{"id":"https://openalex.org/W2892235234","doi":"https://doi.org/10.1155/2018/8751426","title":"Multimodal Affective Computing to Enhance the User Experience of Educational Software Applications","display_name":"Multimodal Affective Computing to Enhance the User Experience of Educational Software Applications","publication_year":2018,"publication_date":"2018-09-13","ids":{"openalex":"https://openalex.org/W2892235234","doi":"https://doi.org/10.1155/2018/8751426","mag":"2892235234"},"language":"en","primary_location":{"id":"doi:10.1155/2018/8751426","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2018/8751426","pdf_url":"https://downloads.hindawi.com/journals/misy/2018/8751426.pdf","source":{"id":"https://openalex.org/S152111507","display_name":"Mobile Information Systems","issn_l":"1574-017X","issn":["1574-017X","1875-905X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS 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":"Mobile Information Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://downloads.hindawi.com/journals/misy/2018/8751426.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101539204","display_name":"Jose Maria Garcia-Garcia","orcid":"https://orcid.org/0000-0002-2085-8544"},"institutions":[{"id":"https://openalex.org/I79189158","display_name":"University of Castilla-La Mancha","ror":"https://ror.org/05r78ng12","country_code":"ES","type":"education","lineage":["https://openalex.org/I79189158"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jose Maria Garcia-Garcia","raw_affiliation_strings":["Research Institute of Informatics, University of Castilla-La Mancha, Albacete, Spain"],"affiliations":[{"raw_affiliation_string":"Research Institute of Informatics, University of Castilla-La Mancha, Albacete, Spain","institution_ids":["https://openalex.org/I79189158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007598504","display_name":"V\u00edctor M. R. Penichet","orcid":"https://orcid.org/0000-0003-1125-9344"},"institutions":[{"id":"https://openalex.org/I79189158","display_name":"University of Castilla-La Mancha","ror":"https://ror.org/05r78ng12","country_code":"ES","type":"education","lineage":["https://openalex.org/I79189158"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"V\u00edctor M. R. Penichet","raw_affiliation_strings":["Research Institute of Informatics, University of Castilla-La Mancha, Albacete, Spain"],"affiliations":[{"raw_affiliation_string":"Research Institute of Informatics, University of Castilla-La Mancha, Albacete, Spain","institution_ids":["https://openalex.org/I79189158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101596868","display_name":"Mar\u00eda Dolores Lozano","orcid":"https://orcid.org/0000-0003-4069-2112"},"institutions":[{"id":"https://openalex.org/I79189158","display_name":"University of Castilla-La Mancha","ror":"https://ror.org/05r78ng12","country_code":"ES","type":"education","lineage":["https://openalex.org/I79189158"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Mar\u00eda Dolores Lozano","raw_affiliation_strings":["Research Institute of Informatics, University of Castilla-La Mancha, Albacete, Spain"],"affiliations":[{"raw_affiliation_string":"Research Institute of Informatics, University of Castilla-La Mancha, Albacete, Spain","institution_ids":["https://openalex.org/I79189158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081111268","display_name":"Juan E. Garrido","orcid":"https://orcid.org/0000-0003-4402-1076"},"institutions":[{"id":"https://openalex.org/I15766328","display_name":"Universitat de Lleida","ror":"https://ror.org/050c3cw24","country_code":"ES","type":"education","lineage":["https://openalex.org/I15766328"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Juan Enrique Garrido","raw_affiliation_strings":["Escuela Polit\u00e9cnica Superior, University of Lleida, Lleida, Spain"],"affiliations":[{"raw_affiliation_string":"Escuela Polit\u00e9cnica Superior, University of Lleida, Lleida, Spain","institution_ids":["https://openalex.org/I15766328"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033477639","display_name":"Effie Lai\u2010Chong Law","orcid":"https://orcid.org/0000-0002-0873-0150"},"institutions":[{"id":"https://openalex.org/I153648349","display_name":"University of Leicester","ror":"https://ror.org/04h699437","country_code":"GB","type":"education","lineage":["https://openalex.org/I153648349"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Effie Lai-Chong Law","raw_affiliation_strings":["Department of Informatics, University of Leicester, Leicester, UK"],"affiliations":[{"raw_affiliation_string":"Department of Informatics, University of Leicester, Leicester, UK","institution_ids":["https://openalex.org/I153648349"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101596868"],"corresponding_institution_ids":["https://openalex.org/I79189158"],"apc_list":{"value":2100,"currency":"USD","value_usd":2100},"apc_paid":{"value":2100,"currency":"USD","value_usd":2100},"fwci":2.1912,"has_fulltext":true,"cited_by_count":33,"citation_normalized_percentile":{"value":0.87942286,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"2018","issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9994999766349792,"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":0.9994999766349792,"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":0.9801999926567078,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9800999760627747,"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/affective-computing","display_name":"Affective computing","score":0.8782638311386108},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8680273294448853},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5529510974884033},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.5473076701164246},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.5272905826568604},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.49979257583618164},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.39758387207984924},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33816784620285034}],"concepts":[{"id":"https://openalex.org/C6438553","wikidata":"https://www.wikidata.org/wiki/Q1185804","display_name":"Affective computing","level":2,"score":0.8782638311386108},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8680273294448853},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5529510974884033},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.5473076701164246},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5272905826568604},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.49979257583618164},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.39758387207984924},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33816784620285034},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1155/2018/8751426","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2018/8751426","pdf_url":"https://downloads.hindawi.com/journals/misy/2018/8751426.pdf","source":{"id":"https://openalex.org/S152111507","display_name":"Mobile Information Systems","issn_l":"1574-017X","issn":["1574-017X","1875-905X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS 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":"Mobile Information Systems","raw_type":"journal-article"},{"id":"pmh:oai:recercat.cat:10459.1/64855","is_oa":true,"landing_page_url":"http://hdl.handle.net/10459.1/64855","pdf_url":null,"source":{"id":"https://openalex.org/S4306402147","display_name":"RECERCAT (Consorci de Serveis Universitaris de Catalunya)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210090028","host_organization_name":"Consorci de Serveis Universitaris de Catalunya","host_organization_lineage":["https://openalex.org/I4210090028"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:Ruidera:10578/23840","is_oa":true,"landing_page_url":"http://hdl.handle.net/10578/23840","pdf_url":null,"source":{"id":"https://openalex.org/S4377196358","display_name":"RUIdeRA - Institutional University Repository (University of Castilla-La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:71f77b496d0b42749f1c61d1248a410a","is_oa":true,"landing_page_url":"https://doaj.org/article/71f77b496d0b42749f1c61d1248a410a","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Mobile Information Systems, Vol 2018 (2018)","raw_type":"article"},{"id":"pmh:oai:figshare.com:article/10232165","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Multimodal_Affective_Computing_to_Enhance_the_User_Experience_of_Educational_Software_Applications/10232165","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:lra.le.ac.uk:2381/44400","is_oa":true,"landing_page_url":"http://hdl.handle.net/2381/44400","pdf_url":null,"source":{"id":"https://openalex.org/S4306402365","display_name":"Leicester Research Archive (University of Leicester)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I153648349","host_organization_name":"University of Leicester","host_organization_lineage":["https://openalex.org/I153648349"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"}],"best_oa_location":{"id":"doi:10.1155/2018/8751426","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2018/8751426","pdf_url":"https://downloads.hindawi.com/journals/misy/2018/8751426.pdf","source":{"id":"https://openalex.org/S152111507","display_name":"Mobile Information Systems","issn_l":"1574-017X","issn":["1574-017X","1875-905X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS 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":"Mobile Information Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.6600000262260437}],"awards":[{"id":"https://openalex.org/G1751792386","display_name":null,"funder_award_id":"SBPLY/17/180501/000","funder_id":"https://openalex.org/F4320327216","funder_display_name":"Junta de Comunidades de Castilla-La Mancha"},{"id":"https://openalex.org/G1881511858","display_name":null,"funder_award_id":"2017-BCL-6528","funder_id":"https://openalex.org/F4320324466","funder_display_name":"Universidad de Castilla-La Mancha"},{"id":"https://openalex.org/G195408658","display_name":null,"funder_award_id":"SBPLY/17/180501/000495","funder_id":"https://openalex.org/F4320327216","funder_display_name":"Junta de Comunidades de Castilla-La Mancha"},{"id":"https://openalex.org/G5299948612","display_name":null,"funder_award_id":"SBPLY/17/180501/000495","funder_id":"https://openalex.org/F4320324466","funder_display_name":"Universidad de Castilla-La Mancha"},{"id":"https://openalex.org/G6686321749","display_name":null,"funder_award_id":"2017-BCL-6528","funder_id":"https://openalex.org/F4320321764","funder_display_name":"Ministerio de Educaci\u00f3n, Cultura y Deporte"},{"id":"https://openalex.org/G7215120555","display_name":null,"funder_award_id":"SBPLY/17/180501/000495","funder_id":"https://openalex.org/F4320321764","funder_display_name":"Ministerio de Educaci\u00f3n, Cultura y Deporte"}],"funders":[{"id":"https://openalex.org/F4320321764","display_name":"Ministerio de Educaci\u00f3n, Cultura y Deporte","ror":"https://ror.org/03nc27g21"},{"id":"https://openalex.org/F4320324466","display_name":"Universidad de Castilla-La Mancha","ror":"https://ror.org/05r78ng12"},{"id":"https://openalex.org/F4320327216","display_name":"Junta de Comunidades de Castilla-La Mancha","ror":"https://ror.org/02jv91m18"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2892235234.pdf","grobid_xml":"https://content.openalex.org/works/W2892235234.grobid-xml"},"referenced_works_count":13,"referenced_works":["https://openalex.org/W1520861770","https://openalex.org/W1868570426","https://openalex.org/W2002055708","https://openalex.org/W2018543616","https://openalex.org/W2024221294","https://openalex.org/W2098673521","https://openalex.org/W2280055902","https://openalex.org/W2343555470","https://openalex.org/W2461461975","https://openalex.org/W2559132523","https://openalex.org/W2623434089","https://openalex.org/W2743032479","https://openalex.org/W3123921355"],"related_works":["https://openalex.org/W2311730072","https://openalex.org/W4360868612","https://openalex.org/W304855073","https://openalex.org/W938111471","https://openalex.org/W2511882081","https://openalex.org/W4226096989","https://openalex.org/W2518250394","https://openalex.org/W2375476037","https://openalex.org/W1869907491","https://openalex.org/W201196341"],"abstract_inverted_index":{"Affective":[0,37],"computing":[1,16,51],"is":[2],"becoming":[3],"more":[4,6],"and":[5],"important":[7,34],"as":[8],"it":[9],"enables":[10],"to":[11,58,62,74],"extend":[12],"the":[13,23,32,54,63,91,107,119,144,148],"possibilities":[14],"of":[15,25,31,81,101,104,128],"technologies":[17],"by":[18,52,147],"incorporating":[19,137],"emotions.":[20],"In":[21,39],"fact,":[22],"detection":[24],"users\u2019":[26,55,72],"emotions":[27,64],"has":[28,93,110],"become":[29],"one":[30,145],"most":[33],"aspects":[35],"regarding":[36],"Computing.":[38],"this":[40,129],"paper,":[41],"we":[42,68],"present":[43],"an":[44],"educational":[45],"software":[46],"application":[47,92],"that":[48,117,133],"incorporates":[49],"affective":[50,138],"detecting":[53],"emotional":[56],"states":[57],"adapt":[59],"its":[60],"behaviour":[61],"sensed.":[65],"This":[66],"way,":[67],"aim":[69],"at":[70],"increasing":[71],"engagement":[73],"keep":[75],"them":[76],"motivated":[77],"for":[78],"longer":[79],"periods":[80],"time,":[82],"thus":[83],"improving":[84],"their":[85],"learning":[86],"progress.":[87],"To":[88],"prove":[89],"this,":[90],"been":[94,111],"assessed":[95],"with":[96,113],"real":[97],"users.":[98],"The":[99,126],"performance":[100],"a":[102,114],"set":[103],"users":[105],"using":[106],"proposed":[108,135],"system":[109,121],"compared":[112],"control":[115,149],"group":[116],"used":[118,146],"same":[120],"without":[122],"implementing":[123],"emotion":[124],"detection.":[125],"outcomes":[127],"evaluation":[130],"have":[131],"shown":[132],"our":[134],"system,":[136],"computing,":[139],"produced":[140],"better":[141],"results":[142],"than":[143],"group.":[150]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2018-09-27T00:00:00"}
