.org/W2009415795","https://openalex.org/W2010785631","https://openalex.org/W2036479700","https://openalex.org/W2038147967","https://openalex.org/W2047809566","https://openalex.org/W2051926867","https://openalex.org/W2074621908","https://openalex.org/W2080133951","https://openalex.org/W2080171320","https://openalex.org/W2091181883","https://openalex.org/W2093848332","https://openalex.org/W2094728533","https://openalex.org/W2096260600","https://openalex.org/W2097117768","https://openalex.org/W2109255472","https://openalex.org/W2112796928","https://openalex.org/W2114544510","https://openalex.org/W2121339428","https://openalex.org/W2124592697","https://openalex.org/W2129305389","https://openalex.org/W2153410696","https://openalex.org/W2170881581","https://openalex.org/W2194775991","https://openalex.org/W2200092826","https://openalex.org/W2202431962","https://openalex.org/W2204578866","https://openalex.org/W2277195237","https://openalex.org/W2298992465","https://openalex.org/W2313060652","https://openalex.org/W2341528187","https://openalex.org/W2410358280","https://openalex.org/W2412782625","https://openalex.org/W2463470988","https://openalex.org/W2471768434","https://openalex.org/W2475287302","https://openalex.org/W2483053118","https://openalex.org/W2511502099","https://openalex.org/W2519536754","https://openalex.org/W2523978282","https://openalex.org/W2537896390","https://openalex.org/W2549858646","https://openalex.org/W2560023338","https://openalex.org/W2565639579","https://openalex.org/W2570343428","https://openalex.org/W2576990223","https://openalex.org/W2598915960","https://openalex.org/W2604189042","https://openalex.org/W2604233003","https://openalex.org/W2609373935","https://openalex.org/W2609817928","https://openalex.org/W2618530766","https://openalex.org/W2630837129","https://openalex.org/W2735001949","https://openalex.org/W2737102415","https://openalex.org/W2742600417","https://openalex.org/W2743772526","https://openalex.org/W2752160731","https://openalex.org/W2760103357","https://openalex.org/W2760516584","https://openalex.org/W2765137706","https://openalex.org/W2769033722","https://openalex.org/W2771558241","https://openalex.org/W2779066530","https://openalex.org/W2782510554","https://openalex.org/W2787091153","https://openalex.org/W2788109278","https://openalex.org/W2788663865","https://openalex.org/W2793366553","https://openalex.org/W2798714868","https://openalex.org/W2798734012","https://openalex.org/W2800923548","https://openalex.org/W2811481004","https://openalex.org/W2883309205","https://openalex.org/W2883779225","https://openalex.org/W2885563408","https://openalex.org/W2886799640","https://openalex.org/W2888345756","https://openalex.org/W2889570702","https://openalex.org/W2890502958","https://openalex.org/W2892101369","https://openalex.org/W2894913190","https://openalex.org/W2895115565","https://openalex.org/W2895818027","https://openalex.org/W2896263514","https://openalex.org/W2897002586","https://openalex.org/W2897195437","https://openalex.org/W2901653406","https://openalex.org/W2914471425","https://openalex.org/W2921548652","https://openalex.org/W2922263752","https://openalex.org/W2932412950","https://openalex.org/W2946617802","https://openalex.org/W2954388973","https://openalex.org/W2959048647","https://openalex.org/W2962690307","https://openalex.org/W2962723992","https://openalex.org/W2962770929","https://openalex.org/W2962793481","https://openalex.org/W2962963674","https://openalex.org/W2962974137","https://openalex.org/W2962974533","https://openalex.org/W2962982136","https://openalex.org/W2963037989","https://openalex.org/W2963091558","https://openalex.org/W2963100314","https://openalex.org/W2963113119","https://openalex.org/W2963150697","https://openalex.org/W2963163163","https://openalex.org/W2963225012","https://openalex.org/W2963266880","https://openalex.org/W2963367015","https://openalex.org/W2963389687","https://openalex.org/W2963483334","https://openalex.org/W2963495494","https://openalex.org/W2963630103","https://openalex.org/W2963758071","https://openalex.org/W2963758239","https://openalex.org/W2963966654","https://openalex.org/W2963978393","https://openalex.org/W2964002510","https://openalex.org/W2964050021","https://openalex.org/W2964070329","https://openalex.org/W2964094136","https://openalex.org/W2964221239","https://openalex.org/W2964252655","https://openalex.org/W2964258748","https://openalex.org/W2964318046","https://openalex.org/W2965638258","https://openalex.org/W2966334333","https://openalex.org/W2967819436","https://openalex.org/W2968762619","https://openalex.org/W2969009363","https://openalex.org/W2970127347","https://openalex.org/W2970190551","https://openalex.org/W2976793337","https://openalex.org/W2981464166","https://openalex.org/W2981750895","https://openalex.org/W2981840821","https://openalex.org/W2981950698","https://openalex.org/W2981963416","https://openalex.org/W2984983779","https://openalex.org/W2987671777","https://openalex.org/W2988281744","https://openalex.org/W2991079364","https://openalex.org/W2994729841","https://openalex.org/W2995278328","https://openalex.org/W2997227394","https://openalex.org/W2998315347","https://openalex.org/W3000258254","https://openalex.org/W3006407587","https://openalex.org/W3006962461","https://openalex.org/W3008547073","https://openalex.org/W3009183760","https://openalex.org/W3010688453","https://openalex.org/W3011036092","https://openalex.org/W3011353592","https://openalex.org/W3012404734","https://openalex.org/W3012895527","https://openalex.org/W3013696689","https://openalex.org/W3019309700","https://openalex.org/W3020870072","https://openalex.org/W3021338747","https://openalex.org/W3021972974","https://openalex.org/W3022095837","https://openalex.org/W3028688913","https://openalex.org/W3033060645","https://openalex.org/W3033076407","https://openalex.org/W3034190354","https://openalex.org/W3034229012","https://openalex.org/W3034854791","https://openalex.org/W3080729128","https://openalex.org/W3083690138","https://openalex.org/W3089505837","https://openalex.org/W3093028137","https://openalex.org/W3094258911","https://openalex.org/W3094629174","https://openalex.org/W3096965663","https://openalex.org/W3098428742","https://openalex.org/W3099462466","https://openalex.org/W3099709307","https://openalex.org/W3100153382","https://openalex.org/W3100477899","https://openalex.org/W3101830194","https://openalex.org/W3101998545","https://openalex.org/W3102181222","https://openalex.org/W3105655001","https://openalex.org/W3107492437","https://openalex.org/W3110551393","https://openalex.org/W3116501232","https://openalex.org/W3120670534","https://openalex.org/W3123622212","https://openalex.org/W3130073172","https://openalex.org/W3132016729","https://openalex.org/W3133870000","https://openalex.org/W3142806976","https://openalex.org/W3163031117","https://openalex.org/W3167491241","https://openalex.org/W3185783567","https://openalex.org/W3186739292","https://openalex.org/W3190703182","https://openalex.org/W3213635880","https://openalex.org/W4244151341","https://openalex.org/W4288092008","https://openalex.org/W4297971002","https://openalex.org/W4299547151","https://openalex.org/W4320002812","https://openalex.org/W6637373629","https://openalex.org/W6678815747","https://openalex.org/W6685352114","https://openalex.org/W6713645886","https://openalex.org/W6714138976","https://openalex.org/W6718140377","https://openalex.org/W6727107185","https://openalex.org/W6728889164","https://openalex.org/W6729939709","https://openalex.org/W6734531890","https://openalex.org/W6738824914","https://openalex.org/W6743688258","https://openalex.org/W6745560452","https://openalex.org/W6749224410","https://openalex.org/W6750227808","https://openalex.org/W6752422777","https://openalex.org/W6752797223","https://openalex.org/W6754560582","https://openalex.org/W6772067201","https://openalex.org/W6772700688","https://openalex.org/W6775142676","https://openalex.org/W6777046832","https://openalex.org/W6777906715"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2738456166","https://openalex.org/W2352745894","https://openalex.org/W2057731951","https://openalex.org/W2358836583","https://openalex.org/W2119941839","https://openalex.org/W2022897160","https://openalex.org/W2387983088","https://openalex.org/W2135888309","https://openalex.org/W3080469217"],"abstract_inverted_index":{"Fashion":[0,240,245],"knowledge":[1,103,171],"encourages":[2],"people":[3],"to":[4,42,48,65,97,146,151,187,211,258],"properly":[5],"dress":[6],"and":[7,22,34,51,70,100,202,237,248,320],"faces":[8],"not":[9,275],"only":[10,283],"physiological":[11],"necessity":[12],"of":[13,19,55,81,87,195,254,299,318],"users,":[14],"but":[15],"also":[16,125],"the":[17,78,119,139,196,199,203,252,260,264,278,296,312],"requirement":[18],"social":[20,37,56,82,107,131,173,183,301],"practices":[21],"activities.":[23],"It":[24],"usually":[25],"includes":[26,231],"three":[27],"jointly":[28],"related":[29,186],"aspects":[30],"of:":[31],"occasion,":[32],"person":[33],"clothing.":[35],"Nowadays,":[36],"media":[38,57,83,132,174,184,302],"platforms":[39],"allow":[40],"users":[41],"interact":[43],"with":[44],"each":[45],"other":[46],"online":[47],"share":[49],"opinions":[50],"information.":[52],"The":[53],"use":[54,80],"sites":[58],"such":[59],"as":[60,73,84,331],"Instagram":[61],"has":[62,94,305],"already":[63],"spread":[64],"almost":[66],"every":[67],"fashion":[68,91,102,170,188,200,265,300],"brand":[69],"been":[71,288,306],"evaluated":[72],"business":[74],"take-off":[75],"tools.":[76],"With":[77],"heightened":[79],"a":[85,127,193],"means":[86],"marketing":[88],"communication":[89],"for":[90,168,182,327,334],"brands,":[92],"it":[93,208],"become":[95],"necessary":[96],"empirically":[98],"analyse":[99],"extract":[101],"from":[104,172],"them.":[105,112],"Thus,":[106],"brands":[108],"are":[109,144],"investing":[110],"on":[111,130,162],"In":[113,190,220],"this":[114,137,177,191,218,255,272],"way,":[115],"they":[116],"can":[117],"understand":[118],"consumer\u2019s":[120],"preferences.":[121],"This":[122,290],"change":[123],"is":[124,209,257],"having":[126],"significant":[128],"impact":[129],"data":[133,185,303],"analysis.":[134],"To":[135],"solve":[136],"issue,":[138],"Deep":[140,284,308],"learning":[141,154,269],"(DL)":[142],"methods":[143,205,279,286,310],"proven":[145],"be":[147,226],"effective":[148],"solutions":[149],"due":[150],"their":[152],"automatic":[153],"capability.":[155],"However,":[156,271],"little":[157],"systematic":[158],"work":[159],"currently":[160],"exists":[161],"how":[163],"researchers":[164,215],"have":[165,287],"applied":[166,206],"DL":[167,204],"analysing":[169],"data.":[175],"Hence,":[176],"contribution":[178],"outlines":[179],"DL-based":[180],"techniques":[181],"domain.":[189],"study,":[192],"review":[194,273],"dataset":[197],"within":[198,263],"world":[201,266],"on,":[207],"presented":[210],"help":[212],"out":[213],"new":[214],"interested":[216],"in":[217,281,316],"subject.":[219],"particular,":[221],"five":[222],"different":[223],"tasks":[224],"will":[225],"considered:":[227],"Object":[228],"Detection,":[229,234],"that":[230,304],"Clothes":[232,235,242,249],"Landmark":[233],"Parsing":[236],"Product":[238],"Retrieval,":[239],"Classification,":[241],"Generation,":[243],"Automatic":[244],"Knowledge":[246],"Extraction":[247],"Recommendation.":[250],"Therefore,":[251],"purpose":[253],"paper":[256],"underline":[259],"multiple":[261],"applications":[262],"using":[267],"deep":[268],"techniques.":[270],"does":[274],"cover":[276],"all":[277],"used:":[280],"fact,":[282],"Learning":[285,309],"analyzed.":[289],"choice":[291],"was":[292],"made":[293],"since,":[294],"given":[295],"huge":[297],"amount":[298],"collected,":[307],"achieve":[311],"best":[313],"performance":[314],"both":[315],"terms":[317],"accuracy":[319],"time.":[321],"Limitations":[322],"point":[323],"towards":[324],"unexplored":[325],"areas":[326],"future":[328,335],"investigations,":[329],"serving":[330],"useful":[332],"guidelines":[333],"research":[336],"directions.":[337]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2022-01-26T00:00:00"}
