{"id":"https://openalex.org/W4404125313","doi":"https://doi.org/10.1109/tkde.2024.3493374","title":"Multi-Modal Correction Network for Recommendation","display_name":"Multi-Modal Correction Network for Recommendation","publication_year":2024,"publication_date":"2024-11-07","ids":{"openalex":"https://openalex.org/W4404125313","doi":"https://doi.org/10.1109/tkde.2024.3493374"},"language":"en","primary_location":{"id":"doi:10.1109/tkde.2024.3493374","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tkde.2024.3493374","pdf_url":null,"source":{"id":"https://openalex.org/S30698027","display_name":"IEEE Transactions on Knowledge and Data Engineering","issn_l":"1041-4347","issn":["1041-4347","1558-2191","2326-3865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Knowledge and Data Engineering","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/A5086625735","display_name":"Zengmao Wang","orcid":"https://orcid.org/0000-0002-9326-0316"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210100255","display_name":"Beijing Academy of Artificial Intelligence","ror":"https://ror.org/016a74861","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210100255"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zengmao Wang","raw_affiliation_strings":["School of Computer Science, Artificial Intelligence Institute of Wuhan University, National Engineering Research Center for Multimedia Software, Wuhan University, Wuhan, China","School of Computer Science, Artificial Intelligence Institute of Wuhan University, China"],"raw_orcid":"https://orcid.org/0000-0002-9326-0316","affiliations":[{"raw_affiliation_string":"School of Computer Science, Artificial Intelligence Institute of Wuhan University, National Engineering Research Center for Multimedia Software, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"School of Computer Science, Artificial Intelligence Institute of Wuhan University, China","institution_ids":["https://openalex.org/I4210100255","https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064491965","display_name":"Yunzhen Feng","orcid":null},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunzhen Feng","raw_affiliation_strings":["School of Computer Science, Wuhan University, Wuhan, China","School of Computer Science, Wuhan University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"School of Computer Science, Wuhan University, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100327560","display_name":"Xin Zhang","orcid":"https://orcid.org/0000-0003-0591-2845"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Zhang","raw_affiliation_strings":["School of Computer Science, Wuhan University, Wuhan, China","School of Computer Science, Wuhan University, China"],"raw_orcid":"https://orcid.org/0000-0003-0591-2845","affiliations":[{"raw_affiliation_string":"School of Computer Science, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"School of Computer Science, Wuhan University, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Renjie Yang","orcid":"https://orcid.org/0000-0002-5826-7846"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210140357","display_name":"Renmin Hospital of Wuhan University","ror":"https://ror.org/03ekhbz91","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210140357"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Renjie Yang","raw_affiliation_strings":["Renmin Hospital, Wuhan University, Wuhan, China","Renmin Hospital, Wuhan University, China"],"raw_orcid":"https://orcid.org/0000-0002-5826-7846","affiliations":[{"raw_affiliation_string":"Renmin Hospital, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747","https://openalex.org/I4210140357"]},{"raw_affiliation_string":"Renmin Hospital, Wuhan University, China","institution_ids":["https://openalex.org/I37461747","https://openalex.org/I4210140357"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060042752","display_name":"Bo Du","orcid":"https://orcid.org/0000-0002-0059-8458"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210100255","display_name":"Beijing Academy of Artificial Intelligence","ror":"https://ror.org/016a74861","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210100255"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Du","raw_affiliation_strings":["School of Computer Science, Artificial Intelligence Institute of Wuhan University, National Engineering Research Center for Multimedia Software, Wuhan University, Wuhan, China","School of Computer Science, Artificial Intelligence Institute of Wuhan University, China"],"raw_orcid":"https://orcid.org/0000-0002-0059-8458","affiliations":[{"raw_affiliation_string":"School of Computer Science, Artificial Intelligence Institute of Wuhan University, National Engineering Research Center for Multimedia Software, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"School of Computer Science, Artificial Intelligence Institute of Wuhan University, China","institution_ids":["https://openalex.org/I4210100255","https://openalex.org/I37461747"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5086625735"],"corresponding_institution_ids":["https://openalex.org/I37461747","https://openalex.org/I4210100255"],"apc_list":null,"apc_paid":null,"fwci":2.238,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.9101125,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"37","issue":"2","first_page":"810","last_page":"822"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.6273999810218811,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10203","display_name":"Recommender Systems and Techniques","score":0.6273999810218811,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.807986855506897},{"id":"https://openalex.org/keywords/modal","display_name":"Modal","score":0.5049722790718079},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3464313745498657},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3348844349384308}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.807986855506897},{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.5049722790718079},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3464313745498657},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3348844349384308},{"id":"https://openalex.org/C188027245","wikidata":"https://www.wikidata.org/wiki/Q750446","display_name":"Polymer chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tkde.2024.3493374","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tkde.2024.3493374","pdf_url":null,"source":{"id":"https://openalex.org/S30698027","display_name":"IEEE Transactions on Knowledge and Data Engineering","issn_l":"1041-4347","issn":["1041-4347","1558-2191","2326-3865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Knowledge and Data Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.41999998688697815,"display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G1592229948","display_name":null,"funder_award_id":"62271357","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1836220556","display_name":null,"funder_award_id":"62225113","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4403663998","display_name":null,"funder_award_id":"2042023kf0134","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G473573560","display_name":null,"funder_award_id":"62476204","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7218762839","display_name":null,"funder_award_id":"2023BAB072","funder_id":"https://openalex.org/F4320322186","funder_display_name":"Natural Science Foundation of Hubei Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322186","display_name":"Natural Science Foundation of Hubei Province","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W2295739661","https://openalex.org/W2515144511","https://openalex.org/W2575006718","https://openalex.org/W2723293840","https://openalex.org/W2741249238","https://openalex.org/W2798916557","https://openalex.org/W2913023375","https://openalex.org/W2962745591","https://openalex.org/W2963655167","https://openalex.org/W2964052347","https://openalex.org/W2964258748","https://openalex.org/W2969960436","https://openalex.org/W2970641574","https://openalex.org/W2971196067","https://openalex.org/W2982108874","https://openalex.org/W3024534448","https://openalex.org/W3045200674","https://openalex.org/W3091993229","https://openalex.org/W3093002391","https://openalex.org/W3094605801","https://openalex.org/W3133849783","https://openalex.org/W3159523266","https://openalex.org/W3190794503","https://openalex.org/W3192113933","https://openalex.org/W3206127589","https://openalex.org/W4205091644","https://openalex.org/W4210334834","https://openalex.org/W4284666445","https://openalex.org/W4284687944","https://openalex.org/W4285288414","https://openalex.org/W4297971002","https://openalex.org/W4304087073","https://openalex.org/W4322718576","https://openalex.org/W4381786098","https://openalex.org/W4385245566","https://openalex.org/W4385270524","https://openalex.org/W4400228922","https://openalex.org/W4402404329","https://openalex.org/W6631190155","https://openalex.org/W6631943919","https://openalex.org/W6766978945","https://openalex.org/W6849791880"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Multi-modal":[0],"contents":[1],"have":[2],"proven":[3],"to":[4,27,78],"be":[5],"the":[6,21,29,39,43,50,54,60,80,84,116,129,135,141,155],"powerful":[7],"knowledge":[8,41,56,87,118,131],"for":[9,45],"recommendation":[10,15,63,162],"tasks.":[11],"Most":[12],"state-of-the-art":[13,160],"multi-modal":[14,73,161],"methods":[16],"mainly":[17],"focus":[18],"on":[19,38,149],"aligning":[20],"semantic":[22,86],"spaces":[23],"of":[24,53,62,157],"different":[25,120],"modalities":[26,121],"enhance":[28,79],"item":[30,81],"representations":[31],"and":[32,59,98,111],"do":[33],"not":[34,132],"pay":[35],"much":[36],"attention":[37,96],"relevant":[40,55,117,130],"in":[42,48,88],"multi-modalities":[44],"recommendation,":[46],"resulting":[47],"that":[49],"positive":[51],"effects":[52],"is":[57,65,107],"reduced":[58],"improvement":[61],"performance":[64],"limited.":[66],"In":[67],"this":[68],"paper,":[69],"we":[70],"propose":[71],"a":[72,92,99,145],"correction":[74],"network":[75],"termed":[76],"MMCN":[77,158],"representation":[82],"with":[83,95,144],"important":[85],"each":[89],"modality":[90],"by":[91],"residual":[93,105],"structure":[94],"mechanisms":[97],"hierarchical":[100,124],"contrastive":[101,125],"learning":[102,126],"framework.":[103],"The":[104],"information":[106],"obtained":[108],"through":[109],"self-attention":[110],"cross-attention,":[112],"which":[113],"can":[114],"learn":[115],"across":[119],"effectively.":[122],"While":[123],"further":[127],"captures":[128],"only":[133],"at":[134,140],"feature":[136],"level":[137,143],"but":[138],"also":[139],"element-wise":[142],"matrix.":[146],"Extensive":[147],"experiments":[148],"three":[150],"large-scale":[151],"real-world":[152],"datasets":[153],"show":[154],"superiority":[156],"over":[159],"methods.":[163]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}
