{"id":"https://openalex.org/W2556812335","doi":"https://doi.org/10.4018/ijmhci.2017070104","title":"Investigating the Feasibility of Vehicle Telemetry Data as a Means of Predicting Driver Workload","display_name":"Investigating the Feasibility of Vehicle Telemetry Data as a Means of Predicting Driver Workload","publication_year":2017,"publication_date":"2017-05-03","ids":{"openalex":"https://openalex.org/W2556812335","doi":"https://doi.org/10.4018/ijmhci.2017070104","mag":"2556812335"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijmhci.2017070104","pdf_url":null,"source":{"id":"https://openalex.org/S8087957","display_name":"International Journal of Mobile Human Computer Interaction","issn_l":"1942-390X","issn":["1942-390X","1942-3918"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"journal-article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://wrap.warwick.ac.uk/79776/8/WRAP_1471730-cs-010716-paper.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5034648757","display_name":"Phillip Taylor","orcid":"https://orcid.org/0000-0002-1279-8393"},"institutions":[{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Phillip Taylor","raw_affiliation_strings":["Department of Computer Science, University of Warwick, Coventry, UK"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Warwick, Coventry, UK","institution_ids":["https://openalex.org/I39555362"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007349631","display_name":"Nathan Griffiths","orcid":"https://orcid.org/0000-0002-6406-8632"},"institutions":[{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Nathan Griffiths","raw_affiliation_strings":["Department of Computer Science, University of Warwick, Coventry, UK"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Warwick, Coventry, UK","institution_ids":["https://openalex.org/I39555362"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081010150","display_name":"Abhir Bhalerao","orcid":"https://orcid.org/0000-0001-8830-329X"},"institutions":[{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Abhir Bhalerao","raw_affiliation_strings":["Department of Computer Science, University of Warwick, Coventry, UK"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Warwick, Coventry, UK","institution_ids":["https://openalex.org/I39555362"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083006731","display_name":"Xu Zhou","orcid":"https://orcid.org/0000-0001-6152-5941"},"institutions":[{"id":"https://openalex.org/I130198913","display_name":"Jaguar Land Rover (United Kingdom)","ror":"https://ror.org/03b66v461","country_code":"GB","type":"company","lineage":["https://openalex.org/I130198913"]},{"id":"https://openalex.org/I4210127762","display_name":"Coventry (United Kingdom)","ror":"https://ror.org/030nd5313","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210127762"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Zhou Xu","raw_affiliation_strings":["Jaguar and Land Rover Research, Coventry, UK"],"affiliations":[{"raw_affiliation_string":"Jaguar and Land Rover Research, Coventry, UK","institution_ids":["https://openalex.org/I130198913","https://openalex.org/I4210127762"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046952487","display_name":"Adam Gelencser","orcid":null},"institutions":[{"id":"https://openalex.org/I130198913","display_name":"Jaguar Land Rover (United Kingdom)","ror":"https://ror.org/03b66v461","country_code":"GB","type":"company","lineage":["https://openalex.org/I130198913"]},{"id":"https://openalex.org/I4210127762","display_name":"Coventry (United Kingdom)","ror":"https://ror.org/030nd5313","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210127762"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Adam Gelencser","raw_affiliation_strings":["Jaguar and Land Rover Research, Coventry, UK"],"affiliations":[{"raw_affiliation_string":"Jaguar and Land Rover Research, Coventry, UK","institution_ids":["https://openalex.org/I130198913","https://openalex.org/I4210127762"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112101534","display_name":"Thomas Popham","orcid":null},"institutions":[{"id":"https://openalex.org/I4210127762","display_name":"Coventry (United Kingdom)","ror":"https://ror.org/030nd5313","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210127762"]},{"id":"https://openalex.org/I130198913","display_name":"Jaguar Land Rover (United Kingdom)","ror":"https://ror.org/03b66v461","country_code":"GB","type":"company","lineage":["https://openalex.org/I130198913"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Thomas Popham","raw_affiliation_strings":["Jaguar and Land Rover Research, Coventry, UK"],"affiliations":[{"raw_affiliation_string":"Jaguar and Land Rover Research, Coventry, UK","institution_ids":["https://openalex.org/I4210127762","https://openalex.org/I130198913"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"fulltext_origin":"pdf","cited_by_count":1,"citation_normalized_percentile":{"value":0.479271,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":63,"max":71},"biblio":{"volume":"9","issue":"3","first_page":"54","last_page":"72"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T11373","display_name":"Sleep and Work-Related Fatigue","score":0.9937,"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":0.9937,"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/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9927,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10525","display_name":"Human-Automation Interaction and Safety","score":0.9917,"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/mobile-phone","display_name":"Mobile phone","score":0.45498246}],"concepts":[{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.9147141},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8115252},{"id":"https://openalex.org/C183121708","wikidata":"https://www.wikidata.org/wiki/Q209867","display_name":"Telemetry","level":2,"score":0.76146555},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6020467},{"id":"https://openalex.org/C2778707766","wikidata":"https://www.wikidata.org/wiki/Q202064","display_name":"Phone","level":2,"score":0.58342075},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.53744376},{"id":"https://openalex.org/C2777421447","wikidata":"https://www.wikidata.org/wiki/Q17517","display_name":"Mobile phone","level":2,"score":0.45498246},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.3648346},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.32950887},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.12590805},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09924057},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijmhci.2017070104","pdf_url":null,"source":{"id":"https://openalex.org/S8087957","display_name":"International Journal of Mobile Human Computer Interaction","issn_l":"1942-390X","issn":["1942-390X","1942-3918"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"http://wrap.warwick.ac.uk/79776/8/WRAP_1471730-cs-010716-paper.pdf","pdf_url":"http://wrap.warwick.ac.uk/79776/8/WRAP_1471730-cs-010716-paper.pdf","source":{"id":"https://openalex.org/S4306400665","display_name":"Warwick Research Archive Portal (University of Warwick)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I39555362","host_organization_name":"University of Warwick","host_organization_lineage":["https://openalex.org/I39555362"],"host_organization_lineage_names":["University of Warwick"],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true}],"best_oa_location":{"is_oa":true,"landing_page_url":"http://wrap.warwick.ac.uk/79776/8/WRAP_1471730-cs-010716-paper.pdf","pdf_url":"http://wrap.warwick.ac.uk/79776/8/WRAP_1471730-cs-010716-paper.pdf","source":{"id":"https://openalex.org/S4306400665","display_name":"Warwick Research Archive Portal (University of Warwick)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I39555362","host_organization_name":"University of Warwick","host_organization_lineage":["https://openalex.org/I39555362"],"host_organization_lineage_names":["University of Warwick"],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true},"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":47,"referenced_works":["https://openalex.org/W113467921","https://openalex.org/W1495876999","https://openalex.org/W1498800329","https://openalex.org/W150109995","https://openalex.org/W1536006551","https://openalex.org/W1537563508","https://openalex.org/W1570448133","https://openalex.org/W1573113581","https://openalex.org/W1585743408","https://openalex.org/W1864355547","https://openalex.org/W1985441869","https://openalex.org/W1993722031","https://openalex.org/W2004210413","https://openalex.org/W2009193978","https://openalex.org/W2011989160","https://openalex.org/W2017337590","https://openalex.org/W2023562307","https://openalex.org/W2029142339","https://openalex.org/W204230938","https://openalex.org/W2052604480","https://openalex.org/W2053156826","https://openalex.org/W2066634121","https://openalex.org/W2071447853","https://openalex.org/W2072740614","https://openalex.org/W2086424613","https://openalex.org/W2096451472","https://openalex.org/W2104832768","https://openalex.org/W2106952242","https://openalex.org/W2107897921","https://openalex.org/W2116263092","https://openalex.org/W2124800817","https://openalex.org/W2130028860","https://openalex.org/W2134478553","https://openalex.org/W2151227774","https://openalex.org/W2154053567","https://openalex.org/W2157289187","https://openalex.org/W2166880842","https://openalex.org/W2171801645","https://openalex.org/W2332318080","https://openalex.org/W2332475955","https://openalex.org/W2613161123","https://openalex.org/W2747485148","https://openalex.org/W2911221835","https://openalex.org/W292671876","https://openalex.org/W2998216295","https://openalex.org/W4245055982","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W748047311","https://openalex.org/W4377107457","https://openalex.org/W4298110012","https://openalex.org/W4212896802","https://openalex.org/W2993587666","https://openalex.org/W2359918844","https://openalex.org/W2070863773","https://openalex.org/W2058226360","https://openalex.org/W2056771637","https://openalex.org/W1569911790"],"abstract_inverted_index":{"Driving":[0],"is":[1,53,58,63,83,162],"a":[2,8,32,51,56,105,141,155],"safety":[3],"critical":[4],"task":[5],"that":[6,60,88],"requires":[7],"high":[9,66],"level":[10],"of":[11,50,129,144],"attention":[12],"from":[13],"the":[14,40,42,48,61,68,113,116,127,136,173],"driver.":[15],"Although":[16],"drivers":[17],"have":[18],"limited":[19],"attentional":[20],"resources,":[21],"they":[22],"often":[23,90],"perform":[24,140],"secondary":[25],"tasks":[26,38],"such":[27],"as":[28,104],"eating":[29],"or":[30],"using":[31,85,130,169],"mobile":[33],"phone.":[34],"When":[35],"performing":[36],"multiple":[37],"in":[39,74],"vehicle,":[41],"driver":[43,62,137,174],"can":[44,71],"become":[45],"overloaded":[46],"and":[47,92,122,149],"risk":[49],"crash":[52],"increased.":[54],"If":[55],"vehicle":[57,69,101,131,150],"aware":[59],"currently":[64],"under":[65],"workload,":[67],"functionality":[70],"be":[72,98],"changed":[73],"order":[75],"to":[76,99,125,165],"minimise":[77],"any":[78],"further":[79],"demand.":[80],"Traditionally,":[81],"workload":[82,175],"measured":[84],"physiological":[86,147],"sensors":[87],"require":[89],"intrusive":[91],"expensive":[93],"equipment.":[94],"Another":[95],"approach":[96],"may":[97],"use":[100],"telemetry":[102,132,151],"data":[103,133,152,159],"performance":[106],"measure":[107],"for":[108,134,172],"workload.":[109,138],"In":[110],"this":[111,170],"paper,":[112],"authors":[114],"present":[115],"Warwick-JLR":[117],"Driver":[118],"Monitoring":[119],"Dataset":[120],"(DMD)":[121],"analyse":[123],"it":[124],"investigate":[126],"feasibility":[128],"determining":[135],"They":[139],"statistical":[142],"analysis":[143],"subjective":[145],"ratings,":[146],"data,":[148,171],"collected":[153],"during":[154],"track":[156],"study.":[157],"A":[158],"mining":[160],"methodology":[161],"then":[163],"presented":[164],"build":[166],"predictive":[167],"models":[168],"monitoring":[176],"problem.":[177]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2556812335","counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2024-12-08T01:47:02.211458","created_date":"2016-11-30"}