{"id":"https://openalex.org/W4399074084","doi":"https://doi.org/10.1109/tmm.2024.3406196","title":"SADCMF: Self-Attentive Deep Consistent Matrix Factorization for Micro-Video Multi-Label Classification","display_name":"SADCMF: Self-Attentive Deep Consistent Matrix Factorization for Micro-Video Multi-Label Classification","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4399074084","doi":"https://doi.org/10.1109/tmm.2024.3406196"},"language":"en","primary_location":{"id":"doi:10.1109/tmm.2024.3406196","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2024.3406196","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Multimedia","raw_type":"journal-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/A5026237787","display_name":"Fugui Fan","orcid":"https://orcid.org/0000-0002-7429-0245"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fugui Fan","raw_affiliation_strings":["School of Electrical and Information Engineering, Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0002-7429-0245","affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000190108","display_name":"Peiguang Jing","orcid":"https://orcid.org/0000-0003-2648-7358"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peiguang Jing","raw_affiliation_strings":["School of Electrical and Information Engineering, Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0003-2648-7358","affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038612499","display_name":"Liqiang Nie","orcid":"https://orcid.org/0000-0003-1476-0273"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liqiang Nie","raw_affiliation_strings":["School of Computer Science and Technology, Harbin Institute of Technology, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0003-1476-0273","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Harbin Institute of Technology, Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115547238","display_name":"Haoyu Gu","orcid":"https://orcid.org/0009-0005-3486-8128"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haoyu Gu","raw_affiliation_strings":["School of Electrical and Information Engineering, Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0009-0005-3486-8128","affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033713097","display_name":"Yuting Su","orcid":"https://orcid.org/0000-0001-5165-204X"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuting Su","raw_affiliation_strings":["School of Electrical and Information Engineering, Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0001-5165-204X","affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.9686,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.87269804,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"26","issue":null,"first_page":"10331","last_page":"10341"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11439","display_name":"Video Analysis and Summarization","score":0.9652000069618225,"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/T11439","display_name":"Video Analysis and Summarization","score":0.9652000069618225,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9581000208854675,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.8439887166023254},{"id":"https://openalex.org/keywords/matrix-decomposition","display_name":"Matrix decomposition","score":0.6731730103492737},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.588945209980011},{"id":"https://openalex.org/keywords/multi-label-classification","display_name":"Multi-label classification","score":0.5349729061126709},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5116913318634033},{"id":"https://openalex.org/keywords/non-negative-matrix-factorization","display_name":"Non-negative matrix factorization","score":0.4947587847709656},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.4191758334636688},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.17373281717300415}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8439887166023254},{"id":"https://openalex.org/C42355184","wikidata":"https://www.wikidata.org/wiki/Q1361088","display_name":"Matrix decomposition","level":3,"score":0.6731730103492737},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.588945209980011},{"id":"https://openalex.org/C2776482837","wikidata":"https://www.wikidata.org/wiki/Q3553958","display_name":"Multi-label classification","level":2,"score":0.5349729061126709},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5116913318634033},{"id":"https://openalex.org/C152671427","wikidata":"https://www.wikidata.org/wiki/Q10843505","display_name":"Non-negative matrix factorization","level":4,"score":0.4947587847709656},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.4191758334636688},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.17373281717300415},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C158693339","wikidata":"https://www.wikidata.org/wiki/Q190524","display_name":"Eigenvalues and eigenvectors","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tmm.2024.3406196","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2024.3406196","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Multimedia","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5632917453","display_name":null,"funder_award_id":"62371330","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W1777628566","https://openalex.org/W1970696760","https://openalex.org/W1979740015","https://openalex.org/W1999954155","https://openalex.org/W2052684427","https://openalex.org/W2103972604","https://openalex.org/W2108433027","https://openalex.org/W2183341477","https://openalex.org/W2250384498","https://openalex.org/W2250539671","https://openalex.org/W2527280178","https://openalex.org/W2588628126","https://openalex.org/W2605997098","https://openalex.org/W2766187676","https://openalex.org/W2766640142","https://openalex.org/W2897298014","https://openalex.org/W2897979119","https://openalex.org/W2951323451","https://openalex.org/W2956959730","https://openalex.org/W2964144157","https://openalex.org/W2971070681","https://openalex.org/W2981142240","https://openalex.org/W2981591098","https://openalex.org/W2982795604","https://openalex.org/W2995906733","https://openalex.org/W2998420437","https://openalex.org/W3008516105","https://openalex.org/W3014997433","https://openalex.org/W3109641518","https://openalex.org/W3128609022","https://openalex.org/W3131318543","https://openalex.org/W3152754274","https://openalex.org/W3155230099","https://openalex.org/W3180072764","https://openalex.org/W3196691777","https://openalex.org/W3205972537","https://openalex.org/W3208587582","https://openalex.org/W3208922547","https://openalex.org/W4210334299","https://openalex.org/W4284675272","https://openalex.org/W4304092645","https://openalex.org/W4312290604","https://openalex.org/W4366456842","https://openalex.org/W4378419434","https://openalex.org/W4385695937","https://openalex.org/W4386076578","https://openalex.org/W6603183647","https://openalex.org/W6675164516","https://openalex.org/W6852008680"],"related_works":["https://openalex.org/W4390394189","https://openalex.org/W2037504162","https://openalex.org/W2539013788","https://openalex.org/W2792706544","https://openalex.org/W1568451138","https://openalex.org/W2156699640","https://openalex.org/W2045265907","https://openalex.org/W2972997031","https://openalex.org/W2146544734","https://openalex.org/W2075222291"],"abstract_inverted_index":{"Currently,":[0],"there":[1],"is":[2,90,118],"a":[3,20,54,108,134],"growing":[4],"scholarly":[5],"and":[6,42,69,100,152],"industrial":[7],"interest":[8],"in":[9,49,107,186],"micro-video-centric":[10],"research.":[11],"Within":[12],"these":[13],"domains,":[14],"multi-label":[15,75,180],"learning":[16],"has":[17],"emerged":[18],"as":[19],"fundamental":[21],"yet":[22],"attractive":[23],"subject.":[24],"Existing":[25],"methods":[26],"primarily":[27],"place":[28],"emphasis":[29],"on":[30,175],"feature":[31,141],"representations":[32,68,96,163],"of":[33,97,104,169],"individual":[34],"micro-videos,":[35],"while":[36],"neglecting":[37],"latent":[38],"interdependencies":[39],"between":[40,160],"instance":[41,98],"label":[43,105],"domains.":[44],"To":[45],"address":[46],"this":[47,50],"problem,":[48],"paper,":[51],"we":[52],"propose":[53],"novel":[55],"self-attentive":[56],"deep":[57,86],"consistent":[58],"matrix":[59],"factorization":[60,88,116],"(SADCMF)":[61],"method,":[62],"which":[63,126],"jointly":[64],"explores":[65],"dualdomain":[66,85],"hierarchical":[67],"their":[70],"inherent":[71],"dependencies":[72],"for":[73,164],"micro-video":[74,179],"classification.":[76],"Specifically,":[77],"SADCMF":[78],"includes":[79],"three":[80],"primary":[81],"characteristics:":[82],"1)":[83],"A":[84,113,144],"collaborative":[87],"module":[89,117,148],"developed":[91],"to":[92,120,137],"explore":[93],"the":[94,101,122,139,150,158,161,166],"first-stage":[95],"features":[99,132],"discriminative":[102],"embeddings":[103],"semantics":[106],"mutually":[109],"beneficial":[110],"manner.":[111],"2)":[112],"correlation-driven":[114],"selfattentive":[115],"devised":[119],"acquire":[121],"labelaware":[123],"attentive":[124],"outputs,":[125],"are":[127],"further":[128],"combined":[129],"with":[130,188],"original":[131],"through":[133],"residual":[135],"structure":[136],"enrich":[138],"second-stage":[140],"representations.":[142],"3)":[143],"dual-stream":[145],"representation":[146,154],"consistency":[147],"ensures":[149],"unidirectional":[151],"bidirectional":[153],"consistency,":[155],"meanwhile,":[156],"narrows":[157],"discrepancies":[159],"two-stage":[162],"improving":[165],"generalization":[167],"ability":[168],"our":[170],"method.":[171],"Extensive":[172],"experiments":[173],"conducted":[174],"two":[176],"publicly":[177],"available":[178],"datasets":[181],"demonstrate":[182],"its":[183],"superior":[184],"performance":[185],"comparison":[187],"state-of-the-art":[189],"methods.":[190]},"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
