{"id":"https://openalex.org/W2132006104","doi":"https://doi.org/10.1142/s1793351x09000744","title":"AFFECTIVE CHARACTERIZATION OF MOVIE SCENES BASED ON CONTENT ANALYSIS AND PHYSIOLOGICAL CHANGES","display_name":"AFFECTIVE CHARACTERIZATION OF MOVIE SCENES BASED ON CONTENT ANALYSIS AND PHYSIOLOGICAL CHANGES","publication_year":2009,"publication_date":"2009-06-01","ids":{"openalex":"https://openalex.org/W2132006104","doi":"https://doi.org/10.1142/s1793351x09000744","mag":"2132006104"},"language":"en","primary_location":{"id":"doi:10.1142/s1793351x09000744","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s1793351x09000744","pdf_url":null,"source":{"id":"https://openalex.org/S4210201727","display_name":"International Journal of Semantic Computing","issn_l":"1793-351X","issn":["1793-351X","1793-7108"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Semantic Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://archive-ouverte.unige.ch/unige:47414","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024169758","display_name":"Mohammad Soleymani","orcid":"https://orcid.org/0000-0002-5873-1434"},"institutions":[{"id":"https://openalex.org/I114457229","display_name":"University of Geneva","ror":"https://ror.org/01swzsf04","country_code":"CH","type":"education","lineage":["https://openalex.org/I114457229"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"MOHAMMAD SOLEYMANI","raw_affiliation_strings":["CVML Laboratory, Computer Science Department, University of Geneva, Route de Drize 7, Carouge (Geneva) CH\u20131227, Switzerland"],"affiliations":[{"raw_affiliation_string":"CVML Laboratory, Computer Science Department, University of Geneva, Route de Drize 7, Carouge (Geneva) CH\u20131227, Switzerland","institution_ids":["https://openalex.org/I114457229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054399837","display_name":"Guillaume Chanel","orcid":"https://orcid.org/0000-0002-6184-8924"},"institutions":[{"id":"https://openalex.org/I114457229","display_name":"University of Geneva","ror":"https://ror.org/01swzsf04","country_code":"CH","type":"education","lineage":["https://openalex.org/I114457229"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"GUILLAUME CHANEL","raw_affiliation_strings":["CVML Laboratory, Computer Science Department, University of Geneva, Route de Drize 7, Carouge (Geneva) CH\u20131227, Switzerland"],"affiliations":[{"raw_affiliation_string":"CVML Laboratory, Computer Science Department, University of Geneva, Route de Drize 7, Carouge (Geneva) CH\u20131227, Switzerland","institution_ids":["https://openalex.org/I114457229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013256676","display_name":"Joep J. M. Kierkels","orcid":null},"institutions":[{"id":"https://openalex.org/I114457229","display_name":"University of Geneva","ror":"https://ror.org/01swzsf04","country_code":"CH","type":"education","lineage":["https://openalex.org/I114457229"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"JOEP J. M. KIERKELS","raw_affiliation_strings":["CVML Laboratory, Computer Science Department, University of Geneva, Route de Drize 7, Carouge (Geneva) CH\u20131227, Switzerland"],"affiliations":[{"raw_affiliation_string":"CVML Laboratory, Computer Science Department, University of Geneva, Route de Drize 7, Carouge (Geneva) CH\u20131227, Switzerland","institution_ids":["https://openalex.org/I114457229"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108500658","display_name":"Thierry Pun","orcid":null},"institutions":[{"id":"https://openalex.org/I114457229","display_name":"University of Geneva","ror":"https://ror.org/01swzsf04","country_code":"CH","type":"education","lineage":["https://openalex.org/I114457229"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"THIERRY PUN","raw_affiliation_strings":["CVML Laboratory, Computer Science Department, University of Geneva, Route de Drize 7, Carouge (Geneva) CH\u20131227, Switzerland"],"affiliations":[{"raw_affiliation_string":"CVML Laboratory, Computer Science Department, University of Geneva, Route de Drize 7, Carouge (Geneva) CH\u20131227, Switzerland","institution_ids":["https://openalex.org/I114457229"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5024169758"],"corresponding_institution_ids":["https://openalex.org/I114457229"],"apc_list":null,"apc_paid":null,"fwci":3.5843,"has_fulltext":false,"cited_by_count":68,"citation_normalized_percentile":{"value":0.92033218,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"03","issue":"02","first_page":"235","last_page":"254"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9965000152587891,"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":0.9965000152587891,"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/T12496","display_name":"Color perception and design","score":0.9927999973297119,"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"}},{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":0.9848999977111816,"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/valence","display_name":"Valence (chemistry)","score":0.8202593326568604},{"id":"https://openalex.org/keywords/arousal","display_name":"Arousal","score":0.758604884147644},{"id":"https://openalex.org/keywords/neuromarketing","display_name":"Neuromarketing","score":0.747978925704956},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.667220950126648},{"id":"https://openalex.org/keywords/content","display_name":"Content (measure theory)","score":0.4442337155342102},{"id":"https://openalex.org/keywords/affective-computing","display_name":"Affective computing","score":0.43391329050064087},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.37552106380462646},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.362216055393219},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3488193154335022},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.300218403339386},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11562636494636536},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.10992321372032166}],"concepts":[{"id":"https://openalex.org/C168900304","wikidata":"https://www.wikidata.org/wiki/Q171407","display_name":"Valence (chemistry)","level":2,"score":0.8202593326568604},{"id":"https://openalex.org/C36951298","wikidata":"https://www.wikidata.org/wiki/Q379784","display_name":"Arousal","level":2,"score":0.758604884147644},{"id":"https://openalex.org/C2781183061","wikidata":"https://www.wikidata.org/wiki/Q516337","display_name":"Neuromarketing","level":2,"score":0.747978925704956},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.667220950126648},{"id":"https://openalex.org/C2778152352","wikidata":"https://www.wikidata.org/wiki/Q5165061","display_name":"Content (measure theory)","level":2,"score":0.4442337155342102},{"id":"https://openalex.org/C6438553","wikidata":"https://www.wikidata.org/wiki/Q1185804","display_name":"Affective computing","level":2,"score":0.43391329050064087},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.37552106380462646},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.362216055393219},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3488193154335022},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.300218403339386},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11562636494636536},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.10992321372032166},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1142/s1793351x09000744","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s1793351x09000744","pdf_url":null,"source":{"id":"https://openalex.org/S4210201727","display_name":"International Journal of Semantic Computing","issn_l":"1793-351X","issn":["1793-351X","1793-7108"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Semantic Computing","raw_type":"journal-article"},{"id":"pmh:oai:unige.ch:unige:47414","is_oa":true,"landing_page_url":"https://archive-ouverte.unige.ch/unige:47414","pdf_url":null,"source":{"id":"https://openalex.org/S4306402259","display_name":"Archive ouverte UNIGE (University of Geneva)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114457229","host_organization_name":"University of Geneva","host_organization_lineage":["https://openalex.org/I114457229"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"ISSN: 1793-7108","raw_type":"Text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.226.4154","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.226.4154","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://cvml.unige.ch/publications/postscript/2009/Soleymani_IJSC.pdf","raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:unige.ch:unige:47414","is_oa":true,"landing_page_url":"https://archive-ouverte.unige.ch/unige:47414","pdf_url":null,"source":{"id":"https://openalex.org/S4306402259","display_name":"Archive ouverte UNIGE (University of Geneva)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114457229","host_organization_name":"University of Geneva","host_organization_lineage":["https://openalex.org/I114457229"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"ISSN: 1793-7108","raw_type":"Text"},"sustainable_development_goals":[{"display_name":"Gender equality","score":0.5099999904632568,"id":"https://metadata.un.org/sdg/5"}],"awards":[{"id":"https://openalex.org/G848032724","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320320924","display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung","ror":"https://ror.org/00yjd3n13"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W154584431","https://openalex.org/W587143230","https://openalex.org/W1518433044","https://openalex.org/W1527548130","https://openalex.org/W1588923611","https://openalex.org/W1601314345","https://openalex.org/W1738371459","https://openalex.org/W1972797428","https://openalex.org/W1995270501","https://openalex.org/W2003653478","https://openalex.org/W2011664673","https://openalex.org/W2018289200","https://openalex.org/W2022975473","https://openalex.org/W2032254851","https://openalex.org/W2032360374","https://openalex.org/W2062546197","https://openalex.org/W2080898270","https://openalex.org/W2107495852","https://openalex.org/W2110215948","https://openalex.org/W2113874418","https://openalex.org/W2114025269","https://openalex.org/W2114143824","https://openalex.org/W2132143241","https://openalex.org/W2133367748","https://openalex.org/W2155665564","https://openalex.org/W2156709807","https://openalex.org/W2164368909","https://openalex.org/W2168317269","https://openalex.org/W2180532674","https://openalex.org/W2291663305","https://openalex.org/W2339343773","https://openalex.org/W2911336608","https://openalex.org/W3022671937","https://openalex.org/W3111472409","https://openalex.org/W3216401400","https://openalex.org/W4240980853","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2029072726","https://openalex.org/W91913183","https://openalex.org/W2936882366","https://openalex.org/W1987182177","https://openalex.org/W2736893848","https://openalex.org/W1544055438","https://openalex.org/W3003450285","https://openalex.org/W2085024878","https://openalex.org/W2087245461","https://openalex.org/W4310841718"],"abstract_inverted_index":{"In":[0,88],"this":[1],"paper,":[2],"we":[3],"propose":[4],"an":[5,163],"approach":[6],"for":[7,85,181],"affective":[8,42,148,196],"characterization":[9,197],"of":[10,34,52,108,118,130,162,165,170,202,214],"movie":[11,99],"scenes":[12,55,100],"based":[13],"on":[14],"the":[15,31,98,144,168,200,211,215,220],"emotions":[16],"that":[17,135],"are":[18],"actually":[19],"felt":[20,80],"by":[21,114,126,143],"spectators.":[22],"Such":[23],"a":[24,115,127,136],"representation":[25],"can":[26],"be":[27,189],"used":[28],"to":[29,61,77,103,188,209,219],"characterize":[30,104],"emotional":[32,81,221],"content":[33],"video":[35,43,222],"clips":[36],"in":[37,101,217],"application":[38],"areas":[39],"such":[40],"as":[41,123,125],"indexing":[44],"and":[45,47,83,92,110,147,175,184,206],"retrieval,":[46],"neuromarketing":[48],"studies.":[49],"A":[50],"dataset":[51],"64":[53],"different":[54,171,176],"from":[56,97,120,152,157],"eight":[57,62],"movies":[58],"was":[59],"shown":[60,187],"participants.":[63],"While":[64],"watching":[65],"these":[66],"scenes,":[67],"their":[68,79],"physiological":[69,121,154,207],"responses":[70,155,208],"were":[71,75,95,112,186],"recorded.":[72],"The":[73],"participants":[74],"asked":[76],"self-assess":[78],"arousal":[82,109,185],"valence":[84,111,183],"each":[86,105],"scene.":[87,106],"addition,":[89],"content-based":[90,131],"audio-":[91],"video-based":[93],"features":[94,119,205],"extracted":[96],"order":[102],"Degrees":[107],"estimated":[113],"linear":[116,128],"combination":[117,129],"signals,":[122],"well":[124],"features.":[132,159],"We":[133],"showed":[134],"significant":[137,190],"correlation":[138],"exists":[139],"between":[140],"valence-arousal":[141],"provided":[142],"spectator's":[145],"self-assessments,":[146],"grades":[149],"obtained":[150],"automatically":[151],"either":[153],"or":[156],"audio-video":[158],"By":[160],"means":[161],"analysis":[164],"variance":[166],"(ANOVA),":[167],"variation":[169],"participants'":[172],"self":[173,179],"assessments":[174,180],"gender":[177],"groups":[178],"both":[182],"(p-values":[191],"lower":[192],"than":[193],"0.005).":[194],"These":[195],"results":[198],"demonstrate":[199],"ability":[201],"using":[203],"multimedia":[204],"predict":[210],"expected":[212],"affect":[213],"user":[216],"response":[218],"content.":[223]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":10},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":6},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":6},{"year":2013,"cited_by_count":8},{"year":2012,"cited_by_count":4}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
