{"id":"https://openalex.org/W4407774771","doi":"https://doi.org/10.1145/3711129.3711215","title":"Research on Multi-Attention-Based Multimodal Fusion Model","display_name":"Research on Multi-Attention-Based Multimodal Fusion Model","publication_year":2024,"publication_date":"2024-10-18","ids":{"openalex":"https://openalex.org/W4407774771","doi":"https://doi.org/10.1145/3711129.3711215"},"language":"en","primary_location":{"id":"doi:10.1145/3711129.3711215","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3711129.3711215","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 8th International Conference on Electronic Information Technology and Computer Engineering","raw_type":"proceedings-article"},"type":"conference-paper","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/A5069362561","display_name":"Yan hong","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yan hong Ma","raw_affiliation_strings":["State Grid Gansu Electric Power Company, Lanzhou, Gansu, China"],"raw_orcid":"https://orcid.org/0009-0000-5990-6462","affiliations":[{"raw_affiliation_string":"State Grid Gansu Electric Power Company, Lanzhou, Gansu, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yi jie Qin","orcid":"https://orcid.org/0009-0001-9665-7749"},"institutions":[{"id":"https://openalex.org/I22716506","display_name":"Lanzhou University of Technology","ror":"https://ror.org/03panb555","country_code":"CN","type":"education","lineage":["https://openalex.org/I22716506"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi jie Qin","raw_affiliation_strings":["School of Lanzhou University of Technology, Lanzhou, Gansu, China"],"raw_orcid":"https://orcid.org/0009-0001-9665-7749","affiliations":[{"raw_affiliation_string":"School of Lanzhou University of Technology, Lanzhou, Gansu, China","institution_ids":["https://openalex.org/I22716506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100579072","display_name":"Hong Zhang","orcid":"https://orcid.org/0009-0003-0132-3303"},"institutions":[{"id":"https://openalex.org/I22716506","display_name":"Lanzhou University of Technology","ror":"https://ror.org/03panb555","country_code":"CN","type":"education","lineage":["https://openalex.org/I22716506"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hong Zhang","raw_affiliation_strings":["School of Lanzhou University of Technology, Lanzhou, Gansu, China"],"raw_orcid":"https://orcid.org/0009-0003-0132-3303","affiliations":[{"raw_affiliation_string":"School of Lanzhou University of Technology, Lanzhou, Gansu, China","institution_ids":["https://openalex.org/I22716506"]}]},{"author_position":"last","author":{"id":null,"display_name":"Kun Jiang","orcid":"https://orcid.org/0009-0009-0369-1090"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kun Jiang","raw_affiliation_strings":["Changzhou Xingyu Automotive Lighting Systems Co., Ltd, Changzhou, Jiangsu, China"],"raw_orcid":"https://orcid.org/0009-0009-0369-1090","affiliations":[{"raw_affiliation_string":"Changzhou Xingyu Automotive Lighting Systems Co., Ltd, Changzhou, Jiangsu, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"499","last_page":"503"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9907000064849854,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9907000064849854,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9878000020980835,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T12496","display_name":"Color perception and design","score":0.9735999703407288,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6133889555931091},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.5416811108589172},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3698243498802185},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.06363070011138916}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6133889555931091},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.5416811108589172},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3698243498802185},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.06363070011138916},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3711129.3711215","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3711129.3711215","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 8th International Conference on Electronic Information Technology and Computer Engineering","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W3084624816","https://openalex.org/W4210945812","https://openalex.org/W4386179772","https://openalex.org/W4386280877","https://openalex.org/W4390367337","https://openalex.org/W4390594719","https://openalex.org/W4401536902"],"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":{"Most":[0],"current":[1],"fusion":[2,26,77,93],"model":[3,29,90],"studies":[4],"focus":[5],"on":[6,81],"the":[7,14,50,65,74],"impact":[8],"of":[9,16,67,76],"different":[10],"modalities":[11],"while":[12],"ignoring":[13],"effect":[15],"inter-modal":[17,37,68],"interaction":[18,38,47,69],"information.":[19],"This":[20,28],"paper":[21],"proposes":[22],"a":[23],"multi-attention-based":[24],"multimodal":[25,34],"model.":[27,78],"fully":[30],"explores":[31],"and":[32,36,60,71,86],"integrates":[33],"information":[35,39,48,70],"through":[40],"three":[41,51],"attention":[42,52,55],"modules.":[43],"It":[44],"extracts":[45],"effective":[46],"from":[49],"modules":[53],"using":[54],"mechanisms,":[56],"filtering":[57],"out":[58],"redundant":[59],"noisy":[61],"data":[62],"to":[63],"improve":[64],"utilization":[66],"thus":[72],"enhancing":[73],"accuracy":[75],"Experiments":[79],"conducted":[80],"two":[82],"public":[83],"datasets":[84],"CMU-MOSI":[85],"CMU-MOSEI":[87],"demonstrate":[88],"this":[89],"achieves":[91],"better":[92],"performance.":[94]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
