{"id":"https://openalex.org/W3031368547","doi":"https://doi.org/10.1109/iccicc50026.2020.9450216","title":"Heatmap-Based Method for Estimating Drivers\u2019 Cognitive Distraction","display_name":"Heatmap-Based Method for Estimating Drivers\u2019 Cognitive Distraction","publication_year":2020,"publication_date":"2020-09-26","ids":{"openalex":"https://openalex.org/W3031368547","doi":"https://doi.org/10.1109/iccicc50026.2020.9450216","mag":"3031368547"},"language":"en","primary_location":{"id":"doi:10.1109/iccicc50026.2020.9450216","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccicc50026.2020.9450216","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE 19th International Conference on Cognitive Informatics & Cognitive Computing (ICCI*CC)","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2005.14136","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038079594","display_name":"Antonyo Musabini","orcid":"https://orcid.org/0000-0001-5823-5564"},"institutions":[{"id":"https://openalex.org/I220619192","display_name":"Valeo (France)","ror":"https://ror.org/04ryqpf83","country_code":"FR","type":"company","lineage":["https://openalex.org/I220619192"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Antonyo Musabini","raw_affiliation_strings":["InnoCoRe Valeo, Comfort and Driving Assistance, Bobigny, France"],"affiliations":[{"raw_affiliation_string":"InnoCoRe Valeo, Comfort and Driving Assistance, Bobigny, France","institution_ids":["https://openalex.org/I220619192"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032979212","display_name":"Mounsif Chetitah","orcid":"https://orcid.org/0009-0009-7234-0454"},"institutions":[{"id":"https://openalex.org/I220619192","display_name":"Valeo (France)","ror":"https://ror.org/04ryqpf83","country_code":"FR","type":"company","lineage":["https://openalex.org/I220619192"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mounsif Chetitah","raw_affiliation_strings":["InnoCoRe Valeo, Comfort and Driving Assistance, Bobigny, France"],"affiliations":[{"raw_affiliation_string":"InnoCoRe Valeo, Comfort and Driving Assistance, Bobigny, France","institution_ids":["https://openalex.org/I220619192"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5038079594"],"corresponding_institution_ids":["https://openalex.org/I220619192"],"apc_list":null,"apc_paid":null,"fwci":0.5675,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.63296216,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"179","last_page":"186"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9994000196456909,"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"}},"topics":[{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9994000196456909,"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"}},{"id":"https://openalex.org/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T13219","display_name":"Mind wandering and attention","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/distraction","display_name":"Distraction","score":0.9646418690681458},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.707403302192688},{"id":"https://openalex.org/keywords/distracted-driving","display_name":"Distracted driving","score":0.6828559041023254},{"id":"https://openalex.org/keywords/gaze","display_name":"Gaze","score":0.6258115768432617},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.6080245971679688},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.5693624019622803},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5072645545005798},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46729424595832825},{"id":"https://openalex.org/keywords/eye-tracking","display_name":"Eye tracking","score":0.46456706523895264},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.43494874238967896},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.42480015754699707},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.32956933975219727},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.15242215991020203},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.14137965440750122}],"concepts":[{"id":"https://openalex.org/C2776378700","wikidata":"https://www.wikidata.org/wiki/Q3030775","display_name":"Distraction","level":2,"score":0.9646418690681458},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.707403302192688},{"id":"https://openalex.org/C2776465824","wikidata":"https://www.wikidata.org/wiki/Q5283083","display_name":"Distracted driving","level":3,"score":0.6828559041023254},{"id":"https://openalex.org/C2779916870","wikidata":"https://www.wikidata.org/wiki/Q14467155","display_name":"Gaze","level":2,"score":0.6258115768432617},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.6080245971679688},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.5693624019622803},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5072645545005798},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46729424595832825},{"id":"https://openalex.org/C56461940","wikidata":"https://www.wikidata.org/wiki/Q970687","display_name":"Eye tracking","level":2,"score":0.46456706523895264},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.43494874238967896},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.42480015754699707},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.32956933975219727},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.15242215991020203},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.14137965440750122},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"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:10.1109/iccicc50026.2020.9450216","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccicc50026.2020.9450216","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE 19th International Conference on Cognitive Informatics & Cognitive Computing (ICCI*CC)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2005.14136","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2005.14136","pdf_url":"https://arxiv.org/pdf/2005.14136","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2005.14136","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2005.14136","pdf_url":"https://arxiv.org/pdf/2005.14136","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.7200000286102295,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W2942336","https://openalex.org/W1506035271","https://openalex.org/W1709987003","https://openalex.org/W1803371792","https://openalex.org/W1878893887","https://openalex.org/W1968844387","https://openalex.org/W1978999053","https://openalex.org/W2042750428","https://openalex.org/W2059106952","https://openalex.org/W2101234009","https://openalex.org/W2111587852","https://openalex.org/W2131057562","https://openalex.org/W2160491036","https://openalex.org/W2208132197","https://openalex.org/W2291907452","https://openalex.org/W2368869802","https://openalex.org/W2509142475","https://openalex.org/W2564507783","https://openalex.org/W2604586450","https://openalex.org/W2616729688","https://openalex.org/W2783342275","https://openalex.org/W2791931212","https://openalex.org/W2791944851","https://openalex.org/W2795960359","https://openalex.org/W2884607042","https://openalex.org/W2902771924","https://openalex.org/W2917077727","https://openalex.org/W3023806537","https://openalex.org/W4234480994","https://openalex.org/W4240553276","https://openalex.org/W6675354045"],"related_works":["https://openalex.org/W626594146","https://openalex.org/W2051187670","https://openalex.org/W2891960815","https://openalex.org/W2946368029","https://openalex.org/W2557391638","https://openalex.org/W2169604921","https://openalex.org/W3134108314","https://openalex.org/W4205975769","https://openalex.org/W2891012803","https://openalex.org/W2176420444"],"abstract_inverted_index":{"In":[0,27],"order":[1],"to":[2,17,53,68,90,123],"increase":[3],"road":[4],"safety,":[5],"among":[6],"the":[7,23,30,36,47,116,120],"visual":[8,73],"and":[9,100],"manual":[10],"distractions,":[11],"modern":[12],"intelligent":[13],"vehicles":[14],"need":[15],"also":[16],"detect":[18],"cognitive":[19,33,55,70,125],"distracted":[20,91,145],"driving":[21,88,146],"(i.e.,":[22],"driver's":[24,37,48],"mind":[25],"wandering).":[26],"this":[28,131,135],"study,":[29],"influence":[31],"of":[32,46,75,102,144],"processes":[34],"on":[35,60],"gaze":[38,128],"behavior":[39],"is":[40,51,104],"explored.":[41],"A":[42],"novel":[43],"image-based":[44,136],"representation":[45,137],"eye-gaze":[49],"dispersion":[50],"proposed":[52,117],"estimate":[54],"distraction.":[56,71],"Data":[57],"are":[58,98],"collected":[59],"open":[61],"highway":[62],"roads,":[63],"with":[64,111],"a":[65,80,83,107,112],"tailored":[66],"protocol":[67],"create":[69],"The":[72],"difference":[74],"created":[76],"shapes":[77],"shows":[78],"that":[79],"driver":[81],"explores":[82],"wider":[84],"area":[85],"in":[86],"neutral":[87],"compared":[89],"driving.":[92],"Support":[93],"vector":[94],"machine":[95],"(SVM)-based":[96],"classifiers":[97],"trained,":[99],"85.2%":[101],"accuracy":[103],"achieved":[105],"for":[106,141],"two-class":[108],"problem,":[109],"even":[110],"small":[113],"dataset.":[114],"Thus,":[115],"method":[118],"has":[119],"discriminative":[121],"power":[122],"recognize":[124],"distraction":[126],"using":[127],"information.":[129],"Finally,":[130],"work":[132],"details":[133],"how":[134],"could":[138],"be":[139],"useful":[140],"other":[142],"cases":[143],"detection.":[147]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}