{"id":"https://openalex.org/W4402343086","doi":"https://doi.org/10.1007/s42001-024-00326-y","title":"A comprehensive review of visual\u2013textual sentiment analysis from social media networks","display_name":"A comprehensive review of visual\u2013textual sentiment analysis from social media networks","publication_year":2024,"publication_date":"2024-09-08","ids":{"openalex":"https://openalex.org/W4402343086","doi":"https://doi.org/10.1007/s42001-024-00326-y"},"language":"en","primary_location":{"id":"doi:10.1007/s42001-024-00326-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s42001-024-00326-y","pdf_url":null,"source":{"id":"https://openalex.org/S4210196583","display_name":"Journal of Computational Social Science","issn_l":"2432-2717","issn":["2432-2717","2432-2725"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Social Science","raw_type":"journal-article"},"type":"review","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/A5081641003","display_name":"Israa Khalaf Salman Al-Tameemi","orcid":"https://orcid.org/0009-0008-3563-2266"},"institutions":[{"id":"https://openalex.org/I41832843","display_name":"University of Tabriz","ror":"https://ror.org/01papkj44","country_code":"IR","type":"education","lineage":["https://openalex.org/I41832843"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Israa Khalaf Salman Al-Tameemi","raw_affiliation_strings":["Computerized Intelligence Systems Laboratory, Department of Computer Engineering, University of Tabriz, Tabriz, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computerized Intelligence Systems Laboratory, Department of Computer Engineering, University of Tabriz, Tabriz, Iran","institution_ids":["https://openalex.org/I41832843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056445813","display_name":"Mohammad\u2010Reza Feizi\u2010Derakhshi","orcid":"https://orcid.org/0000-0002-8548-976X"},"institutions":[{"id":"https://openalex.org/I41832843","display_name":"University of Tabriz","ror":"https://ror.org/01papkj44","country_code":"IR","type":"education","lineage":["https://openalex.org/I41832843"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Mohammad-Reza Feizi-Derakhshi","raw_affiliation_strings":["Computerized Intelligence Systems Laboratory, Department of Computer Engineering, University of Tabriz, Tabriz, Iran"],"raw_orcid":"https://orcid.org/0000-0002-8548-976X","affiliations":[{"raw_affiliation_string":"Computerized Intelligence Systems Laboratory, Department of Computer Engineering, University of Tabriz, Tabriz, Iran","institution_ids":["https://openalex.org/I41832843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054301463","display_name":"Saeed Pashazadeh","orcid":null},"institutions":[{"id":"https://openalex.org/I41832843","display_name":"University of Tabriz","ror":"https://ror.org/01papkj44","country_code":"IR","type":"education","lineage":["https://openalex.org/I41832843"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Saeed Pashazadeh","raw_affiliation_strings":["Faculty of Electrical and Computer Engineering, University of Tabriz, Tabriz, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Electrical and Computer Engineering, University of Tabriz, Tabriz, Iran","institution_ids":["https://openalex.org/I41832843"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020635578","display_name":"Mohammad Asadpour","orcid":"https://orcid.org/0000-0002-9448-7221"},"institutions":[{"id":"https://openalex.org/I41832843","display_name":"University of Tabriz","ror":"https://ror.org/01papkj44","country_code":"IR","type":"education","lineage":["https://openalex.org/I41832843"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Mohammad Asadpour","raw_affiliation_strings":["Faculty of Electrical and Computer Engineering, University of Tabriz, Tabriz, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Electrical and Computer Engineering, University of Tabriz, Tabriz, Iran","institution_ids":["https://openalex.org/I41832843"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5056445813"],"corresponding_institution_ids":["https://openalex.org/I41832843"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":null,"fwci":7.5967,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.97679637,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"7","issue":"3","first_page":"2767","last_page":"2838"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9991999864578247,"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":0.9991999864578247,"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":0.9894999861717224,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9416999816894531,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.6827150583267212},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.6567388772964478},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4860244393348694},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4344596564769745},{"id":"https://openalex.org/keywords/visual-media","display_name":"Visual media","score":0.4331757724285126},{"id":"https://openalex.org/keywords/social-network-analysis","display_name":"Social network analysis","score":0.42305946350097656},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3599400222301483},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.33482134342193604},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3115522563457489},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.2129347324371338}],"concepts":[{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.6827150583267212},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.6567388772964478},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4860244393348694},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4344596564769745},{"id":"https://openalex.org/C2987052865","wikidata":"https://www.wikidata.org/wiki/Q11033","display_name":"Visual media","level":2,"score":0.4331757724285126},{"id":"https://openalex.org/C114713312","wikidata":"https://www.wikidata.org/wiki/Q7551269","display_name":"Social network analysis","level":3,"score":0.42305946350097656},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3599400222301483},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.33482134342193604},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3115522563457489},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.2129347324371338}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s42001-024-00326-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s42001-024-00326-y","pdf_url":null,"source":{"id":"https://openalex.org/S4210196583","display_name":"Journal of Computational Social Science","issn_l":"2432-2717","issn":["2432-2717","2432-2725"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Social Science","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:spr:jcsosc:v:7:y:2024:i:3:d:10.1007_s42001-024-00326-y","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s42001-024-00326-y","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.41999998688697815,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":234,"referenced_works":["https://openalex.org/W211285526","https://openalex.org/W1001391364","https://openalex.org/W1133916940","https://openalex.org/W1481057431","https://openalex.org/W1514644264","https://openalex.org/W1574818812","https://openalex.org/W1589554437","https://openalex.org/W1614298861","https://openalex.org/W1686810756","https://openalex.org/W1797037330","https://openalex.org/W1873821034","https://openalex.org/W1908808128","https://openalex.org/W1965235124","https://openalex.org/W1965343349","https://openalex.org/W1968188631","https://openalex.org/W1970971174","https://openalex.org/W1975428268","https://openalex.org/W1984058506","https://openalex.org/W1989782301","https://openalex.org/W1996430422","https://openalex.org/W2003856922","https://openalex.org/W2004236981","https://openalex.org/W2012070465","https://openalex.org/W2014112886","https://openalex.org/W2017411072","https://openalex.org/W2025899713","https://openalex.org/W2032301237","https://openalex.org/W2046682605","https://openalex.org/W2055299609","https://openalex.org/W2057308560","https://openalex.org/W2064269757","https://openalex.org/W2075456404","https://openalex.org/W2082398333","https://openalex.org/W2086612585","https://openalex.org/W2098638997","https://openalex.org/W2102381086","https://openalex.org/W2102998034","https://openalex.org/W2103184001","https://openalex.org/W2105270083","https://openalex.org/W2109325523","https://openalex.org/W2128118354","https://openalex.org/W2128837546","https://openalex.org/W2132984323","https://openalex.org/W2158275940","https://openalex.org/W2159498975","https://openalex.org/W2160250477","https://openalex.org/W2166015963","https://openalex.org/W2170653751","https://openalex.org/W2183341477","https://openalex.org/W2194578903","https://openalex.org/W2194775991","https://openalex.org/W2250539671","https://openalex.org/W2253609223","https://openalex.org/W2269995117","https://openalex.org/W2279759548","https://openalex.org/W2290551858","https://openalex.org/W2293236424","https://openalex.org/W2335703454","https://openalex.org/W2397331935","https://openalex.org/W2413899610","https://openalex.org/W2422471819","https://openalex.org/W2460961991","https://openalex.org/W2462290672","https://openalex.org/W2472490454","https://openalex.org/W2484997644","https://openalex.org/W2488998207","https://openalex.org/W2489370933","https://openalex.org/W2491741440","https://openalex.org/W2493916176","https://openalex.org/W2493920898","https://openalex.org/W2519006514","https://openalex.org/W2527200148","https://openalex.org/W2531409750","https://openalex.org/W2538942427","https://openalex.org/W2552192644","https://openalex.org/W2565145181","https://openalex.org/W2570829410","https://openalex.org/W2571253853","https://openalex.org/W2584561145","https://openalex.org/W2598121424","https://openalex.org/W2612769033","https://openalex.org/W2619383789","https://openalex.org/W2626349271","https://openalex.org/W2727488328","https://openalex.org/W2742011600","https://openalex.org/W2742274851","https://openalex.org/W2745862583","https://openalex.org/W2757783486","https://openalex.org/W2766327153","https://openalex.org/W2766546031","https://openalex.org/W2767249564","https://openalex.org/W2767363271","https://openalex.org/W2767484504","https://openalex.org/W2767617828","https://openalex.org/W2769317996","https://openalex.org/W2770602608","https://openalex.org/W2773770608","https://openalex.org/W2773971852","https://openalex.org/W2776249353","https://openalex.org/W2777755515","https://openalex.org/W2788264489","https://openalex.org/W2792243014","https://openalex.org/W2793857798","https://openalex.org/W2798802604","https://openalex.org/W2799498328","https://openalex.org/W2805121932","https://openalex.org/W2807237565","https://openalex.org/W2807564040","https://openalex.org/W2886444838","https://openalex.org/W2888965188","https://openalex.org/W2888975113","https://openalex.org/W2893938941","https://openalex.org/W2900256687","https://openalex.org/W2901078833","https://openalex.org/W2901880735","https://openalex.org/W2905467555","https://openalex.org/W2905562398","https://openalex.org/W2907396608","https://openalex.org/W2907809064","https://openalex.org/W2909810581","https://openalex.org/W2910164082","https://openalex.org/W2910191085","https://openalex.org/W2910785183","https://openalex.org/W2911437460","https://openalex.org/W2912463350","https://openalex.org/W2914885528","https://openalex.org/W2920827296","https://openalex.org/W2921907837","https://openalex.org/W2932164076","https://openalex.org/W2935600691","https://openalex.org/W2937612335","https://openalex.org/W2938796706","https://openalex.org/W2944443295","https://openalex.org/W2946870453","https://openalex.org/W2947838898","https://openalex.org/W2948676181","https://openalex.org/W2956118129","https://openalex.org/W2962824509","https://openalex.org/W2963337756","https://openalex.org/W2963349408","https://openalex.org/W2964010806","https://openalex.org/W2965568939","https://openalex.org/W2969078176","https://openalex.org/W2969917809","https://openalex.org/W2970899879","https://openalex.org/W2982281530","https://openalex.org/W2982383280","https://openalex.org/W2990714382","https://openalex.org/W2993259699","https://openalex.org/W2993843842","https://openalex.org/W2997416493","https://openalex.org/W2998884477","https://openalex.org/W2999553663","https://openalex.org/W3000441416","https://openalex.org/W3005470941","https://openalex.org/W3005804464","https://openalex.org/W3011029153","https://openalex.org/W3013466528","https://openalex.org/W3015647315","https://openalex.org/W3016110010","https://openalex.org/W3016463114","https://openalex.org/W3018312910","https://openalex.org/W3020946199","https://openalex.org/W3025121104","https://openalex.org/W3032112198","https://openalex.org/W3032532364","https://openalex.org/W3032634577","https://openalex.org/W3036481309","https://openalex.org/W3036530731","https://openalex.org/W3037653875","https://openalex.org/W3040450405","https://openalex.org/W3041730883","https://openalex.org/W3041990426","https://openalex.org/W3042512094","https://openalex.org/W3044854652","https://openalex.org/W3046351054","https://openalex.org/W3046950317","https://openalex.org/W3048095951","https://openalex.org/W3087935850","https://openalex.org/W3092606432","https://openalex.org/W3093034281","https://openalex.org/W3095024162","https://openalex.org/W3098239359","https://openalex.org/W3100594455","https://openalex.org/W3102065963","https://openalex.org/W3102444842","https://openalex.org/W3103167052","https://openalex.org/W3103318163","https://openalex.org/W3111911126","https://openalex.org/W3112718522","https://openalex.org/W3120687460","https://openalex.org/W3125747914","https://openalex.org/W3141951428","https://openalex.org/W3155222352","https://openalex.org/W3155497642","https://openalex.org/W3157910549","https://openalex.org/W3168928417","https://openalex.org/W3174439961","https://openalex.org/W3174517569","https://openalex.org/W3182078758","https://openalex.org/W3194475041","https://openalex.org/W3195446119","https://openalex.org/W3195841930","https://openalex.org/W3196161039","https://openalex.org/W3203610696","https://openalex.org/W3206529771","https://openalex.org/W3211156331","https://openalex.org/W4200144900","https://openalex.org/W4200168573","https://openalex.org/W4200536610","https://openalex.org/W4200556038","https://openalex.org/W4206160141","https://openalex.org/W4210595379","https://openalex.org/W4210843599","https://openalex.org/W4212817947","https://openalex.org/W4225650823","https://openalex.org/W4233787372","https://openalex.org/W4236122429","https://openalex.org/W4236765470","https://openalex.org/W4242817283","https://openalex.org/W4249733002","https://openalex.org/W4253790680","https://openalex.org/W4300071093","https://openalex.org/W4386088239","https://openalex.org/W4386350795","https://openalex.org/W4387952033","https://openalex.org/W4390298839","https://openalex.org/W4392007333","https://openalex.org/W4399485275","https://openalex.org/W6642652525","https://openalex.org/W6693390735","https://openalex.org/W6747888264","https://openalex.org/W6760854862","https://openalex.org/W6800238215"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W3089396779","https://openalex.org/W2548633793","https://openalex.org/W3013279174","https://openalex.org/W2941935829","https://openalex.org/W2596247554","https://openalex.org/W4301373556","https://openalex.org/W3132372214","https://openalex.org/W4224284088","https://openalex.org/W4286571989"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":14},{"year":2024,"cited_by_count":3}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}