{"id":"https://openalex.org/W3086321517","doi":"https://doi.org/10.1109/tcyb.2020.3013112","title":"Hybrid Model-Based Emotion Contextual Recognition for Cognitive Assistance Services","display_name":"Hybrid Model-Based Emotion Contextual Recognition for Cognitive Assistance Services","publication_year":2020,"publication_date":"2020-09-10","ids":{"openalex":"https://openalex.org/W3086321517","doi":"https://doi.org/10.1109/tcyb.2020.3013112","mag":"3086321517","pmid":"https://pubmed.ncbi.nlm.nih.gov/32915755"},"language":"en","primary_location":{"id":"doi:10.1109/tcyb.2020.3013112","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2020.3013112","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Cybernetics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5068613770","display_name":"N. Ayari","orcid":"https://orcid.org/0000-0001-8544-8477"},"institutions":[{"id":"https://openalex.org/I197681013","display_name":"Universit\u00e9 Paris-Est Cr\u00e9teil","ror":"https://ror.org/05ggc9x40","country_code":"FR","type":"education","lineage":["https://openalex.org/I197681013"]},{"id":"https://openalex.org/I2800365227","display_name":"Paris-Est Sup","ror":"https://ror.org/0268ecp52","country_code":"FR","type":"education","lineage":["https://openalex.org/I2800365227"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"N. Ayari","raw_affiliation_strings":["LISSI, Universite Paris-Est Creteil Val de Marne, Vitry, France"],"affiliations":[{"raw_affiliation_string":"LISSI, Universite Paris-Est Creteil Val de Marne, Vitry, France","institution_ids":["https://openalex.org/I2800365227","https://openalex.org/I197681013"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023474148","display_name":"Hazem Abdelkawy","orcid":"https://orcid.org/0000-0003-4401-8192"},"institutions":[{"id":"https://openalex.org/I2800365227","display_name":"Paris-Est Sup","ror":"https://ror.org/0268ecp52","country_code":"FR","type":"education","lineage":["https://openalex.org/I2800365227"]},{"id":"https://openalex.org/I197681013","display_name":"Universit\u00e9 Paris-Est Cr\u00e9teil","ror":"https://ror.org/05ggc9x40","country_code":"FR","type":"education","lineage":["https://openalex.org/I197681013"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"H. Abdelkawy","raw_affiliation_strings":["LISSI, Universite Paris-Est Creteil Val de Marne, Vitry, France"],"affiliations":[{"raw_affiliation_string":"LISSI, Universite Paris-Est Creteil Val de Marne, Vitry, France","institution_ids":["https://openalex.org/I2800365227","https://openalex.org/I197681013"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088884307","display_name":"Abdelghani Chibani","orcid":"https://orcid.org/0000-0001-7122-1271"},"institutions":[{"id":"https://openalex.org/I197681013","display_name":"Universit\u00e9 Paris-Est Cr\u00e9teil","ror":"https://ror.org/05ggc9x40","country_code":"FR","type":"education","lineage":["https://openalex.org/I197681013"]},{"id":"https://openalex.org/I2800365227","display_name":"Paris-Est Sup","ror":"https://ror.org/0268ecp52","country_code":"FR","type":"education","lineage":["https://openalex.org/I2800365227"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"A. Chibani","raw_affiliation_strings":["LISSI, Universite Paris-Est Creteil Val de Marne, Vitry, France"],"affiliations":[{"raw_affiliation_string":"LISSI, Universite Paris-Est Creteil Val de Marne, Vitry, France","institution_ids":["https://openalex.org/I2800365227","https://openalex.org/I197681013"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044453604","display_name":"Yacine Amirat","orcid":"https://orcid.org/0000-0002-3238-0517"},"institutions":[{"id":"https://openalex.org/I2800365227","display_name":"Paris-Est Sup","ror":"https://ror.org/0268ecp52","country_code":"FR","type":"education","lineage":["https://openalex.org/I2800365227"]},{"id":"https://openalex.org/I197681013","display_name":"Universit\u00e9 Paris-Est Cr\u00e9teil","ror":"https://ror.org/05ggc9x40","country_code":"FR","type":"education","lineage":["https://openalex.org/I197681013"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Y. Amirat","raw_affiliation_strings":["LISSI, Universite Paris-Est Creteil Val de Marne, Vitry, France"],"affiliations":[{"raw_affiliation_string":"LISSI, Universite Paris-Est Creteil Val de Marne, Vitry, France","institution_ids":["https://openalex.org/I2800365227","https://openalex.org/I197681013"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5068613770"],"corresponding_institution_ids":["https://openalex.org/I197681013","https://openalex.org/I2800365227"],"apc_list":null,"apc_paid":null,"fwci":1.3678,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.83721516,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"52","issue":"5","first_page":"3567","last_page":"3576"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9988999962806702,"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"}},"topics":[{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9988999962806702,"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"}},{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9988999962806702,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.993399977684021,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7490640878677368},{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.595719039440155},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5539950132369995},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.5212841033935547},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.4993879795074463},{"id":"https://openalex.org/keywords/cognitive-model","display_name":"Cognitive model","score":0.4947311580181122},{"id":"https://openalex.org/keywords/emotion-recognition","display_name":"Emotion recognition","score":0.4838927686214447},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4691779911518097},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3573809266090393},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3558039665222168},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.14942780137062073}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7490640878677368},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.595719039440155},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5539950132369995},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.5212841033935547},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.4993879795074463},{"id":"https://openalex.org/C161407221","wikidata":"https://www.wikidata.org/wiki/Q4382939","display_name":"Cognitive model","level":3,"score":0.4947311580181122},{"id":"https://openalex.org/C2777438025","wikidata":"https://www.wikidata.org/wiki/Q1339090","display_name":"Emotion recognition","level":2,"score":0.4838927686214447},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4691779911518097},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3573809266090393},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3558039665222168},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.14942780137062073},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D003071","descriptor_name":"Cognition","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003071","descriptor_name":"Cognition","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003071","descriptor_name":"Cognition","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004644","descriptor_name":"Emotions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004644","descriptor_name":"Emotions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004644","descriptor_name":"Emotions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007858","descriptor_name":"Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007858","descriptor_name":"Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007858","descriptor_name":"Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1109/tcyb.2020.3013112","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2020.3013112","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Cybernetics","raw_type":"journal-article"},{"id":"pmid:32915755","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32915755","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on cybernetics","raw_type":null},{"id":"pmh:oai:HAL:hal-04029890v1","is_oa":false,"landing_page_url":"https://hal.u-pec.fr/hal-04029890","pdf_url":null,"source":{"id":"https://openalex.org/S4406922466","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Cybernetics, 2022, 52 (5), pp.3567-3576. ⟨10.1109/TCYB.2020.3013112⟩","raw_type":"Journal articles"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1520745718","https://openalex.org/W1522301498","https://openalex.org/W1598212431","https://openalex.org/W1894599555","https://openalex.org/W1964448421","https://openalex.org/W1967661515","https://openalex.org/W1976840597","https://openalex.org/W1978847468","https://openalex.org/W2038396686","https://openalex.org/W2047695042","https://openalex.org/W2107865346","https://openalex.org/W2120615054","https://openalex.org/W2122563357","https://openalex.org/W2251394420","https://openalex.org/W2278113816","https://openalex.org/W2308596687","https://openalex.org/W2338355707","https://openalex.org/W2344359606","https://openalex.org/W2345356450","https://openalex.org/W2490606569","https://openalex.org/W2501216990","https://openalex.org/W2507640338","https://openalex.org/W2518587879","https://openalex.org/W2570452018","https://openalex.org/W2573989064","https://openalex.org/W2783274584","https://openalex.org/W2954688322","https://openalex.org/W2977752818","https://openalex.org/W3009350896","https://openalex.org/W3105099157","https://openalex.org/W4241560429","https://openalex.org/W4388298941","https://openalex.org/W6686091205","https://openalex.org/W6744605707","https://openalex.org/W6747589676"],"related_works":["https://openalex.org/W17155033","https://openalex.org/W3207760230","https://openalex.org/W1496222301","https://openalex.org/W1590307681","https://openalex.org/W4312814274","https://openalex.org/W4285370786","https://openalex.org/W2296488620","https://openalex.org/W2358353312","https://openalex.org/W2130786469","https://openalex.org/W2362460754"],"abstract_inverted_index":{"Endowing":[0],"ubiquitous":[1,68],"robots":[2],"with":[3],"cognitive":[4,64,151],"capabilities":[5],"for":[6,49,63],"recognizing":[7],"emotions,":[8],"sentiments,":[9],"affects,":[10],"and":[11,25,46,88,92,99,116,143,189,191],"moods":[12],"of":[13,28,120,131,153,179,185,195],"humans":[14],"in":[15,67,144,155,183,192],"their":[16],"context":[17],"is":[18,70,74],"an":[19,94],"important":[20],"challenge,":[21],"which":[22],"requires":[23],"sophisticated":[24],"novel":[26],"approaches":[27],"emotion":[29,50,59,112,166,186],"recognition.":[30,52],"Most":[31],"studies":[32],"explore":[33],"data-driven":[34],"pattern":[35],"recognition":[36,61,167,188],"techniques":[37],"that":[38,162],"are":[39],"generally":[40],"highly":[41],"dependent":[42],"on":[43],"learning":[44],"data":[45],"insufficiently":[47],"effective":[48],"contextual":[51,60,187],"In":[53],"this":[54,107],"article,":[55],"a":[56,78,82,140,145,156],"hybrid":[57],"model-based":[58],"approach":[62,182],"assistance":[65,152,197],"services":[66],"environments":[69],"proposed.":[71],"This":[72],"model":[73,87,101,108,168],"based":[75],"on:":[76],"1)":[77],"hybrid-level":[79],"fusion":[80],"exploiting":[81],"multilayer":[83],"perceptron":[84],"(MLP)":[85],"neural-network":[86],"the":[89,111,117,125,132,150,163,177,180,193],"possibilistic":[90],"logic":[91],"2)":[93],"expressive":[95],"emotional":[96],"knowledge":[97],"representation":[98],"reasoning":[100],"to":[102,149],"recognize":[103],"nondirectly":[104],"observable":[105],"emotions;":[106],"exploits":[109],"jointly":[110],"upper":[113],"ontology":[114,119],"(EmUO)":[115],"n-ary":[118],"events":[121],"HTemp":[122],"supported":[123],"by":[124],"NKRL":[126],"language.":[127],"For":[128],"validation":[129],"purposes":[130],"proposed":[133,164,181],"approach,":[134],"experiments":[135],"were":[136],"carried":[137],"out":[138],"using":[139],"YouTube":[141],"dataset,":[142],"real-world":[146,174],"scenario":[147,175],"dedicated":[148],"visitors":[154],"smart":[157],"devices":[158],"showroom.":[159],"Results":[160],"demonstrated":[161],"multimodal":[165],"outperforms":[169],"all":[170],"baseline":[171],"models.":[172],"The":[173],"corroborates":[176],"effectiveness":[178],"terms":[184],"management":[190],"creation":[194],"emotion-based":[196],"services.":[198]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}