{"id":"https://openalex.org/W4405598479","doi":"https://doi.org/10.26599/bdma.2024.9020048","title":"Affective Video Content Analysis: Decade Review and New Perspectives","display_name":"Affective Video Content Analysis: Decade Review and New Perspectives","publication_year":2024,"publication_date":"2024-12-19","ids":{"openalex":"https://openalex.org/W4405598479","doi":"https://doi.org/10.26599/bdma.2024.9020048"},"language":"en","primary_location":{"id":"doi:10.26599/bdma.2024.9020048","is_oa":true,"landing_page_url":"https://doi.org/10.26599/bdma.2024.9020048","pdf_url":null,"source":{"id":"https://openalex.org/S4210209060","display_name":"Big Data Mining and Analytics","issn_l":"2096-0654","issn":["2096-0654"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311901","host_organization_name":"Tsinghua University Press","host_organization_lineage":["https://openalex.org/P4310311901"],"host_organization_lineage_names":["Tsinghua University Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Big Data Mining and Analytics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.26599/bdma.2024.9020048","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5051556369","display_name":"Junxiao Xue","orcid":"https://orcid.org/0000-0003-1569-5362"},"institutions":[{"id":"https://openalex.org/I4210123185","display_name":"Zhejiang Lab","ror":"https://ror.org/02m2h7991","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210123185"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Junxiao Xue","raw_affiliation_strings":["Research Center for Space Computing System,Zhejiang Lab,Hangzhou,China,311500"],"affiliations":[{"raw_affiliation_string":"Research Center for Space Computing System,Zhejiang Lab,Hangzhou,China,311500","institution_ids":["https://openalex.org/I4210123185"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100440200","display_name":"Jie Wang","orcid":"https://orcid.org/0000-0003-4470-6171"},"institutions":[{"id":"https://openalex.org/I180662265","display_name":"China Mobile (China)","ror":"https://ror.org/05gftfe97","country_code":"CN","type":"company","lineage":["https://openalex.org/I180662265"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Wang","raw_affiliation_strings":["China Mobile (Hangzhou) Information Technology Co. Ltd.,Hangzhou,China,311100"],"affiliations":[{"raw_affiliation_string":"China Mobile (Hangzhou) Information Technology Co. Ltd.,Hangzhou,China,311100","institution_ids":["https://openalex.org/I180662265"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101914049","display_name":"Xiaozhen Liu","orcid":"https://orcid.org/0000-0001-8901-5804"},"institutions":[{"id":"https://openalex.org/I38877650","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21","country_code":"CN","type":"education","lineage":["https://openalex.org/I38877650"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaozhen Liu","raw_affiliation_strings":["School of Cyber Science and Engineering, Zhengzhou University,Zhengzhou,China,450002"],"affiliations":[{"raw_affiliation_string":"School of Cyber Science and Engineering, Zhengzhou University,Zhengzhou,China,450002","institution_ids":["https://openalex.org/I38877650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101444599","display_name":"Qian Zhang","orcid":"https://orcid.org/0000-0002-6415-4549"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qian Zhang","raw_affiliation_strings":["School of Computer Science, National University of Defense Technology,Changsha,China,410073"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, National University of Defense Technology,Changsha,China,410073","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034999646","display_name":"Xuecheng Wu","orcid":"https://orcid.org/0000-0002-7091-0232"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuecheng Wu","raw_affiliation_strings":["School of Computer Science and Technology, Xi&#x0027;an Jiaotong University,Xi&#x0027;an,China,710049"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Xi&#x0027;an Jiaotong University,Xi&#x0027;an,China,710049","institution_ids":["https://openalex.org/I87445476"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5051556369"],"corresponding_institution_ids":["https://openalex.org/I4210123185"],"apc_list":null,"apc_paid":null,"fwci":41.8435,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.99693973,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"8","issue":"1","first_page":"118","last_page":"144"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12214","display_name":"Media Influence and Health","score":0.6543999910354614,"subfield":{"id":"https://openalex.org/subfields/1208","display_name":"Literature and Literary Theory"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12214","display_name":"Media Influence and Health","score":0.6543999910354614,"subfield":{"id":"https://openalex.org/subfields/1208","display_name":"Literature and Literary Theory"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/content","display_name":"Content (measure theory)","score":0.657945454120636},{"id":"https://openalex.org/keywords/content-analysis","display_name":"Content analysis","score":0.5410380363464355},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4099682569503784},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3706684410572052},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3475234806537628},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.15925177931785583},{"id":"https://openalex.org/keywords/social-science","display_name":"Social science","score":0.0794668197631836},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07537287473678589}],"concepts":[{"id":"https://openalex.org/C2778152352","wikidata":"https://www.wikidata.org/wiki/Q5165061","display_name":"Content (measure theory)","level":2,"score":0.657945454120636},{"id":"https://openalex.org/C162446236","wikidata":"https://www.wikidata.org/wiki/Q653137","display_name":"Content analysis","level":2,"score":0.5410380363464355},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4099682569503784},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3706684410572052},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3475234806537628},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.15925177931785583},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0794668197631836},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07537287473678589},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.26599/bdma.2024.9020048","is_oa":true,"landing_page_url":"https://doi.org/10.26599/bdma.2024.9020048","pdf_url":null,"source":{"id":"https://openalex.org/S4210209060","display_name":"Big Data Mining and Analytics","issn_l":"2096-0654","issn":["2096-0654"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311901","host_organization_name":"Tsinghua University Press","host_organization_lineage":["https://openalex.org/P4310311901"],"host_organization_lineage_names":["Tsinghua University Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Big Data Mining and Analytics","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:a1a9b09492c848d3b62df98f70e0b667","is_oa":true,"landing_page_url":"https://doaj.org/article/a1a9b09492c848d3b62df98f70e0b667","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Big Data Mining and Analytics, Vol 8, Iss 1, Pp 118-144 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.26599/bdma.2024.9020048","is_oa":true,"landing_page_url":"https://doi.org/10.26599/bdma.2024.9020048","pdf_url":null,"source":{"id":"https://openalex.org/S4210209060","display_name":"Big Data Mining and Analytics","issn_l":"2096-0654","issn":["2096-0654"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311901","host_organization_name":"Tsinghua University Press","host_organization_lineage":["https://openalex.org/P4310311901"],"host_organization_lineage_names":["Tsinghua University Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Big Data Mining and Analytics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3799234178","display_name":null,"funder_award_id":"U21B6001","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":135,"referenced_works":["https://openalex.org/W140415781","https://openalex.org/W1480583224","https://openalex.org/W1947481528","https://openalex.org/W1950412479","https://openalex.org/W1964757081","https://openalex.org/W1965947362","https://openalex.org/W1966797434","https://openalex.org/W1970723433","https://openalex.org/W1983507146","https://openalex.org/W2003856922","https://openalex.org/W2011722134","https://openalex.org/W2014112886","https://openalex.org/W2022079600","https://openalex.org/W2037441721","https://openalex.org/W2044807399","https://openalex.org/W2045528981","https://openalex.org/W2074643333","https://openalex.org/W2075456404","https://openalex.org/W2078833921","https://openalex.org/W2079725295","https://openalex.org/W2081884374","https://openalex.org/W2089705003","https://openalex.org/W2098689807","https://openalex.org/W2099965794","https://openalex.org/W2102953093","https://openalex.org/W2110885456","https://openalex.org/W2118526556","https://openalex.org/W2120885766","https://openalex.org/W2122563357","https://openalex.org/W2126552487","https://openalex.org/W2128126978","https://openalex.org/W2137483709","https://openalex.org/W2143993797","https://openalex.org/W2146334809","https://openalex.org/W2149628368","https://openalex.org/W2153049579","https://openalex.org/W2160691368","https://openalex.org/W2168692779","https://openalex.org/W2168860136","https://openalex.org/W2177696193","https://openalex.org/W2188687388","https://openalex.org/W2242501118","https://openalex.org/W2295328086","https://openalex.org/W2314395941","https://openalex.org/W2391561377","https://openalex.org/W2506134995","https://openalex.org/W2524923107","https://openalex.org/W2525668096","https://openalex.org/W2546875627","https://openalex.org/W2548529926","https://openalex.org/W2551247055","https://openalex.org/W2556418146","https://openalex.org/W2588127243","https://openalex.org/W2592183475","https://openalex.org/W2602960379","https://openalex.org/W2613890029","https://openalex.org/W2624340939","https://openalex.org/W2625929003","https://openalex.org/W2703895418","https://openalex.org/W2739353222","https://openalex.org/W2767728779","https://openalex.org/W2791397557","https://openalex.org/W2798970487","https://openalex.org/W2883409523","https://openalex.org/W2883430806","https://openalex.org/W2884739346","https://openalex.org/W2888816955","https://openalex.org/W2896591327","https://openalex.org/W2904451048","https://openalex.org/W2905628412","https://openalex.org/W2910165986","https://openalex.org/W2912650733","https://openalex.org/W2913218058","https://openalex.org/W2947229206","https://openalex.org/W2951019013","https://openalex.org/W2962749013","https://openalex.org/W2963524571","https://openalex.org/W2963686995","https://openalex.org/W2964236337","https://openalex.org/W2970408855","https://openalex.org/W2972660800","https://openalex.org/W2977809668","https://openalex.org/W2981171802","https://openalex.org/W2981843773","https://openalex.org/W2996799978","https://openalex.org/W3007486523","https://openalex.org/W3008392994","https://openalex.org/W3009411411","https://openalex.org/W3016018369","https://openalex.org/W3016138882","https://openalex.org/W3034849760","https://openalex.org/W3081192838","https://openalex.org/W3087845454","https://openalex.org/W3120680448","https://openalex.org/W3128422390","https://openalex.org/W3163470448","https://openalex.org/W3165067022","https://openalex.org/W3169801598","https://openalex.org/W3174134652","https://openalex.org/W3177709384","https://openalex.org/W3194346343","https://openalex.org/W3196215173","https://openalex.org/W3197409377","https://openalex.org/W3198647586","https://openalex.org/W3206842948","https://openalex.org/W3208476368","https://openalex.org/W4205497094","https://openalex.org/W4206204855","https://openalex.org/W4206774691","https://openalex.org/W4210810239","https://openalex.org/W4221139382","https://openalex.org/W4221143482","https://openalex.org/W4221166187","https://openalex.org/W4224926219","https://openalex.org/W4230277160","https://openalex.org/W4230306607","https://openalex.org/W4281802316","https://openalex.org/W4285047006","https://openalex.org/W4285250231","https://openalex.org/W4285279786","https://openalex.org/W4308273717","https://openalex.org/W4312292725","https://openalex.org/W4312596733","https://openalex.org/W4313071174","https://openalex.org/W4313389712","https://openalex.org/W4313646621","https://openalex.org/W4319263137","https://openalex.org/W4385245566","https://openalex.org/W4387343884","https://openalex.org/W6636070368","https://openalex.org/W6697348754","https://openalex.org/W6739249986","https://openalex.org/W6739651123","https://openalex.org/W6754968921","https://openalex.org/W6955071965"],"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/W1912037221","https://openalex.org/W2568448309"],"abstract_inverted_index":{"Video":[0,34],"content":[1],"is":[2],"rich":[3],"in":[4,14,98,111],"semantics":[5],"and":[6,26,85,100,107,123,136,140,151,159,165],"has":[7,45],"the":[8,20,27,57,62,68,75,92,112],"ability":[9],"to":[10,73],"evoke":[11],"various":[12],"emotions":[13],"viewers.":[15],"In":[16,51],"recent":[17],"years,":[18],"with":[19],"rapid":[21],"development":[22,58],"of":[23,30,42,59,79],"affective":[24,43],"computing":[25,44],"explosive":[28],"growth":[29],"visual":[31],"data,":[32],"Affective":[33],"Content":[35],"Analysis":[36],"(AVCA)":[37],"as":[38,156],"an":[39],"essential":[40],"branch":[41],"become":[46],"a":[47],"widely":[48,93],"researched":[49],"topic.":[50],"this":[52],"study,":[53],"we":[54,147],"comprehensively":[55],"review":[56],"AVCA":[60,99,117,129],"over":[61],"past":[63],"decade,":[64],"particularly":[65],"focusing":[66],"on":[67],"most":[69],"advanced":[70],"methods":[71,110],"adopted":[72],"address":[74],"three":[76],"major":[77],"challenges":[78,150],"video":[80],"feature":[81,87,132],"extraction,":[82],"expression":[83,121],"subjectivity,":[84],"multimodal":[86,128,138],"fusion.":[88],"We":[89,105],"first":[90],"introduce":[91],"used":[94,103],"emotion":[95,125,157],"representation":[96],"models":[97],"describe":[101],"commonly":[102],"datasets.":[104],"summarize":[106],"compare":[108],"representative":[109],"following":[113],"aspects:":[114],"(1)":[115],"unimodal":[116],"models,":[118,130],"including":[119,131],"facial":[120],"recognition":[122,158],"posture":[124],"recognition;":[126],"(2)":[127],"fusion,":[133,135],"decision":[134],"attention-based":[137],"models;":[139],"(3)":[141],"model":[142],"performance":[143],"evaluation":[144],"standards.":[145],"Finally,":[146],"discuss":[148],"future":[149],"promising":[152],"research":[153],"directions,":[154],"such":[155],"public":[160],"opinion":[161],"analysis,":[162],"human-computer":[163],"interaction,":[164],"emotional":[166],"intelligence.":[167]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":10}],"updated_date":"2026-04-14T08:04:32.555800","created_date":"2025-10-10T00:00:00"}
