{"id":"https://openalex.org/W2029538510","doi":"https://doi.org/10.1145/2647868.2654924","title":"An Event Driven Fusion Approach for Enjoyment Recognition in Real-time","display_name":"An Event Driven Fusion Approach for Enjoyment Recognition in Real-time","publication_year":2014,"publication_date":"2014-10-31","ids":{"openalex":"https://openalex.org/W2029538510","doi":"https://doi.org/10.1145/2647868.2654924","mag":"2029538510"},"language":"en","primary_location":{"id":"doi:10.1145/2647868.2654924","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2647868.2654924","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 22nd ACM international conference on Multimedia","raw_type":"proceedings-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/A5023000450","display_name":"Florian Lingenfelser","orcid":"https://orcid.org/0000-0003-1582-9850"},"institutions":[{"id":"https://openalex.org/I179225836","display_name":"University of Augsburg","ror":"https://ror.org/03p14d497","country_code":"DE","type":"education","lineage":["https://openalex.org/I179225836"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Florian Lingenfelser","raw_affiliation_strings":["University of Augsburg, Augsburg, Germany","University of Augsburg, Augsburg, Germany#TAB#"],"affiliations":[{"raw_affiliation_string":"University of Augsburg, Augsburg, Germany","institution_ids":["https://openalex.org/I179225836"]},{"raw_affiliation_string":"University of Augsburg, Augsburg, Germany#TAB#","institution_ids":["https://openalex.org/I179225836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060352345","display_name":"Johannes Wagner","orcid":"https://orcid.org/0000-0003-2389-410X"},"institutions":[{"id":"https://openalex.org/I179225836","display_name":"University of Augsburg","ror":"https://ror.org/03p14d497","country_code":"DE","type":"education","lineage":["https://openalex.org/I179225836"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Johannes Wagner","raw_affiliation_strings":["University of Augsburg, Augsburg, Germany","University of Augsburg, Augsburg, Germany#TAB#"],"affiliations":[{"raw_affiliation_string":"University of Augsburg, Augsburg, Germany","institution_ids":["https://openalex.org/I179225836"]},{"raw_affiliation_string":"University of Augsburg, Augsburg, Germany#TAB#","institution_ids":["https://openalex.org/I179225836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056684559","display_name":"Elisabeth Andr\u00e9","orcid":"https://orcid.org/0000-0002-2367-162X"},"institutions":[{"id":"https://openalex.org/I179225836","display_name":"University of Augsburg","ror":"https://ror.org/03p14d497","country_code":"DE","type":"education","lineage":["https://openalex.org/I179225836"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Elisabeth Andr\u00e9","raw_affiliation_strings":["University of Augsburg, Augsburg, Germany","University of Augsburg, Augsburg, Germany#TAB#"],"affiliations":[{"raw_affiliation_string":"University of Augsburg, Augsburg, Germany","institution_ids":["https://openalex.org/I179225836"]},{"raw_affiliation_string":"University of Augsburg, Augsburg, Germany#TAB#","institution_ids":["https://openalex.org/I179225836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091374367","display_name":"Gary McKeown","orcid":"https://orcid.org/0000-0002-7517-641X"},"institutions":[{"id":"https://openalex.org/I126231945","display_name":"Queen's University Belfast","ror":"https://ror.org/00hswnk62","country_code":"GB","type":"education","lineage":["https://openalex.org/I126231945"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Gary McKeown","raw_affiliation_strings":["Queen's University Belfast, Belfast, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Queen's University Belfast, Belfast, United Kingdom","institution_ids":["https://openalex.org/I126231945"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039456702","display_name":"Will Curran","orcid":null},"institutions":[{"id":"https://openalex.org/I126231945","display_name":"Queen's University Belfast","ror":"https://ror.org/00hswnk62","country_code":"GB","type":"education","lineage":["https://openalex.org/I126231945"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Will Curran","raw_affiliation_strings":["Queen's University Belfast, Belfast, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Queen's University Belfast, Belfast, United Kingdom","institution_ids":["https://openalex.org/I126231945"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5023000450"],"corresponding_institution_ids":["https://openalex.org/I179225836"],"apc_list":null,"apc_paid":null,"fwci":6.243,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.9610357,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"377","last_page":"386"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9990000128746033,"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":0.9990000128746033,"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/T10860","display_name":"Speech and Audio Processing","score":0.982200026512146,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11309","display_name":"Music and Audio Processing","score":0.9639999866485596,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/modalities","display_name":"Modalities","score":0.747868001461029},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7353041172027588},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.7088435888290405},{"id":"https://openalex.org/keywords/asynchronous-communication","display_name":"Asynchronous communication","score":0.6021020412445068},{"id":"https://openalex.org/keywords/modal","display_name":"Modal","score":0.5820586681365967},{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.573974609375},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.557583212852478},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5511960387229919},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.5343436598777771},{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.48910146951675415},{"id":"https://openalex.org/keywords/interpretation","display_name":"Interpretation (philosophy)","score":0.4858638644218445},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4569443166255951},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37739837169647217},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.37623655796051025},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3343650698661804}],"concepts":[{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.747868001461029},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7353041172027588},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.7088435888290405},{"id":"https://openalex.org/C151319957","wikidata":"https://www.wikidata.org/wiki/Q752739","display_name":"Asynchronous communication","level":2,"score":0.6021020412445068},{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.5820586681365967},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.573974609375},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.557583212852478},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5511960387229919},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.5343436598777771},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.48910146951675415},{"id":"https://openalex.org/C527412718","wikidata":"https://www.wikidata.org/wiki/Q855395","display_name":"Interpretation (philosophy)","level":2,"score":0.4858638644218445},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4569443166255951},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37739837169647217},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.37623655796051025},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3343650698661804},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"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/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C188027245","wikidata":"https://www.wikidata.org/wiki/Q750446","display_name":"Polymer chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/2647868.2654924","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2647868.2654924","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 22nd ACM international conference on Multimedia","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.qub.ac.uk/portal:publications/b40169c3-42a4-4229-8920-21bb8e32e37f","is_oa":false,"landing_page_url":"http://acmmm.org/2014/","pdf_url":null,"source":{"id":"https://openalex.org/S4306402319","display_name":"Research Portal (Queen's University Belfast)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I126231945","host_organization_name":"Queen's University Belfast","host_organization_lineage":["https://openalex.org/I126231945"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Lingenfelser , F , Wagner , J , Andre , E , McKeown , G &amp; Curran , W 2014 , An Event Driven Fusion Approach for Enjoyment Recognition in Real-time . in MM '14 Proceedings of the 22nd ACM International Conference on Multimedia . Association for Computing Machinery , pp. 377-386 , 2014 ACM Conference on Multimedia, MM 2014 , Orlando , United States , 03/11/2014 . https://doi.org/10.1145/2647868.2654924","raw_type":"contributionToPeriodical"},{"id":"pmh:oai:uni-augsburg.opus-bayern.de:45461","is_oa":false,"landing_page_url":"https://opus.bibliothek.uni-augsburg.de/opus4/frontdoor/index/index/docId/45461","pdf_url":null,"source":{"id":"https://openalex.org/S4306400930","display_name":"OPUS (Augsburg University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I119916105","host_organization_name":"Augsburg University","host_organization_lineage":["https://openalex.org/I119916105"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"bookpart"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4300000071525574,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[{"id":"https://openalex.org/G1400374523","display_name":null,"funder_award_id":"FP7/2007-2013","funder_id":"https://openalex.org/F4320338370","funder_display_name":"FP7 Information and Communication Technologies"},{"id":"https://openalex.org/G3829048491","display_name":null,"funder_award_id":"FP7/2007-2013","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G3909053198","display_name":null,"funder_award_id":"FP7-ICT-2009-5","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G3981126665","display_name":null,"funder_award_id":"Seventh Framework Programme","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G5483342299","display_name":null,"funder_award_id":"FP7-ICT","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G5593277320","display_name":null,"funder_award_id":"2007-2013","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G5702163051","display_name":null,"funder_award_id":"FP7/2007","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G5894408073","display_name":null,"funder_award_id":"258749","funder_id":"https://openalex.org/F4320334960","funder_display_name":"Seventh Framework Programme"},{"id":"https://openalex.org/G77717376","display_name":null,"funder_award_id":"270780","funder_id":"https://openalex.org/F4320334960","funder_display_name":"Seventh Framework Programme"},{"id":"https://openalex.org/G8095603931","display_name":null,"funder_award_id":"FP7-ICT-2009-5","funder_id":"https://openalex.org/F4320338370","funder_display_name":"FP7 Information and Communication Technologies"},{"id":"https://openalex.org/G8990127993","display_name":"Incorporating Laughter into Human-Avatar Interactions: Research and Evaluation","funder_award_id":"270780","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320334960","display_name":"Seventh Framework Programme","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320338370","display_name":"FP7 Information and Communication Technologies","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W4635053","https://openalex.org/W1973672195","https://openalex.org/W2006309379","https://openalex.org/W2023670049","https://openalex.org/W2032139348","https://openalex.org/W2063601656","https://openalex.org/W2068124150","https://openalex.org/W2086653420","https://openalex.org/W2109214147","https://openalex.org/W2109243771","https://openalex.org/W2121486117","https://openalex.org/W2127016142","https://openalex.org/W2133174069","https://openalex.org/W2135724004","https://openalex.org/W2138862063","https://openalex.org/W2148551591","https://openalex.org/W2153635508","https://openalex.org/W2156503193","https://openalex.org/W2160767978","https://openalex.org/W2162753443","https://openalex.org/W2163026698","https://openalex.org/W2163685610","https://openalex.org/W2164186291","https://openalex.org/W2164450870","https://openalex.org/W2165335390","https://openalex.org/W2167917621","https://openalex.org/W2168847089","https://openalex.org/W2561675875","https://openalex.org/W3100344990","https://openalex.org/W3182920176","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W73545470","https://openalex.org/W4224266612","https://openalex.org/W2383394264","https://openalex.org/W4320153225","https://openalex.org/W4293261942","https://openalex.org/W3125968744","https://openalex.org/W203959209","https://openalex.org/W2167701463","https://openalex.org/W2110287964","https://openalex.org/W4307407935"],"abstract_inverted_index":{"Social":[0],"signals":[1,24,33],"and":[2,37,124],"interpretation":[3],"of":[4,8,31,44,81,110,119,140],"carried":[5,136],"information":[6],"is":[7,34,109,135],"high":[9],"importance":[10],"in":[11,27,47,90,104],"Human":[12],"Computer":[13],"Interaction.":[14],"Often":[15],"used":[16],"for":[17,65,93,113],"affect":[18,55],"recognition,":[19],"the":[20,77,128,143],"cues":[21],"within":[22,142],"these":[23],"are":[25,63],"displayed":[26],"various":[28],"modalities.":[29,71],"Fusion":[30],"multi-modal":[32,60],"a":[35,98,105],"natural":[36],"interesting":[38],"way":[39],"to":[40,127],"improve":[41],"automatic":[42],"classification":[43,123],"emotions":[45],"transported":[46],"social":[48],"signals.":[49],"Throughout":[50],"most":[51],"present":[52,97],"studies,":[53],"uni-modal":[54,122],"recognition":[56],"as":[57,59],"well":[58],"fusion,":[61,84],"decisions":[62],"forced":[64],"fixed":[66],"annotation":[67],"segments":[68],"across":[69],"all":[70,91],"In":[72],"this":[73],"paper,":[74],"we":[75],"investigate":[76],"less":[78],"prevalent":[79],"approach":[80],"event":[82,129],"driven":[83,130],"which":[85,108],"indirectly":[86],"accumulates":[87],"asynchronous":[88],"events":[89,103],"modalities":[92],"final":[94],"predictions.":[95],"We":[96,116],"fusion":[99,125,131],"approach,":[100],"handling":[101],"short-timed":[102],"vector":[106],"space,":[107],"special":[111],"interest":[112],"real-time":[114],"applications.":[115],"compare":[117],"results":[118],"segmentation":[120],"based":[121],"schemes":[126],"approach.":[132],"The":[133],"evaluation":[134],"out":[137],"via":[138],"detection":[139],"enjoyment-episodes":[141],"audiovisual":[144],"Belfast":[145],"Story-Telling":[146],"Corpus.":[147]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":9},{"year":2016,"cited_by_count":7},{"year":2015,"cited_by_count":3}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
