{"id":"https://openalex.org/W2517167844","doi":"https://doi.org/10.1109/ivs.2016.7535544","title":"Towards personalised automated driving: Prediction of preferred ACC behaviour based on manual driving","display_name":"Towards personalised automated driving: Prediction of preferred ACC behaviour based on manual driving","publication_year":2016,"publication_date":"2016-06-01","ids":{"openalex":"https://openalex.org/W2517167844","doi":"https://doi.org/10.1109/ivs.2016.7535544","mag":"2517167844"},"language":"en","primary_location":{"id":"doi:10.1109/ivs.2016.7535544","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ivs.2016.7535544","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Intelligent Vehicles Symposium (IV)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"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/A5043345555","display_name":"Erwin de Gelder","orcid":"https://orcid.org/0000-0003-4260-4294"},"institutions":[{"id":"https://openalex.org/I148297040","display_name":"Netherlands Organisation for Applied Scientific Research","ror":"https://ror.org/01bnjb948","country_code":"NL","type":"nonprofit","lineage":["https://openalex.org/I148297040"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Erwin de Gelder","raw_affiliation_strings":["TNO, Delft, South Holland, NL"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TNO, Delft, South Holland, NL","institution_ids":["https://openalex.org/I148297040"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089388338","display_name":"Irene Cara","orcid":null},"institutions":[{"id":"https://openalex.org/I148297040","display_name":"Netherlands Organisation for Applied Scientific Research","ror":"https://ror.org/01bnjb948","country_code":"NL","type":"nonprofit","lineage":["https://openalex.org/I148297040"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Irene Cara","raw_affiliation_strings":["TNO, Delft, South Holland, NL"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TNO, Delft, South Holland, NL","institution_ids":["https://openalex.org/I148297040"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029186486","display_name":"J. Uittenbogaard","orcid":null},"institutions":[{"id":"https://openalex.org/I148297040","display_name":"Netherlands Organisation for Applied Scientific Research","ror":"https://ror.org/01bnjb948","country_code":"NL","type":"nonprofit","lineage":["https://openalex.org/I148297040"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Jeroen Uittenbogaard","raw_affiliation_strings":["TNO, Delft, South Holland, NL"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TNO, Delft, South Holland, NL","institution_ids":["https://openalex.org/I148297040"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076620257","display_name":"Liselotte Kroon","orcid":null},"institutions":[{"id":"https://openalex.org/I148297040","display_name":"Netherlands Organisation for Applied Scientific Research","ror":"https://ror.org/01bnjb948","country_code":"NL","type":"nonprofit","lineage":["https://openalex.org/I148297040"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Liselotte Kroon","raw_affiliation_strings":["TNO, Delft, South Holland, NL"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TNO, Delft, South Holland, NL","institution_ids":["https://openalex.org/I148297040"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040564256","display_name":"Sven van Iersel","orcid":null},"institutions":[{"id":"https://openalex.org/I148297040","display_name":"Netherlands Organisation for Applied Scientific Research","ror":"https://ror.org/01bnjb948","country_code":"NL","type":"nonprofit","lineage":["https://openalex.org/I148297040"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Sven van Iersel","raw_affiliation_strings":["TNO, Delft, South Holland, NL"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TNO, Delft, South Holland, NL","institution_ids":["https://openalex.org/I148297040"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080566023","display_name":"J.H. Hogema","orcid":"https://orcid.org/0000-0002-7885-9232"},"institutions":[{"id":"https://openalex.org/I148297040","display_name":"Netherlands Organisation for Applied Scientific Research","ror":"https://ror.org/01bnjb948","country_code":"NL","type":"nonprofit","lineage":["https://openalex.org/I148297040"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Jeroen Hogema","raw_affiliation_strings":["TNO, Delft, South Holland, NL"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TNO, Delft, South Holland, NL","institution_ids":["https://openalex.org/I148297040"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.8935,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.91378827,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1211","last_page":"1216"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11099","display_name":"Autonomous Vehicle Technology and Safety","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11099","display_name":"Autonomous Vehicle Technology and Safety","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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":0.9983999729156494,"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"}},{"id":"https://openalex.org/T10524","display_name":"Traffic control and management","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cruise-control","display_name":"Cruise control","score":0.9430960416793823},{"id":"https://openalex.org/keywords/advanced-driver-assistance-systems","display_name":"Advanced driver assistance systems","score":0.7851985692977905},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6859416365623474},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.5975317358970642},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.5275489687919617},{"id":"https://openalex.org/keywords/driving-simulator","display_name":"Driving simulator","score":0.486519992351532},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.42835739254951477},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.41637134552001953},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3970355689525604},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39625799655914307}],"concepts":[{"id":"https://openalex.org/C113168747","wikidata":"https://www.wikidata.org/wiki/Q507295","display_name":"Cruise control","level":3,"score":0.9430960416793823},{"id":"https://openalex.org/C87833898","wikidata":"https://www.wikidata.org/wiki/Q1060280","display_name":"Advanced driver assistance systems","level":2,"score":0.7851985692977905},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6859416365623474},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.5975317358970642},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.5275489687919617},{"id":"https://openalex.org/C2780689630","wikidata":"https://www.wikidata.org/wiki/Q2081815","display_name":"Driving simulator","level":2,"score":0.486519992351532},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.42835739254951477},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41637134552001953},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3970355689525604},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39625799655914307},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ivs.2016.7535544","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ivs.2016.7535544","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Intelligent Vehicles Symposium (IV)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6000000238418579,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W180924904","https://openalex.org/W1902273833","https://openalex.org/W1972299090","https://openalex.org/W2040661524","https://openalex.org/W2058148593","https://openalex.org/W2091913622","https://openalex.org/W2096727211","https://openalex.org/W2119821739","https://openalex.org/W2309281694","https://openalex.org/W4239510810","https://openalex.org/W4239949931","https://openalex.org/W6607261285"],"related_works":["https://openalex.org/W4253720181","https://openalex.org/W644513019","https://openalex.org/W2586244547","https://openalex.org/W4236298560","https://openalex.org/W4322508012","https://openalex.org/W1485298393","https://openalex.org/W4394832455","https://openalex.org/W2246414322","https://openalex.org/W3123407378","https://openalex.org/W4236362086"],"abstract_inverted_index":{"More":[0],"and":[1,16,39,109],"more":[2],"Advanced":[3],"Driver":[4],"Assistance":[5],"Systems":[6],"(ADASs)":[7],"are":[8],"entering":[9],"the":[10,31,49,52,66,73,82,89,96,117],"market":[11],"for":[12,75],"improving":[13],"both":[14],"safety":[15],"comfort.":[17],"Adaptive":[18],"Cruise":[19],"Control":[20],"(ACC)":[21],"is":[22,103,119,123],"an":[23,132],"ADAS":[24],"application":[25],"that":[26,86,116],"has":[27],"high":[28],"interaction":[29],"with":[30,131],"driver.":[32],"ACC":[33,53,78,83,101],"systems":[34],"use":[35],"limited":[36],"sensor":[37],"input":[38],"have":[40],"only":[41],"few":[42],"configuration":[43],"possibilities.":[44],"This":[45],"may":[46],"result":[47],"in":[48,58,62,92],"behaviour":[50,102],"of":[51,65,134],"not":[54],"matching":[55],"user's":[56],"preferences":[57],"all":[59],"cases,":[60],"resulting":[61],"lower":[63],"acceptance":[64],"system.":[67],"In":[68],"this":[69],"work,":[70],"we":[71],"examine":[72],"possibilities":[74],"a":[76],"Personalised":[77],"(PACC),":[79],"which":[80],"adapts":[81],"settings":[84],"such":[85],"it":[87,122],"matches":[88],"driver":[90,99],"preference":[91,129],"order":[93],"to":[94,125],"increase":[95],"acceptance.":[97],"The":[98],"preferred":[100],"predicted":[104],"using":[105],"machine":[106],"learning":[107],"techniques":[108],"manual":[110],"driving":[111],"data.":[112],"On-road":[113],"experiments":[114],"showed":[115],"method":[118],"promising":[120],"as":[121],"able":[124],"discriminate":[126],"between":[127],"two":[128],"clusters":[130],"accuracy":[133],"85%.":[135]},"counts_by_year":[{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
