{"id":"https://openalex.org/W3210865326","doi":"https://doi.org/10.1109/ichms53169.2021.9582451","title":"Human reliability analysis in situated driving context considering human experience using a fuzzy-based clustering approach","display_name":"Human reliability analysis in situated driving context considering human experience using a fuzzy-based clustering approach","publication_year":2021,"publication_date":"2021-09-08","ids":{"openalex":"https://openalex.org/W3210865326","doi":"https://doi.org/10.1109/ichms53169.2021.9582451","mag":"3210865326"},"language":"en","primary_location":{"id":"doi:10.1109/ichms53169.2021.9582451","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ichms53169.2021.9582451","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 2nd International Conference on Human-Machine Systems (ICHMS)","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/A5015415346","display_name":"Chao He","orcid":"https://orcid.org/0000-0002-4036-0882"},"institutions":[{"id":"https://openalex.org/I62318514","display_name":"University of Duisburg-Essen","ror":"https://ror.org/04mz5ra38","country_code":"DE","type":"education","lineage":["https://openalex.org/I62318514"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Chao He","raw_affiliation_strings":["Chair of Dynamics and Control, University of Duisburg-Essen, Lotharstra\u00dfe 1-21, Duisburg, Germany"],"affiliations":[{"raw_affiliation_string":"Chair of Dynamics and Control, University of Duisburg-Essen, Lotharstra\u00dfe 1-21, Duisburg, Germany","institution_ids":["https://openalex.org/I62318514"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113663613","display_name":"Dirk S\u00f6ffker","orcid":null},"institutions":[{"id":"https://openalex.org/I62318514","display_name":"University of Duisburg-Essen","ror":"https://ror.org/04mz5ra38","country_code":"DE","type":"education","lineage":["https://openalex.org/I62318514"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Dirk Soffker","raw_affiliation_strings":["Chair of Dynamics and Control, University of Duisburg-Essen, Lotharstra\u00dfe 1-21, Duisburg, Germany"],"affiliations":[{"raw_affiliation_string":"Chair of Dynamics and Control, University of Duisburg-Essen, Lotharstra\u00dfe 1-21, Duisburg, Germany","institution_ids":["https://openalex.org/I62318514"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5015415346"],"corresponding_institution_ids":["https://openalex.org/I62318514"],"apc_list":null,"apc_paid":null,"fwci":0.2123,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.60089772,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10525","display_name":"Human-Automation Interaction and Safety","score":0.9962999820709229,"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"}},"topics":[{"id":"https://openalex.org/T10525","display_name":"Human-Automation Interaction and Safety","score":0.9962999820709229,"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/T10370","display_name":"Traffic and Road Safety","score":0.9959999918937683,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/T10809","display_name":"Occupational Health and Safety Research","score":0.9907000064849854,"subfield":{"id":"https://openalex.org/subfields/3614","display_name":"Radiological and Ultrasound Technology"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/situated","display_name":"Situated","score":0.9115891456604004},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.7313798666000366},{"id":"https://openalex.org/keywords/human-reliability","display_name":"Human reliability","score":0.7104946970939636},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6748528480529785},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5862473845481873},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5764355659484863},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4657597839832306},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.35341233015060425},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.35104900598526},{"id":"https://openalex.org/keywords/human-error","display_name":"Human error","score":0.32184165716171265},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.31407296657562256},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2779046893119812},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.22314703464508057},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.10056200623512268}],"concepts":[{"id":"https://openalex.org/C132829578","wikidata":"https://www.wikidata.org/wiki/Q581151","display_name":"Situated","level":2,"score":0.9115891456604004},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.7313798666000366},{"id":"https://openalex.org/C191147762","wikidata":"https://www.wikidata.org/wiki/Q186289","display_name":"Human reliability","level":3,"score":0.7104946970939636},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6748528480529785},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5862473845481873},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5764355659484863},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4657597839832306},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35341233015060425},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.35104900598526},{"id":"https://openalex.org/C169806903","wikidata":"https://www.wikidata.org/wiki/Q5937752","display_name":"Human error","level":2,"score":0.32184165716171265},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.31407296657562256},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2779046893119812},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.22314703464508057},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.10056200623512268},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ichms53169.2021.9582451","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ichms53169.2021.9582451","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 2nd International Conference on Human-Machine Systems (ICHMS)","raw_type":"proceedings-article"},{"id":"pmh:oai:bibliographie.ub.uni-due.de:ubo_mods_00169137","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ICHMS53169.2021.9582451","pdf_url":null,"source":{"id":"https://openalex.org/S7407055102","display_name":"Universit\u00e4tsbibliographie, Universit\u00e4t Duisburg-Essen","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":"Buchaufsatz/Kapitel"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W629598914","https://openalex.org/W2019950953","https://openalex.org/W2047094503","https://openalex.org/W2057992256","https://openalex.org/W2072249119","https://openalex.org/W2073605167","https://openalex.org/W2117676721","https://openalex.org/W2333777777","https://openalex.org/W2343568200","https://openalex.org/W2537421444","https://openalex.org/W2587573685","https://openalex.org/W2588759210","https://openalex.org/W2594616495","https://openalex.org/W2612300290","https://openalex.org/W2766488152","https://openalex.org/W2886125012","https://openalex.org/W2970762702","https://openalex.org/W3092643213","https://openalex.org/W3178411512","https://openalex.org/W4230588984","https://openalex.org/W6620098365"],"related_works":["https://openalex.org/W2001920963","https://openalex.org/W2890039806","https://openalex.org/W257732458","https://openalex.org/W2002869815","https://openalex.org/W2189174504","https://openalex.org/W2117414875","https://openalex.org/W2313569946","https://openalex.org/W1900198954","https://openalex.org/W4254777568","https://openalex.org/W3023139160"],"abstract_inverted_index":{"Although":[0],"more":[1],"higher":[2],"level":[3],"advanced":[4],"driver":[5,14,117,125,209,261],"assistance":[6],"systems":[7],"(ADAS)":[8],"are":[9,37,137,217],"applied":[10,85,196],"to":[11,86,139,156,165,197],"driving,":[12],"human":[13,25,49,62,77,116,124,208,243,260],"reliability":[15,22,50,63,66,78,118,210,245,262],"remains":[16],"crucial":[17],"for":[18,48,61,76,95,108,131],"driving":[19,44,56,109,144,160,198,215],"safety.":[20],"Existing":[21],"approaches":[23],"qualify":[24],"behaviors":[26],"in":[27,79,142,154,171,178,213,263],"a":[28,239],"static":[29],"manner.":[30],"In":[31,121,220],"this":[32,122,221],"contribution":[33,222],"dynamically":[34],"changing":[35],"situations":[36],"considered:":[38],"as":[39,104],"example":[40],"dynamic":[41,53,59],"and":[42,54,67,181,207,226,230,258],"situated":[43,55,87,143,159,214],"context":[45,57,161,216],"is":[46,84,90,119,128,162,195,228,236,248],"used":[47],"evaluation.":[51,64],"The":[52,250],"requires":[58],"solutions":[60],"Cognitive":[65],"error":[68],"analysis":[69],"method":[70,75,255],"(CREAM)":[71],"provides":[72],"the":[73,96,132,158,166,176,201,231,254],"evaluation":[74,223,241],"industrial":[80],"fields,":[81],"when":[82,115],"it":[83],"context,":[88],"adaption":[89],"required.":[91],"Human-related":[92],"accidents":[93],"account":[94],"highest":[97],"proportion":[98],"of":[99,149,169,190,224],"total":[100],"accidents.":[101],"Human":[102],"experience":[103,126],"an":[105],"important":[106],"factor":[107],"safety":[110],"so":[111],"should":[112],"be":[113],"considered":[114],"evaluated.":[120],"contribution,":[123],"(HDE)":[127],"quantitatively":[129],"characterized":[130],"first":[133],"time.":[134,265],"Three":[135],"variables":[136,180],"selected":[138],"evaluate":[140,259],"HDE":[141,179,206,225],"context.":[145],"A":[146],"new":[147,182,240],"list":[148],"common":[150],"performance":[151,244],"conditions":[152],"(CPCs)":[153],"CREAM":[155],"characterize":[157],"generated":[163,183],"due":[164],"application":[167,191],"limits":[168],"CPCs":[170],"original":[172],"CREAM.":[173],"To":[174],"determine":[175],"levels":[177],"CPCs,":[184],"fuzzy":[185],"neighborhood":[186],"density-based":[187],"spatial":[188],"clustering":[189],"with":[192],"noise":[193],"(FN-DBSCAN)":[194],"data":[199],"defining":[200],"membership":[202],"function":[203],"parameters.":[204],"Therefore,":[205],"score":[211,246],"(HDRS)":[212],"calculated":[218],"quantitatively.":[219],"HDRS":[227],"data-driven":[229],"reliance":[232],"on":[233],"expert":[234],"knowledge":[235],"reduced.":[237],"Next,":[238],"index,":[242],"(HPRS)":[247],"defined.":[249],"results":[251],"show":[252],"that":[253],"could":[256],"quantity":[257],"real":[264]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-02T08:37:19.008085","created_date":"2025-10-10T00:00:00"}
