{"id":"https://openalex.org/W2911223498","doi":"https://doi.org/10.1109/dicta.2018.8615763","title":"Drivers Performance Evaluation using Physiological Measurement in a Driving Simulator","display_name":"Drivers Performance Evaluation using Physiological Measurement in a Driving Simulator","publication_year":2018,"publication_date":"2018-12-01","ids":{"openalex":"https://openalex.org/W2911223498","doi":"https://doi.org/10.1109/dicta.2018.8615763","mag":"2911223498"},"language":"en","primary_location":{"id":"doi:10.1109/dicta.2018.8615763","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dicta.2018.8615763","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 Digital Image Computing: Techniques and Applications (DICTA)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/conference_contribution/Drivers_performance_evaluation_using_physiological_measurement_in_a_driving_simulator/20764087","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5008811472","display_name":"Afsaneh Koohestani","orcid":null},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Afsaneh Koohestani","raw_affiliation_strings":["Institute for Intelligent Systems Research and Innovation, Deakin University, Geelong, VIC, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Intelligent Systems Research and Innovation, Deakin University, Geelong, VIC, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088897776","display_name":"Parham M. Kebria","orcid":"https://orcid.org/0000-0001-7049-928X"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Parham Kebria","raw_affiliation_strings":["Institute for Intelligent Systems Research and Innovation, Deakin University, Geelong, VIC, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Intelligent Systems Research and Innovation, Deakin University, Geelong, VIC, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059557438","display_name":"Abbas Khosravi","orcid":"https://orcid.org/0000-0001-6927-0744"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Abbas Khosravi","raw_affiliation_strings":["Institute for Intelligent Systems Research and Innovation, Deakin University, Geelong, VIC, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Intelligent Systems Research and Innovation, Deakin University, Geelong, VIC, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015293969","display_name":"Saeid Nahavandi","orcid":"https://orcid.org/0000-0002-0360-5270"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Saeid Nahavandi","raw_affiliation_strings":["Institute for Intelligent Systems Research and Innovation, Deakin University, Geelong, VIC, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Intelligent Systems Research and Innovation, Deakin University, Geelong, VIC, Australia","institution_ids":["https://openalex.org/I149704539"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I149704539"],"apc_list":null,"apc_paid":null,"fwci":0.4189,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.70448079,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11373","display_name":"Sleep and Work-Related Fatigue","score":0.9983000159263611,"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/T11373","display_name":"Sleep and Work-Related Fatigue","score":0.9983000159263611,"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":0.9976999759674072,"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/T10525","display_name":"Human-Automation Interaction and Safety","score":0.9968000054359436,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/distraction","display_name":"Distraction","score":0.9081493616104126},{"id":"https://openalex.org/keywords/driving-simulator","display_name":"Driving simulator","score":0.6899510622024536},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.627256453037262},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6175101399421692},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.6025518178939819},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.5423463582992554},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37442541122436523},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.17193534970283508}],"concepts":[{"id":"https://openalex.org/C2776378700","wikidata":"https://www.wikidata.org/wiki/Q3030775","display_name":"Distraction","level":2,"score":0.9081493616104126},{"id":"https://openalex.org/C2780689630","wikidata":"https://www.wikidata.org/wiki/Q2081815","display_name":"Driving simulator","level":2,"score":0.6899510622024536},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.627256453037262},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6175101399421692},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.6025518178939819},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.5423463582992554},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37442541122436523},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.17193534970283508},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/dicta.2018.8615763","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dicta.2018.8615763","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 Digital Image Computing: Techniques and Applications (DICTA)","raw_type":"proceedings-article"},{"id":"pmh:oai:dro.deakin.edu.au:DU:30124016","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401102","display_name":"Own your potential (DEAKIN)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I149704539","host_organization_name":"Deakin University","host_organization_lineage":["https://openalex.org/I149704539"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"},{"id":"pmh:oai:figshare.com:article/20764087","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/Drivers_performance_evaluation_using_physiological_measurement_in_a_driving_simulator/20764087","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":null,"raw_type":"Conference contribution"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/20764087","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/Drivers_performance_evaluation_using_physiological_measurement_in_a_driving_simulator/20764087","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":null,"raw_type":"Conference contribution"},"sustainable_development_goals":[{"score":0.6499999761581421,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W207286226","https://openalex.org/W1985788701","https://openalex.org/W1996335363","https://openalex.org/W2011241895","https://openalex.org/W2046917369","https://openalex.org/W2052086489","https://openalex.org/W2065277081","https://openalex.org/W2087347434","https://openalex.org/W2093028965","https://openalex.org/W2094150432","https://openalex.org/W2111587852","https://openalex.org/W2113242816","https://openalex.org/W2119821739","https://openalex.org/W2147449244","https://openalex.org/W2151227774","https://openalex.org/W2168697633","https://openalex.org/W2169219448","https://openalex.org/W2171666055","https://openalex.org/W2291917913","https://openalex.org/W2746562333","https://openalex.org/W2748909806","https://openalex.org/W2776654602","https://openalex.org/W2782851646","https://openalex.org/W2786318654","https://openalex.org/W2787178215","https://openalex.org/W2911964244","https://openalex.org/W3022574643","https://openalex.org/W4239510810"],"related_works":["https://openalex.org/W4200112873","https://openalex.org/W2955796858","https://openalex.org/W4224941037","https://openalex.org/W2004826645","https://openalex.org/W564318436","https://openalex.org/W3135818052","https://openalex.org/W1997214137","https://openalex.org/W2390151587","https://openalex.org/W2143855856","https://openalex.org/W2042706687"],"abstract_inverted_index":{"Monitoring":[0],"the":[1,25,31,43,64,88,95,118,121,155,161,177,200,214,221,246],"drivers":[2,65,76,91,164,240],"behaviour":[3,66],"and":[4,17,48,67,90,110,115,157,192],"detecting":[5],"their":[6],"awareness":[7,19],"are":[8,20,113,196,234],"of":[9,45,50,82,97,120,172,224],"vital":[10],"importance":[11],"for":[12,28,59,117,133],"road":[13],"safety.":[14],"Drivers":[15],"distraction":[16],"low":[18],"already":[21],"known":[22],"to":[23,42,62,86,93,198,238],"be":[24],"main":[26],"reason":[27],"accidents":[29],"in":[30,38,74,127,150],"world.":[32],"Distraction-related":[33],"crashes":[34],"have":[35],"greatly":[36],"increased":[37],"recent":[39],"years":[40],"due":[41],"proliferation":[44],"communication,":[46],"entertainment,":[47],"malfunctioning":[49],"driver":[51],"assistance":[52],"systems.":[53],"Accordingly,":[54],"there":[55],"is":[56,78,85,228],"a":[57,69,72,75,151],"need":[58],"advanced":[60],"systems":[61],"monitor":[63],"generate":[68],"warning":[70],"if":[71],"degradation":[73],"performance":[77,202,241],"detected.":[79],"The":[80,124,169],"purpose":[81],"this":[83,128],"study":[84],"analyse":[87,239],"vehicle":[89,173],"data":[92],"detect":[94],"onset":[96],"distraction.":[98],"Physiological":[99],"measurements,":[100],"such":[101,183],"as":[102,176,184],"palm":[103],"electrodermal":[104],"activity,":[105],"heart":[106],"rate,":[107,109],"breathing":[108],"perinasal":[111,243],"perspiration":[112,244],"analysed":[114],"applied":[116],"development":[119],"monitoring":[122],"system.":[123],"dataset":[125],"used":[126],"research":[129],"has":[130],"these":[131],"measurements":[132],"68":[134],"healthy":[135],"participants":[136,145],"(35":[137],"male,":[138],"33":[139],"female/17":[140],"elderly,":[141],"51":[142],"young).":[143],"These":[144],"completed":[146],"two":[147],"driving":[148,152],"sessions":[149],"simulator,":[153],"including":[154],"normal":[156],"loaded":[158,162],"drive.":[159],"In":[160],"scenario,":[163],"were":[165],"texting":[166],"back":[167],"words.":[168],"lane":[170],"deviation":[171],"was":[174],"recorded":[175],"response":[178],"variable.":[179],"Different":[180],"classification":[181],"algorithms":[182],"generalised":[185],"linear,":[186],"support":[187],"vector":[188],"model,":[189],"K-nearest":[190],"neighbour":[191],"random":[193,211],"forest":[194,212],"machines":[195],"implemented":[197],"classify":[199],"driver's":[201],"based":[203],"on":[204],"input":[205],"features.":[206],"Prediction":[207],"results":[208],"indicate":[209],"that":[210,231],"performs":[213],"best":[215],"by":[216],"achieving":[217],"an":[218],"area":[219],"under":[220],"curve":[222],"(AUC)":[223],"over":[225],"91%.":[226],"It":[227],"also":[229],"found":[230],"biographic":[232],"features":[233],"not":[235],"informative":[236],"enough":[237],"while":[242],"carries":[245],"most":[247],"information.":[248]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
