{"id":"https://openalex.org/W4411454397","doi":"https://doi.org/10.4114/intartif.vol28iss76pp1-19","title":"Analysis and Processing of Driver Behavior for Emotion Recognition","display_name":"Analysis and Processing of Driver Behavior for Emotion Recognition","publication_year":2025,"publication_date":"2025-06-17","ids":{"openalex":"https://openalex.org/W4411454397","doi":"https://doi.org/10.4114/intartif.vol28iss76pp1-19"},"language":"en","primary_location":{"id":"doi:10.4114/intartif.vol28iss76pp1-19","is_oa":true,"landing_page_url":"https://doi.org/10.4114/intartif.vol28iss76pp1-19","pdf_url":"https://www.journal.iberamia.org/index.php/intartif/article/download/1443/253","source":{"id":"https://openalex.org/S4210203986","display_name":"INTELIGENCIA ARTIFICIAL","issn_l":"1137-3601","issn":["1137-3601","1988-3064"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310321681","host_organization_name":"Asociaci\u00f3n Espa\u00f1ola para la Inteligencia Artificial","host_organization_lineage":["https://openalex.org/P4310321681"],"host_organization_lineage_names":["Asociaci\u00f3n Espa\u00f1ola para la Inteligencia Artificial"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Inteligencia Artificial","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://www.journal.iberamia.org/index.php/intartif/article/download/1443/253","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5002194349","display_name":"Carlos H. Espino-Salinas","orcid":"https://orcid.org/0000-0001-8092-1333"},"institutions":[{"id":"https://openalex.org/I47400469","display_name":"Universidad Aut\u00f3noma de Zacatecas \"Francisco Garc\u00eda Salinas\"","ror":"https://ror.org/01m296r74","country_code":"MX","type":"education","lineage":["https://openalex.org/I47400469"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Carlos H. Espino-Salinas","raw_affiliation_strings":["Universidad Aut\u00f3noma de Zacatecas, Mexico"],"raw_orcid":"https://orcid.org/0000-0001-8092-1333","affiliations":[{"raw_affiliation_string":"Universidad Aut\u00f3noma de Zacatecas, Mexico","institution_ids":["https://openalex.org/I47400469"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008109521","display_name":"Huizilopoztli Luna-Garc\u00eda","orcid":"https://orcid.org/0000-0001-5714-7482"},"institutions":[{"id":"https://openalex.org/I47400469","display_name":"Universidad Aut\u00f3noma de Zacatecas \"Francisco Garc\u00eda Salinas\"","ror":"https://ror.org/01m296r74","country_code":"MX","type":"education","lineage":["https://openalex.org/I47400469"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Huizilopoztli Luna-Garc\u00eda","raw_affiliation_strings":["Universidad Aut\u00b4onoma de Zacatecas, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Aut\u00b4onoma de Zacatecas, Mexico","institution_ids":["https://openalex.org/I47400469"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055842704","display_name":"Jos\u00e9 M. Celaya-Padilla","orcid":"https://orcid.org/0000-0001-6847-3777"},"institutions":[{"id":"https://openalex.org/I47400469","display_name":"Universidad Aut\u00f3noma de Zacatecas \"Francisco Garc\u00eda Salinas\"","ror":"https://ror.org/01m296r74","country_code":"MX","type":"education","lineage":["https://openalex.org/I47400469"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 M. Celaya-Padilla","raw_affiliation_strings":["Universidad Aut\u00b4onoma de Zacatecas, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Aut\u00b4onoma de Zacatecas, Mexico","institution_ids":["https://openalex.org/I47400469"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053776319","display_name":"Jorge A. Morgan-Benita","orcid":"https://orcid.org/0000-0001-7308-6018"},"institutions":[{"id":"https://openalex.org/I47400469","display_name":"Universidad Aut\u00f3noma de Zacatecas \"Francisco Garc\u00eda Salinas\"","ror":"https://ror.org/01m296r74","country_code":"MX","type":"education","lineage":["https://openalex.org/I47400469"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Jorge A. Morgan-Benita","raw_affiliation_strings":["Universidad Aut\u00b4onoma de Zacatecas, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Aut\u00b4onoma de Zacatecas, Mexico","institution_ids":["https://openalex.org/I47400469"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025702818","display_name":"Ana G. S\u00e1nchez-Reyna","orcid":"https://orcid.org/0000-0001-5809-532X"},"institutions":[{"id":"https://openalex.org/I47400469","display_name":"Universidad Aut\u00f3noma de Zacatecas \"Francisco Garc\u00eda Salinas\"","ror":"https://ror.org/01m296r74","country_code":"MX","type":"education","lineage":["https://openalex.org/I47400469"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Ana G. S\u00e1nchez-Reyna","raw_affiliation_strings":["Universidad Aut\u00b4onoma de Zacatecas, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Aut\u00b4onoma de Zacatecas, Mexico","institution_ids":["https://openalex.org/I47400469"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010002157","display_name":"Jorge I. Galv\u00e1n-Tejada","orcid":"https://orcid.org/0000-0002-7555-5655"},"institutions":[{"id":"https://openalex.org/I47400469","display_name":"Universidad Aut\u00f3noma de Zacatecas \"Francisco Garc\u00eda Salinas\"","ror":"https://ror.org/01m296r74","country_code":"MX","type":"education","lineage":["https://openalex.org/I47400469"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Jorge I. Galv\u00e1n-Tejada","raw_affiliation_strings":["Universidad Aut\u00b4onoma de Zacatecas, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Aut\u00b4onoma de Zacatecas, Mexico","institution_ids":["https://openalex.org/I47400469"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036286698","display_name":"Hamurabi Gamboa-Rosales","orcid":"https://orcid.org/0000-0002-9498-6602"},"institutions":[{"id":"https://openalex.org/I47400469","display_name":"Universidad Aut\u00f3noma de Zacatecas \"Francisco Garc\u00eda Salinas\"","ror":"https://ror.org/01m296r74","country_code":"MX","type":"education","lineage":["https://openalex.org/I47400469"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Hamurabi Gamboa-Rosales","raw_affiliation_strings":["Universidad Aut\u00b4onoma de Zacatecas, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Aut\u00b4onoma de Zacatecas, Mexico","institution_ids":["https://openalex.org/I47400469"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I47400469"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.12665763,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"28","issue":"76","first_page":"1","last_page":"19"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9301000237464905,"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":0.9301000237464905,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5819619297981262},{"id":"https://openalex.org/keywords/recall","display_name":"Recall","score":0.5754505395889282},{"id":"https://openalex.org/keywords/valence","display_name":"Valence (chemistry)","score":0.5616241097450256},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5307281613349915},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5167240500450134},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.49023371934890747},{"id":"https://openalex.org/keywords/emotion-recognition","display_name":"Emotion recognition","score":0.4525231719017029},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.42611590027809143},{"id":"https://openalex.org/keywords/emotional-valence","display_name":"Emotional valence","score":0.4187772274017334},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.38187918066978455},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.37613022327423096},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3618850111961365},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3066823482513428},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.22479811310768127}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5819619297981262},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.5754505395889282},{"id":"https://openalex.org/C168900304","wikidata":"https://www.wikidata.org/wiki/Q171407","display_name":"Valence (chemistry)","level":2,"score":0.5616241097450256},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5307281613349915},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5167240500450134},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.49023371934890747},{"id":"https://openalex.org/C2777438025","wikidata":"https://www.wikidata.org/wiki/Q1339090","display_name":"Emotion recognition","level":2,"score":0.4525231719017029},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.42611590027809143},{"id":"https://openalex.org/C3020774634","wikidata":"https://www.wikidata.org/wiki/Q3113318","display_name":"Emotional valence","level":3,"score":0.4187772274017334},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.38187918066978455},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.37613022327423096},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3618850111961365},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3066823482513428},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.22479811310768127},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"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/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4114/intartif.vol28iss76pp1-19","is_oa":true,"landing_page_url":"https://doi.org/10.4114/intartif.vol28iss76pp1-19","pdf_url":"https://www.journal.iberamia.org/index.php/intartif/article/download/1443/253","source":{"id":"https://openalex.org/S4210203986","display_name":"INTELIGENCIA ARTIFICIAL","issn_l":"1137-3601","issn":["1137-3601","1988-3064"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310321681","host_organization_name":"Asociaci\u00f3n Espa\u00f1ola para la Inteligencia Artificial","host_organization_lineage":["https://openalex.org/P4310321681"],"host_organization_lineage_names":["Asociaci\u00f3n Espa\u00f1ola para la Inteligencia Artificial"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Inteligencia Artificial","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:6d47580c3fcf443b8cd7320f8c6d3792","is_oa":false,"landing_page_url":"https://doaj.org/article/6d47580c3fcf443b8cd7320f8c6d3792","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"Inteligencia Artificial, Vol 28, Iss 76 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.4114/intartif.vol28iss76pp1-19","is_oa":true,"landing_page_url":"https://doi.org/10.4114/intartif.vol28iss76pp1-19","pdf_url":"https://www.journal.iberamia.org/index.php/intartif/article/download/1443/253","source":{"id":"https://openalex.org/S4210203986","display_name":"INTELIGENCIA ARTIFICIAL","issn_l":"1137-3601","issn":["1137-3601","1988-3064"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310321681","host_organization_name":"Asociaci\u00f3n Espa\u00f1ola para la Inteligencia Artificial","host_organization_lineage":["https://openalex.org/P4310321681"],"host_organization_lineage_names":["Asociaci\u00f3n Espa\u00f1ola para la Inteligencia Artificial"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Inteligencia Artificial","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4411454397.pdf","grobid_xml":"https://content.openalex.org/works/W4411454397.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4243820032","https://openalex.org/W2915671565","https://openalex.org/W4312138225","https://openalex.org/W4252711001","https://openalex.org/W2015330565","https://openalex.org/W4385436741","https://openalex.org/W4283756072","https://openalex.org/W2034258736","https://openalex.org/W3106026632","https://openalex.org/W2129455854"],"abstract_inverted_index":{"Road":[0],"traffic":[1],"injuries":[2],"cause":[3],"considerable":[4],"economic":[5],"losses":[6],"to":[7,28,39,45,66,95],"individuals,":[8],"families":[9],"and":[10,25,48,111,157,161],"nations.":[11],"Knowing":[12],"the":[13,20,30,40,55,58,61,74,101,131,141,152,162],"driver\u2019s":[14],"condition":[15],"means":[16],"continuously":[17],"recognizing":[18,100],"whether":[19],"driver":[21,59,121,155],"is":[22,159],"physically,":[23],"emotionally":[24],"physiologically":[26],"fit":[27],"drive":[29],"vehicle,":[31],"as":[32,34],"well":[33],"effectively":[35],"communicating":[36],"these":[37],"situations":[38],"driver.":[41],"This":[42],"research":[43],"aims":[44],"collect,":[46],"analyze":[47],"process":[49],"behavioral":[50],"signals":[51],"in":[52,73,93,171],"drivers":[53,105],"through":[54,86,106],"interaction":[56],"of":[57,64,70,77,99,104,117,120,125,138],"with":[60,135],"basic":[62],"elements":[63],"driving":[65,174],"recognize":[67],"different":[68],"types":[69,124],"emotions":[71,126,158],"established":[72],"continuous":[75],"model":[76],"emotional":[78,102],"characterization":[79],"proposed":[80],"by":[81],"Russell":[82],"using":[83,140],"emotion":[84,169],"induction":[85],"augmented":[87],"autobiographical":[88],"recall":[89],"andmachine":[90],"learning":[91],"algorithms,":[92],"order":[94],"generate":[96],"models":[97],"capable":[98],"state":[103],"a":[107,147,172],"minimally":[108],"invasive,":[109],"objective":[110],"efficient":[112],"process.":[113],"With":[114],"this":[115],"methodology":[116],"signal":[118,166],"analysis":[119],"behavior,":[122],"4":[123],"could":[127],"be":[128],"recognized":[129],"within":[130],"two-dimensional":[132],"excitation-valence":[133],"plane":[134],"an":[136],"accuracy":[137],"73%":[139],"Random":[142],"Forest":[143],"algorithm.":[144],"In":[145],"conclusion,":[146],"first":[148],"scientific":[149],"perspective":[150],"on":[151],"relationship":[153],"between":[154],"behavior":[156],"offered,":[160],"most":[163],"significant":[164],"information":[165],"windows":[167],"for":[168],"identification":[170],"simulated":[173],"experimentation":[175],"environment":[176],"are":[177],"successfully":[178],"identified.":[179]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
