{"id":"https://openalex.org/W1978849969","doi":"https://doi.org/10.1109/itsc.2011.6082924","title":"Probabilistic driving style determination by means of a situation based analysis of the vehicle data","display_name":"Probabilistic driving style determination by means of a situation based analysis of the vehicle data","publication_year":2011,"publication_date":"2011-10-01","ids":{"openalex":"https://openalex.org/W1978849969","doi":"https://doi.org/10.1109/itsc.2011.6082924","mag":"1978849969"},"language":"en","primary_location":{"id":"doi:10.1109/itsc.2011.6082924","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itsc.2011.6082924","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 14th International IEEE Conference on Intelligent Transportation Systems (ITSC)","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/A5112128452","display_name":"Tobias B\u00e4r","orcid":null},"institutions":[{"id":"https://openalex.org/I143379178","display_name":"FZI Research Center for Information Technology","ror":"https://ror.org/04kdh6x72","country_code":"DE","type":"nonprofit","lineage":["https://openalex.org/I143379178"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Tobias Bar","raw_affiliation_strings":["Intelligent Systems and Production Engineering (ISPE), FZI Forschungszentrum Informatik, Karlsruhe, Germany","Intelligent Systems and Production Engineering (ISPE), FZI Forschungszentrum Informatik, Haid-und-Neu-Str. 10-14, 76131 Karlsruhe, Germany"],"affiliations":[{"raw_affiliation_string":"Intelligent Systems and Production Engineering (ISPE), FZI Forschungszentrum Informatik, Karlsruhe, Germany","institution_ids":["https://openalex.org/I143379178"]},{"raw_affiliation_string":"Intelligent Systems and Production Engineering (ISPE), FZI Forschungszentrum Informatik, Haid-und-Neu-Str. 10-14, 76131 Karlsruhe, Germany","institution_ids":["https://openalex.org/I143379178"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044248872","display_name":"Dennis Nienh\u00fcser","orcid":null},"institutions":[{"id":"https://openalex.org/I143379178","display_name":"FZI Research Center for Information Technology","ror":"https://ror.org/04kdh6x72","country_code":"DE","type":"nonprofit","lineage":["https://openalex.org/I143379178"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Dennis Nienhuser","raw_affiliation_strings":["Intelligent Systems and Production Engineering (ISPE), FZI Forschungszentrum Informatik, Karlsruhe, Germany","Intelligent Systems and Production Engineering (ISPE), FZI Forschungszentrum Informatik, Haid-und-Neu-Str. 10-14, 76131 Karlsruhe, Germany"],"affiliations":[{"raw_affiliation_string":"Intelligent Systems and Production Engineering (ISPE), FZI Forschungszentrum Informatik, Karlsruhe, Germany","institution_ids":["https://openalex.org/I143379178"]},{"raw_affiliation_string":"Intelligent Systems and Production Engineering (ISPE), FZI Forschungszentrum Informatik, Haid-und-Neu-Str. 10-14, 76131 Karlsruhe, Germany","institution_ids":["https://openalex.org/I143379178"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011138285","display_name":"Ralf Kohlhaas","orcid":null},"institutions":[{"id":"https://openalex.org/I143379178","display_name":"FZI Research Center for Information Technology","ror":"https://ror.org/04kdh6x72","country_code":"DE","type":"nonprofit","lineage":["https://openalex.org/I143379178"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ralf Kohlhaas","raw_affiliation_strings":["Intelligent Systems and Production Engineering (ISPE), FZI Forschungszentrum Informatik, Karlsruhe, Germany","Intelligent Systems and Production Engineering (ISPE), FZI Forschungszentrum Informatik, Haid-und-Neu-Str. 10-14, 76131 Karlsruhe, Germany"],"affiliations":[{"raw_affiliation_string":"Intelligent Systems and Production Engineering (ISPE), FZI Forschungszentrum Informatik, Karlsruhe, Germany","institution_ids":["https://openalex.org/I143379178"]},{"raw_affiliation_string":"Intelligent Systems and Production Engineering (ISPE), FZI Forschungszentrum Informatik, Haid-und-Neu-Str. 10-14, 76131 Karlsruhe, Germany","institution_ids":["https://openalex.org/I143379178"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060028048","display_name":"J. Marius Z\u00f6llner","orcid":"https://orcid.org/0000-0001-6190-7202"},"institutions":[{"id":"https://openalex.org/I143379178","display_name":"FZI Research Center for Information Technology","ror":"https://ror.org/04kdh6x72","country_code":"DE","type":"nonprofit","lineage":["https://openalex.org/I143379178"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"J. Marius Zollner","raw_affiliation_strings":["Intelligent Systems and Production Engineering (ISPE), FZI Forschungszentrum Informatik, Karlsruhe, Germany","Intelligent Systems and Production Engineering (ISPE), FZI Forschungszentrum Informatik, Haid-und-Neu-Str. 10-14, 76131 Karlsruhe, Germany"],"affiliations":[{"raw_affiliation_string":"Intelligent Systems and Production Engineering (ISPE), FZI Forschungszentrum Informatik, Karlsruhe, Germany","institution_ids":["https://openalex.org/I143379178"]},{"raw_affiliation_string":"Intelligent Systems and Production Engineering (ISPE), FZI Forschungszentrum Informatik, Haid-und-Neu-Str. 10-14, 76131 Karlsruhe, Germany","institution_ids":["https://openalex.org/I143379178"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5112128452"],"corresponding_institution_ids":["https://openalex.org/I143379178"],"apc_list":null,"apc_paid":null,"fwci":2.0075,"has_fulltext":false,"cited_by_count":48,"citation_normalized_percentile":{"value":0.86724231,"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":"1698","last_page":"1703"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11099","display_name":"Autonomous Vehicle Technology and Safety","score":0.9997000098228455,"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":0.9997000098228455,"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/T12095","display_name":"Vehicle emissions and performance","score":0.9987999796867371,"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":0.9980000257492065,"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/computer-science","display_name":"Computer science","score":0.6862903833389282},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.6442797183990479},{"id":"https://openalex.org/keywords/credence","display_name":"Credence","score":0.6299322247505188},{"id":"https://openalex.org/keywords/advanced-driver-assistance-systems","display_name":"Advanced driver assistance systems","score":0.5854189395904541},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.5107734203338623},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.5102739334106445},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.39312905073165894},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2764352560043335},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.20456385612487793},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1875409483909607}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6862903833389282},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.6442797183990479},{"id":"https://openalex.org/C2779513410","wikidata":"https://www.wikidata.org/wiki/Q25351567","display_name":"Credence","level":2,"score":0.6299322247505188},{"id":"https://openalex.org/C87833898","wikidata":"https://www.wikidata.org/wiki/Q1060280","display_name":"Advanced driver assistance systems","level":2,"score":0.5854189395904541},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.5107734203338623},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.5102739334106445},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.39312905073165894},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2764352560043335},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.20456385612487793},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1875409483909607},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"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/itsc.2011.6082924","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itsc.2011.6082924","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 14th International IEEE Conference on Intelligent Transportation Systems (ITSC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.7200000286102295,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321114","display_name":"Bundesministerium f\u00fcr Bildung und Forschung","ror":"https://ror.org/04pz7b180"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W131462890","https://openalex.org/W1983738939","https://openalex.org/W2062232866","https://openalex.org/W2067694371","https://openalex.org/W2130878831","https://openalex.org/W2132920968","https://openalex.org/W2154245369","https://openalex.org/W6667762429","https://openalex.org/W6682964218"],"related_works":["https://openalex.org/W2324869209","https://openalex.org/W4250918561","https://openalex.org/W2304903823","https://openalex.org/W4236768710","https://openalex.org/W3036211183","https://openalex.org/W2212640847","https://openalex.org/W3020355059","https://openalex.org/W1983511718","https://openalex.org/W2561530205","https://openalex.org/W2789252988"],"abstract_inverted_index":{"Today,":[0],"driver":[1,6,38,65,116],"assistance":[2,108],"systems":[3,109],"assist":[4],"the":[5,22,25,28,33,37,45,54,64,102,114,134,166],"in":[7,48,146,157,165],"manifold":[8],"ways.":[9],"Their":[10],"acceptance":[11],"and":[12,24,59],"usefulness":[13],"can":[14,110],"be":[15,80,111],"highly":[16],"increased":[17],"by":[18,41],"adapting":[19],"them":[20],"to":[21,79,113,133,143],"needs":[23],"personality":[26],"of":[27,36,43,63,160],"driver.":[29],"In":[30],"this":[31],"work":[32],"driving":[34,104,107,140],"style":[35],"is":[39,57,73,138,154],"determined":[40,103],"means":[42],"rating":[44],"drivers":[46,135],"actions":[47],"commonly":[49],"occurring":[50],"traffic":[51,82],"situations.":[52],"Therefore,":[53],"vehicle":[55],"data":[56],"evaluated":[58],"a":[60,87,91,97,123],"probabilistic":[61],"affiliation":[62],"being":[66],"aggressive,":[67],"anxious,":[68],"economical,":[69],"keen,":[70],"or":[71,94],"sedate":[72],"made.":[74,168],"The":[75],"situations":[76],"are":[77],"chosen":[78],"day-to-day":[81],"situations,":[83],"for":[84],"instance":[85],"approaching":[86],"village,":[88],"stopping":[89],"on":[90,101],"stop":[92],"sign,":[93],"passing":[95],"through":[96],"tight":[98,147],"bend.":[99],"Based":[100],"style,":[105],"future":[106],"personalized":[112],"individual":[115],"and,":[117],"thus,":[118],"get":[119],"more":[120,152],"valuable.":[121],"As":[122],"showcase,":[124],"we":[125,163],"adjust":[126],"our":[127],"Anticipatory":[128],"Energy":[129],"Saving":[130],"Assistant":[131],"(ANESA)":[132],"character,":[136],"which":[137],"giving":[139],"hints":[141],"how":[142],"save":[144],"energy":[145,161],"curves.":[148],"By":[149],"personalizing":[150],"ANESA":[151],"credence":[153],"gained,":[155],"resulting":[156],"extra":[158],"savings":[159],"as":[162],"show":[164],"experiments":[167]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":6},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}