{"id":"https://openalex.org/W2163147068","doi":"https://doi.org/10.1109/acii.2009.5349393","title":"Requirements and software framework for adaptive multimodal affect recognition","display_name":"Requirements and software framework for adaptive multimodal affect recognition","publication_year":2009,"publication_date":"2009-09-01","ids":{"openalex":"https://openalex.org/W2163147068","doi":"https://doi.org/10.1109/acii.2009.5349393","mag":"2163147068"},"language":"en","primary_location":{"id":"doi:10.1109/acii.2009.5349393","is_oa":true,"landing_page_url":"https://doi.org/10.1109/acii.2009.5349393","pdf_url":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=5349393","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 3rd International Conference on Affective Computing and Intelligent Interaction and Workshops","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=5349393","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5036459117","display_name":"Elena Vildjiounaite","orcid":null},"institutions":[{"id":"https://openalex.org/I87653560","display_name":"VTT Technical Research Centre of Finland","ror":"https://ror.org/04b181w54","country_code":"FI","type":"nonprofit","lineage":["https://openalex.org/I4210089493","https://openalex.org/I87653560"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Elena Vildjiounaite","raw_affiliation_strings":["VTT Technical Research Center of Finland, Oulu, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"VTT Technical Research Center of Finland, Oulu, Finland","institution_ids":["https://openalex.org/I87653560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080665552","display_name":"Vesa Kyll\u00f6nen","orcid":null},"institutions":[{"id":"https://openalex.org/I87653560","display_name":"VTT Technical Research Centre of Finland","ror":"https://ror.org/04b181w54","country_code":"FI","type":"nonprofit","lineage":["https://openalex.org/I4210089493","https://openalex.org/I87653560"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Vesa Kyllonen","raw_affiliation_strings":["VTT Technical Research Center of Finland, Oulu, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"VTT Technical Research Center of Finland, Oulu, Finland","institution_ids":["https://openalex.org/I87653560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042764084","display_name":"Olli Vuorinen","orcid":null},"institutions":[{"id":"https://openalex.org/I87653560","display_name":"VTT Technical Research Centre of Finland","ror":"https://ror.org/04b181w54","country_code":"FI","type":"nonprofit","lineage":["https://openalex.org/I4210089493","https://openalex.org/I87653560"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Olli Vuorinen","raw_affiliation_strings":["VTT Technical Research Center of Finland, Oulu, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"VTT Technical Research Center of Finland, Oulu, Finland","institution_ids":["https://openalex.org/I87653560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023800350","display_name":"Satu-Marja M\u00e4kel\u00e4","orcid":"https://orcid.org/0000-0003-1601-0660"},"institutions":[{"id":"https://openalex.org/I87653560","display_name":"VTT Technical Research Centre of Finland","ror":"https://ror.org/04b181w54","country_code":"FI","type":"nonprofit","lineage":["https://openalex.org/I4210089493","https://openalex.org/I87653560"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Satu-Marja Makela","raw_affiliation_strings":["VTT Technical Research Center of Finland, Oulu, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"VTT Technical Research Center of Finland, Oulu, Finland","institution_ids":["https://openalex.org/I87653560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061775047","display_name":"Tommi Ker\u00e4nen","orcid":null},"institutions":[{"id":"https://openalex.org/I87653560","display_name":"VTT Technical Research Centre of Finland","ror":"https://ror.org/04b181w54","country_code":"FI","type":"nonprofit","lineage":["https://openalex.org/I4210089493","https://openalex.org/I87653560"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Tommi Keranen","raw_affiliation_strings":["VTT Technical Research Center of Finland, Oulu, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"VTT Technical Research Center of Finland, Oulu, Finland","institution_ids":["https://openalex.org/I87653560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089836488","display_name":"Markus Niiranen","orcid":null},"institutions":[{"id":"https://openalex.org/I87653560","display_name":"VTT Technical Research Centre of Finland","ror":"https://ror.org/04b181w54","country_code":"FI","type":"nonprofit","lineage":["https://openalex.org/I4210089493","https://openalex.org/I87653560"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Markus Niiranen","raw_affiliation_strings":["VTT Technical Research Center of Finland, Oulu, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"VTT Technical Research Center of Finland, Oulu, Finland","institution_ids":["https://openalex.org/I87653560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090516647","display_name":"Jouni Knuutinen","orcid":null},"institutions":[{"id":"https://openalex.org/I87653560","display_name":"VTT Technical Research Centre of Finland","ror":"https://ror.org/04b181w54","country_code":"FI","type":"nonprofit","lineage":["https://openalex.org/I4210089493","https://openalex.org/I87653560"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Jouni Knuutinen","raw_affiliation_strings":["VTT Technical Research Center of Finland, Oulu, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"VTT Technical Research Center of Finland, Oulu, Finland","institution_ids":["https://openalex.org/I87653560"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076850081","display_name":"Johannes Peltola","orcid":"https://orcid.org/0000-0002-6248-152X"},"institutions":[{"id":"https://openalex.org/I87653560","display_name":"VTT Technical Research Centre of Finland","ror":"https://ror.org/04b181w54","country_code":"FI","type":"nonprofit","lineage":["https://openalex.org/I4210089493","https://openalex.org/I87653560"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Johannes Peltola","raw_affiliation_strings":["VTT Technical Research Center of Finland, Oulu, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"VTT Technical Research Center of Finland, Oulu, Finland","institution_ids":["https://openalex.org/I87653560"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3007,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.71384796,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"16","issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9980000257492065,"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":0.9980000257492065,"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":0.9569000005722046,"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/T10320","display_name":"Neural Networks and Applications","score":0.9186000227928162,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7243170142173767},{"id":"https://openalex.org/keywords/affect","display_name":"Affect (linguistics)","score":0.6424214839935303},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6223887205123901},{"id":"https://openalex.org/keywords/categorical-variable","display_name":"Categorical variable","score":0.6149280071258545},{"id":"https://openalex.org/keywords/emotion-recognition","display_name":"Emotion recognition","score":0.5947901010513306},{"id":"https://openalex.org/keywords/affective-computing","display_name":"Affective computing","score":0.5915294289588928},{"id":"https://openalex.org/keywords/dependency","display_name":"Dependency (UML)","score":0.5803355574607849},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.5155017971992493},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.48879143595695496},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3953651189804077},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.29056039452552795},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.07900449633598328}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7243170142173767},{"id":"https://openalex.org/C2776035688","wikidata":"https://www.wikidata.org/wiki/Q1606558","display_name":"Affect (linguistics)","level":2,"score":0.6424214839935303},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6223887205123901},{"id":"https://openalex.org/C5274069","wikidata":"https://www.wikidata.org/wiki/Q2285707","display_name":"Categorical variable","level":2,"score":0.6149280071258545},{"id":"https://openalex.org/C2777438025","wikidata":"https://www.wikidata.org/wiki/Q1339090","display_name":"Emotion recognition","level":2,"score":0.5947901010513306},{"id":"https://openalex.org/C6438553","wikidata":"https://www.wikidata.org/wiki/Q1185804","display_name":"Affective computing","level":2,"score":0.5915294289588928},{"id":"https://openalex.org/C19768560","wikidata":"https://www.wikidata.org/wiki/Q320727","display_name":"Dependency (UML)","level":2,"score":0.5803355574607849},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5155017971992493},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.48879143595695496},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3953651189804077},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.29056039452552795},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.07900449633598328},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/acii.2009.5349393","is_oa":true,"landing_page_url":"https://doi.org/10.1109/acii.2009.5349393","pdf_url":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=5349393","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 3rd International Conference on Affective Computing and Intelligent Interaction and Workshops","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1109/acii.2009.5349393","is_oa":true,"landing_page_url":"https://doi.org/10.1109/acii.2009.5349393","pdf_url":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=5349393","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 3rd International Conference on Affective Computing and Intelligent Interaction and Workshops","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W170457780","https://openalex.org/W1490651426","https://openalex.org/W1575108022","https://openalex.org/W1595159159","https://openalex.org/W2026204627","https://openalex.org/W2042042193","https://openalex.org/W2080413222","https://openalex.org/W2104084893","https://openalex.org/W2110885456","https://openalex.org/W2121292316","https://openalex.org/W2127429655","https://openalex.org/W2132680170","https://openalex.org/W2145940431","https://openalex.org/W2156298647","https://openalex.org/W2156503193","https://openalex.org/W2158705122","https://openalex.org/W2164598857","https://openalex.org/W2497580536","https://openalex.org/W6634390557"],"related_works":["https://openalex.org/W3080495370","https://openalex.org/W2753175802","https://openalex.org/W2809214204","https://openalex.org/W4285597148","https://openalex.org/W2341941284","https://openalex.org/W2901531394","https://openalex.org/W4321599321","https://openalex.org/W1559262936","https://openalex.org/W2134707158","https://openalex.org/W2767348466"],"abstract_inverted_index":{"This":[0],"work":[1],"presents":[2],"a":[3,80],"software":[4],"framework":[5,13,28,66,96],"for":[6],"real":[7],"time":[8],"multimodal":[9,36],"affect":[10,88],"recognition.":[11],"The":[12,27,61],"supports":[14],"categorical":[15],"emotional":[16,22],"models":[17],"and":[18,56,102],"simultaneous":[19],"classification":[20],"of":[21,43,53,63,72,75,85,94,106],"states":[23],"along":[24],"different":[25,58,76],"dimensions.":[26],"also":[29],"allows":[30],"to":[31,35,49,51,57,97],"incorporate":[32],"diverse":[33],"approaches":[34],"fusion,":[37],"proposed":[38],"by":[39],"the":[40,44,65,92,95],"current":[41],"state":[42],"art,":[45],"as":[46,48],"well":[47],"adapt":[50],"context-dependency":[52],"expressing":[54],"emotions":[55,84],"application":[59],"requirements.":[60],"results":[62],"using":[64],"in":[67],"audio-video":[68],"based":[69],"emotion":[70],"recognition":[71,110],"an":[73],"audience":[74],"shows":[77],"(this":[78],"is":[79],"useful":[81],"information":[82,108],"because":[83],"co-located":[86],"people":[87],"each":[89],"other)":[90],"confirm":[91],"capability":[93],"provide":[98],"desired":[99],"functionalities":[100],"conveniently":[101],"demonstrate":[103],"that":[104],"use":[105],"contextual":[107],"increases":[109],"accuracy.":[111]},"counts_by_year":[{"year":2012,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
