{"id":"https://openalex.org/W2189334431","doi":"https://doi.org/10.1109/acii.2015.7344577","title":"Modelling the influence of personality and culture on affect and enjoyment in multimedia","display_name":"Modelling the influence of personality and culture on affect and enjoyment in multimedia","publication_year":2015,"publication_date":"2015-09-01","ids":{"openalex":"https://openalex.org/W2189334431","doi":"https://doi.org/10.1109/acii.2015.7344577","mag":"2189334431"},"language":"en","primary_location":{"id":"doi:10.1109/acii.2015.7344577","doi":"https://doi.org/10.1109/acii.2015.7344577","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acii.2015.7344577","pdf_url":null,"source":{"id":"https://openalex.org/S4393918207","display_name":"International Conference on Affective Computing and Intelligent Interaction and workshops","issn_l":"2156-8103","issn":["2156-8103"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 International Conference on Affective Computing and Intelligent Interaction (ACII)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://bura.brunel.ac.uk/bitstream/2438/11939/1/Fulltext.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5010646067","display_name":"Sharath Chandra Guntuku","orcid":"https://orcid.org/0000-0002-2929-0035","observed_orcids":["https://orcid.org/0000-0002-2929-0035"]},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Sharath Chandra Guntuku","raw_affiliation_strings":["School of Computer Engineering, Nanyang technological University, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Engineering, Nanyang technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100403129","display_name":"Weisi Lin","orcid":"https://orcid.org/0000-0001-9866-1947","observed_orcids":["https://orcid.org/0000-0001-9866-1947"]},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Weisi Lin","raw_affiliation_strings":["School of Computer Engineering, Nanyang technological University, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Engineering, Nanyang technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071048934","display_name":"Michael Scott","orcid":"https://orcid.org/0000-0002-6803-1490","observed_orcids":["https://orcid.org/0000-0002-6803-1490"]},"institutions":[{"id":"https://openalex.org/I59433898","display_name":"Brunel University of London","ror":"https://ror.org/00dn4t376","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I59433898"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Michael James Scott","raw_affiliation_strings":["Department of Computer Science, Brunel University, London"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Brunel University, London","institution_ids":["https://openalex.org/I59433898"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084177841","display_name":"Gheorghi\u021b\u0103 Ghinea","orcid":"https://orcid.org/0000-0003-2578-5580","observed_orcids":["https://orcid.org/0000-0003-2578-5580"]},"institutions":[{"id":"https://openalex.org/I59433898","display_name":"Brunel University of London","ror":"https://ror.org/00dn4t376","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I59433898"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Gheorghita Ghinea","raw_affiliation_strings":["Department of Computer Science, Brunel University, London"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Brunel University, London","institution_ids":["https://openalex.org/I59433898"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.6852,"has_fulltext":true,"cited_by_count":31,"citation_normalized_percentile":{"value":0.92632015,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"236","last_page":"242"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.375,"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/T10667","display_name":"Emotion and Mood Recognition","score":0.375,"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/T12650","display_name":"Aesthetic Perception and Analysis","score":0.31839999556541443,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11454","display_name":"Cultural Differences and Values","score":0.0551999993622303,"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/affective-computing","display_name":"affective computing","score":0.8019999861717224},{"id":"https://openalex.org/keywords/personality","display_name":"personality","score":0.718999981880188},{"id":"https://openalex.org/keywords/big-five-personality-traits","display_name":"Big Five personality traits","score":0.8370000123977661},{"id":"https://openalex.org/keywords/cultural-values","display_name":"cultural values","score":0.6179999709129333},{"id":"https://openalex.org/keywords/hofstede-model","display_name":"Hofstede model","score":0.878000020980835},{"id":"https://openalex.org/keywords/positive-affect","display_name":"positive affect","score":0.6610000133514404},{"id":"https://openalex.org/keywords/negative-affect","display_name":"negative affect","score":1.0},{"id":"https://openalex.org/keywords/enjoyment","display_name":"enjoyment","score":0.8529999852180481},{"id":"https://openalex.org/keywords/video-clips","display_name":"video clips","score":0.5220000147819519},{"id":"https://openalex.org/keywords/cross-cultural-comparison","display_name":"cross-cultural comparison","score":0.5529999732971191}],"concepts":[{"id":"https://openalex.org/C2776035688","wikidata":"https://www.wikidata.org/wiki/Q1606558","display_name":"Affect (linguistics)","level":2,"score":0.8335981369018555},{"id":"https://openalex.org/C53059260","wikidata":"https://www.wikidata.org/wiki/Q374758","display_name":"Multilevel model","level":2,"score":0.6879623532295227},{"id":"https://openalex.org/C187288502","wikidata":"https://www.wikidata.org/wiki/Q641118","display_name":"Personality","level":2,"score":0.6876190900802612},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.6289572715759277},{"id":"https://openalex.org/C2865642","wikidata":"https://www.wikidata.org/wiki/Q378132","display_name":"Big Five personality traits","level":3,"score":0.6199407577514648},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.5067258477210999},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.49050372838974},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.48930713534355164},{"id":"https://openalex.org/C196083921","wikidata":"https://www.wikidata.org/wiki/Q7915758","display_name":"Variance (accounting)","level":2,"score":0.4884859323501587},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.4639565348625183},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.20963412523269653},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.08366206288337708},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.07055151462554932},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/acii.2015.7344577","doi":"https://doi.org/10.1109/acii.2015.7344577","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acii.2015.7344577","pdf_url":null,"source":{"id":"https://openalex.org/S4393918207","display_name":"International Conference on Affective Computing and Intelligent Interaction and workshops","issn_l":"2156-8103","issn":["2156-8103"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 International Conference on Affective Computing and Intelligent Interaction (ACII)","raw_type":"proceedings-article"},{"id":"pmh:oai:repository.falmouth.ac.uk:1642","doi":null,"is_oa":false,"landing_page_url":"https://repository.falmouth.ac.uk/1642/2/bibliography.txt","pdf_url":null,"source":{"id":"https://openalex.org/S4306400834","display_name":"Falmouth University Research Repository (FURR) (Falmouth University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I189486483","host_organization_name":"Falmouth University","host_organization_lineage":["https://openalex.org/I189486483"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Conference or Workshop Item"},{"id":"pmh:oai:bura.brunel.ac.uk:2438/11939","doi":null,"is_oa":true,"landing_page_url":"http://bura.brunel.ac.uk/handle/2438/11939","pdf_url":"http://bura.brunel.ac.uk/bitstream/2438/11939/1/Fulltext.pdf","source":{"id":"https://openalex.org/S4306401473","display_name":"Brunel University Research Archive (BURA) (Brunel University London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I59433898","host_organization_name":"Brunel University of London","host_organization_lineage":["https://openalex.org/I59433898"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the 6th AAAC Conference on Affective Computing and Intelligent Interaction","raw_type":"Conference paper"}],"best_oa_location":{"id":"pmh:oai:bura.brunel.ac.uk:2438/11939","doi":null,"is_oa":true,"landing_page_url":"http://bura.brunel.ac.uk/handle/2438/11939","pdf_url":"http://bura.brunel.ac.uk/bitstream/2438/11939/1/Fulltext.pdf","source":{"id":"https://openalex.org/S4306401473","display_name":"Brunel University Research Archive (BURA) (Brunel University London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I59433898","host_organization_name":"Brunel University of London","host_organization_lineage":["https://openalex.org/I59433898"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the 6th AAAC Conference on Affective Computing and Intelligent Interaction","raw_type":"Conference paper"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2189334431.pdf","grobid_xml":"https://content.openalex.org/works/W2189334431.grobid-xml"},"referenced_works_count":47,"referenced_works":["https://openalex.org/W9991798","https://openalex.org/W1539489223","https://openalex.org/W1543054011","https://openalex.org/W1592263067","https://openalex.org/W1828574414","https://openalex.org/W1911091529","https://openalex.org/W1918790540","https://openalex.org/W1974894717","https://openalex.org/W1978286193","https://openalex.org/W1979290743","https://openalex.org/W2002055708","https://openalex.org/W2002715976","https://openalex.org/W2045136280","https://openalex.org/W2066233082","https://openalex.org/W2075080348","https://openalex.org/W2081706326","https://openalex.org/W2086146798","https://openalex.org/W2089809964","https://openalex.org/W2093141523","https://openalex.org/W2097263426","https://openalex.org/W2105809983","https://openalex.org/W2114948194","https://openalex.org/W2117645142","https://openalex.org/W2124695873","https://openalex.org/W2124801089","https://openalex.org/W2130162821","https://openalex.org/W2133535394","https://openalex.org/W2138154769","https://openalex.org/W2142746023","https://openalex.org/W2144446652","https://openalex.org/W2144756000","https://openalex.org/W2150690631","https://openalex.org/W2155841434","https://openalex.org/W2156503193","https://openalex.org/W2162090451","https://openalex.org/W2164699598","https://openalex.org/W2165817527","https://openalex.org/W2171525877","https://openalex.org/W2188687388","https://openalex.org/W2395570623","https://openalex.org/W2532126343","https://openalex.org/W4231760770","https://openalex.org/W4240827842","https://openalex.org/W6640185191","https://openalex.org/W6679043836","https://openalex.org/W6712405373","https://openalex.org/W7058159095"],"related_works":["https://openalex.org/W2471825207","https://openalex.org/W2120061321","https://openalex.org/W7099204749","https://openalex.org/W2770084497","https://openalex.org/W2161206288","https://openalex.org/W7099484420","https://openalex.org/W1646972061","https://openalex.org/W2163716317","https://openalex.org/W4386306047","https://openalex.org/W2136522449"],"abstract_inverted_index":{"Affect":[0],"is":[1,19,117,174,183],"evoked":[2],"through":[3],"an":[4,101,110],"intricate":[5],"relationship":[6],"between":[7],"the":[8,25,40,52,130,138,145,150,164,190],"characteristics":[9,30],"of":[10,15,27,42,54,63,129,137,166,181],"stimuli,":[11],"individuals,":[12],"and":[13,31,46,57,107,109,124,135,156,169],"systems":[14],"perception.":[16],"While":[17],"affect":[18,134,168,188],"widely":[20],"researched,":[21],"few":[22],"studies":[23],"consider":[24],"combination":[26],"multimedia":[28],"system":[29,99],"human":[32],"factors":[33],"together.":[34],"As":[35],"such,":[36],"this":[37,85],"paper":[38],"explores":[39],"influence":[41],"personality":[43,106,155],"(Five-Factor":[44],"Model)":[45,50],"cultural":[47,125],"traits":[48,126],"(Hofstede":[49],"on":[51],"intensity":[53,165],"multimedia-evoked":[55],"positive":[56,133,187],"negative":[58,141,167],"affects":[59],"(emotions).":[60],"A":[61],"set":[62,180],"144":[64],"video":[65],"sequences":[66],"(from":[67],"12":[68],"short":[69],"movie":[70],"clips)":[71],"were":[72],"evaluated":[73],"by":[74],"114":[75],"participants":[76],"from":[77],"a":[78,93,159,177],"cross-cultural":[79],"population,":[80],"producing":[81],"1232":[82],"ratings.":[83],"On":[84],"data,":[86],"three":[87],"multilevel":[88],"regression":[89],"models":[90],"are":[91],"compared:":[92],"baseline":[94],"model":[95,103,112,186],"that":[96,104,122,154],"only":[97],"considers":[98],"factors;":[100],"extended":[102],"includes":[105],"culture;":[108],"optimistic":[111],"in":[113,132,140,162],"which":[114],"each":[115],"participant":[116],"modelled.":[118],"An":[119],"analysis":[120],"shows":[121],"personal":[123],"represent":[127],"5.6%":[128],"variance":[131,139],"13.6%":[136],"affect.":[142],"In":[143],"addition,":[144],"affect-enjoyment":[146],"correlation":[147],"varied":[148],"across":[149],"clips.":[151],"This":[152],"suggests":[153],"culture":[157],"play":[158],"key":[160],"role":[161],"predicting":[163],"whether":[170],"or":[171],"not":[172],"it":[173],"enjoyed,":[175],"but":[176],"more":[178],"sophisticated":[179],"predictors":[182],"needed":[184],"to":[185],"with":[189],"same":[191],"efficacy.":[192]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":4}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-06-24T00:00:00"}
