{"id":"https://openalex.org/W4385349476","doi":"https://doi.org/10.1007/s10462-023-10555-8","title":"A comprehensive survey on deep learning-based approaches for multimodal sentiment analysis","display_name":"A comprehensive survey on deep learning-based approaches for multimodal sentiment analysis","publication_year":2023,"publication_date":"2023-07-28","ids":{"openalex":"https://openalex.org/W4385349476","doi":"https://doi.org/10.1007/s10462-023-10555-8"},"language":"en","primary_location":{"id":"doi:10.1007/s10462-023-10555-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10462-023-10555-8","pdf_url":null,"source":{"id":"https://openalex.org/S122814990","display_name":"Artificial Intelligence Review","issn_l":"0269-2821","issn":["0269-2821","1573-7462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence Review","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/A5050089569","display_name":"Alireza Ghorbanali","orcid":"https://orcid.org/0000-0003-3618-9469"},"institutions":[{"id":"https://openalex.org/I4210104301","display_name":"Islamic Azad University Semnan","ror":"https://ror.org/01abrxp85","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I4210104301"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Alireza Ghorbanali","raw_affiliation_strings":["Department of Computer Engineering, Semnan Branch, Islamic Azad University, Semnan, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Semnan Branch, Islamic Azad University, Semnan, Iran","institution_ids":["https://openalex.org/I4210104301"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045821587","display_name":"Mohammad Karim Sohrabi","orcid":"https://orcid.org/0000-0001-8066-0356"},"institutions":[{"id":"https://openalex.org/I4210104301","display_name":"Islamic Azad University Semnan","ror":"https://ror.org/01abrxp85","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I4210104301"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Mohammad Karim Sohrabi","raw_affiliation_strings":["Department of Computer Engineering, Semnan Branch, Islamic Azad University, Semnan, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Semnan Branch, Islamic Azad University, Semnan, Iran","institution_ids":["https://openalex.org/I4210104301"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5045821587"],"corresponding_institution_ids":["https://openalex.org/I4210104301"],"apc_list":{"value":2490,"currency":"EUR","value_usd":3090},"apc_paid":null,"fwci":7.4144,"has_fulltext":false,"cited_by_count":44,"citation_normalized_percentile":{"value":0.97863772,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"56","issue":"S1","first_page":"1479","last_page":"1512"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9768999814987183,"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"}},{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9660000205039978,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.8513827323913574},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8190160989761353},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.728668212890625},{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.6781225800514221},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6081541776657104},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5945008993148804},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5885686278343201},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5043271780014038},{"id":"https://openalex.org/keywords/multimodal-learning","display_name":"Multimodal learning","score":0.46409550309181213},{"id":"https://openalex.org/keywords/modal-verb","display_name":"Modal verb","score":0.4636033773422241},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37003687024116516},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3604840040206909},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.19796693325042725}],"concepts":[{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.8513827323913574},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8190160989761353},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.728668212890625},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.6781225800514221},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6081541776657104},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5945008993148804},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5885686278343201},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5043271780014038},{"id":"https://openalex.org/C2780660688","wikidata":"https://www.wikidata.org/wiki/Q25052564","display_name":"Multimodal learning","level":2,"score":0.46409550309181213},{"id":"https://openalex.org/C48314727","wikidata":"https://www.wikidata.org/wiki/Q560570","display_name":"Modal verb","level":3,"score":0.4636033773422241},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37003687024116516},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3604840040206909},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.19796693325042725},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C2776397901","wikidata":"https://www.wikidata.org/wiki/Q24905","display_name":"Verb","level":2,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10462-023-10555-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10462-023-10555-8","pdf_url":null,"source":{"id":"https://openalex.org/S122814990","display_name":"Artificial Intelligence Review","issn_l":"0269-2821","issn":["0269-2821","1573-7462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence Review","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.7699999809265137}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":174,"referenced_works":["https://openalex.org/W66373487","https://openalex.org/W939190374","https://openalex.org/W1501931667","https://openalex.org/W1815942593","https://openalex.org/W1916445035","https://openalex.org/W1984892353","https://openalex.org/W2019759670","https://openalex.org/W2022204871","https://openalex.org/W2046682605","https://openalex.org/W2047281828","https://openalex.org/W2049434052","https://openalex.org/W2065895060","https://openalex.org/W2075456404","https://openalex.org/W2077259488","https://openalex.org/W2095176743","https://openalex.org/W2095579012","https://openalex.org/W2110700950","https://openalex.org/W2111620038","https://openalex.org/W2117332520","https://openalex.org/W2122563357","https://openalex.org/W2125274311","https://openalex.org/W2126792281","https://openalex.org/W2129011250","https://openalex.org/W2146111747","https://openalex.org/W2148506018","https://openalex.org/W2149557440","https://openalex.org/W2153353890","https://openalex.org/W2154739180","https://openalex.org/W2166588037","https://openalex.org/W2166706824","https://openalex.org/W2170414372","https://openalex.org/W2199803028","https://openalex.org/W2215376118","https://openalex.org/W2232263742","https://openalex.org/W2250966211","https://openalex.org/W2251394420","https://openalex.org/W2265228180","https://openalex.org/W2293236424","https://openalex.org/W2335882425","https://openalex.org/W2346975490","https://openalex.org/W2365919995","https://openalex.org/W2397331935","https://openalex.org/W2514299353","https://openalex.org/W2527200148","https://openalex.org/W2556605533","https://openalex.org/W2570651606","https://openalex.org/W2571312737","https://openalex.org/W2575143348","https://openalex.org/W2583643061","https://openalex.org/W2586286573","https://openalex.org/W2592109500","https://openalex.org/W2598013184","https://openalex.org/W2603864159","https://openalex.org/W2604737966","https://openalex.org/W2687524069","https://openalex.org/W2728118554","https://openalex.org/W2740880378","https://openalex.org/W2749564305","https://openalex.org/W2753840835","https://openalex.org/W2766718178","https://openalex.org/W2767249564","https://openalex.org/W2767849480","https://openalex.org/W2770602608","https://openalex.org/W2772380162","https://openalex.org/W2779594574","https://openalex.org/W2785128315","https://openalex.org/W2786169785","https://openalex.org/W2794607770","https://openalex.org/W2794946186","https://openalex.org/W2795729123","https://openalex.org/W2799498328","https://openalex.org/W2801716390","https://openalex.org/W2807374657","https://openalex.org/W2884299195","https://openalex.org/W2886193235","https://openalex.org/W2886509668","https://openalex.org/W2901252034","https://openalex.org/W2909272167","https://openalex.org/W2909652440","https://openalex.org/W2910191085","https://openalex.org/W2935044269","https://openalex.org/W2936162287","https://openalex.org/W2938616560","https://openalex.org/W2943547402","https://openalex.org/W2946063542","https://openalex.org/W2955109214","https://openalex.org/W2962793900","https://openalex.org/W2962933419","https://openalex.org/W2963001203","https://openalex.org/W2963104701","https://openalex.org/W2963520511","https://openalex.org/W2963702064","https://openalex.org/W2963710346","https://openalex.org/W2964292728","https://openalex.org/W2966864260","https://openalex.org/W2967690825","https://openalex.org/W2969078176","https://openalex.org/W2971196067","https://openalex.org/W2974015196","https://openalex.org/W2988766153","https://openalex.org/W2990361086","https://openalex.org/W2990949296","https://openalex.org/W2993843842","https://openalex.org/W2997573100","https://openalex.org/W2998470965","https://openalex.org/W3001254509","https://openalex.org/W3006617969","https://openalex.org/W3019577029","https://openalex.org/W3023208170","https://openalex.org/W3028654404","https://openalex.org/W3035127876","https://openalex.org/W3038337155","https://openalex.org/W3038402194","https://openalex.org/W3039503982","https://openalex.org/W3039869264","https://openalex.org/W3040450405","https://openalex.org/W3044892747","https://openalex.org/W3045495327","https://openalex.org/W3046174388","https://openalex.org/W3081277999","https://openalex.org/W3088352144","https://openalex.org/W3092606432","https://openalex.org/W3092910147","https://openalex.org/W3093043896","https://openalex.org/W3093051361","https://openalex.org/W3093400813","https://openalex.org/W3095024162","https://openalex.org/W3100374211","https://openalex.org/W3110002552","https://openalex.org/W3125747914","https://openalex.org/W3132970391","https://openalex.org/W3137184122","https://openalex.org/W3141688548","https://openalex.org/W3143134197","https://openalex.org/W3147958036","https://openalex.org/W3155398915","https://openalex.org/W3163767300","https://openalex.org/W3171536535","https://openalex.org/W3176267567","https://openalex.org/W3177130671","https://openalex.org/W3181274577","https://openalex.org/W3187056701","https://openalex.org/W3194394329","https://openalex.org/W3197875592","https://openalex.org/W3198531509","https://openalex.org/W3199305386","https://openalex.org/W3199982471","https://openalex.org/W3213114179","https://openalex.org/W3214432797","https://openalex.org/W4205462621","https://openalex.org/W4206396243","https://openalex.org/W4206956333","https://openalex.org/W4210410888","https://openalex.org/W4210532528","https://openalex.org/W4220749970","https://openalex.org/W4220762378","https://openalex.org/W4220864080","https://openalex.org/W4220887818","https://openalex.org/W4224035554","https://openalex.org/W4281650121","https://openalex.org/W4283078748","https://openalex.org/W4285065830","https://openalex.org/W4285262944","https://openalex.org/W4286593296","https://openalex.org/W4293205624","https://openalex.org/W4297499129","https://openalex.org/W4313648835","https://openalex.org/W4317566631","https://openalex.org/W4319984444","https://openalex.org/W4321617949","https://openalex.org/W4321793515","https://openalex.org/W6600195515","https://openalex.org/W6679469387","https://openalex.org/W6685518012"],"related_works":["https://openalex.org/W2368605798","https://openalex.org/W2348524959","https://openalex.org/W2518037665","https://openalex.org/W2368049389","https://openalex.org/W2384861574","https://openalex.org/W2952704802","https://openalex.org/W4294565801","https://openalex.org/W2142306706","https://openalex.org/W3197494161","https://openalex.org/W3011727199"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":24},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":4}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}