{"id":"https://openalex.org/W4410722059","doi":"https://doi.org/10.3390/systems13060407","title":"Effect of Pre-Trip Information in a Traffic Network with Stochastic Travel Conditions: Role of Risk Attitude","display_name":"Effect of Pre-Trip Information in a Traffic Network with Stochastic Travel Conditions: Role of Risk Attitude","publication_year":2025,"publication_date":"2025-05-24","ids":{"openalex":"https://openalex.org/W4410722059","doi":"https://doi.org/10.3390/systems13060407"},"language":"en","primary_location":{"id":"doi:10.3390/systems13060407","is_oa":true,"landing_page_url":"https://doi.org/10.3390/systems13060407","pdf_url":"https://www.mdpi.com/2079-8954/13/6/407/pdf?version=1748081063","source":{"id":"https://openalex.org/S4210219410","display_name":"Systems","issn_l":"2079-8954","issn":["2079-8954"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2079-8954/13/6/407/pdf?version=1748081063","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100371819","display_name":"Yun Yu","orcid":"https://orcid.org/0000-0002-9540-6040"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yun Yu","raw_affiliation_strings":["Beijing Transport Institute, Fengtai District, Beijing 100071, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Transport Institute, Fengtai District, Beijing 100071, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066893205","display_name":"Shiteng Zheng","orcid":"https://orcid.org/0000-0001-5207-6793"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shiteng Zheng","raw_affiliation_strings":["School of Systems Science, Beijing Jiaotong University, Beijing 100044, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Systems Science, Beijing Jiaotong University, Beijing 100044, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101944661","display_name":"Yuankai Li","orcid":"https://orcid.org/0000-0002-4873-9854"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yuankai Li","raw_affiliation_strings":["Beijing Transport Institute, Fengtai District, Beijing 100071, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Transport Institute, Fengtai District, Beijing 100071, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101951213","display_name":"Huaqing Liu","orcid":"https://orcid.org/0000-0002-7175-987X"},"institutions":[{"id":"https://openalex.org/I159389169","display_name":"Ningbo University of Technology","ror":"https://ror.org/037dym702","country_code":"CN","type":"education","lineage":["https://openalex.org/I159389169"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huaqing Liu","raw_affiliation_strings":["School of Civil and Transportation Engineering, Ningbo University of Technology, Ningbo 315211, China","Zhejiang Engineering Research Center of Digital Road Construction Technology, Ningbo 315211, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Civil and Transportation Engineering, Ningbo University of Technology, Ningbo 315211, China","institution_ids":["https://openalex.org/I159389169"]},{"raw_affiliation_string":"Zhejiang Engineering Research Center of Digital Road Construction Technology, Ningbo 315211, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108455616","display_name":"Jianan Cao","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jianan Cao","raw_affiliation_strings":["Beijing Transport Institute, Fengtai District, Beijing 100071, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Transport Institute, Fengtai District, Beijing 100071, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5066893205"],"corresponding_institution_ids":["https://openalex.org/I21193070"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1732},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1732},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11484872,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"13","issue":"6","first_page":"407","last_page":"407"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10698","display_name":"Transportation Planning and Optimization","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10698","display_name":"Transportation Planning and Optimization","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11942","display_name":"Transportation and Mobility Innovations","score":0.9926999807357788,"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":0.98089998960495,"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/transport-engineering","display_name":"Transport engineering","score":0.48006948828697205},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.39042478799819946},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2606009244918823}],"concepts":[{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.48006948828697205},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.39042478799819946},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2606009244918823}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/systems13060407","is_oa":true,"landing_page_url":"https://doi.org/10.3390/systems13060407","pdf_url":"https://www.mdpi.com/2079-8954/13/6/407/pdf?version=1748081063","source":{"id":"https://openalex.org/S4210219410","display_name":"Systems","issn_l":"2079-8954","issn":["2079-8954"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:25b88f69ddc74c95992cc8c8f3904c74","is_oa":true,"landing_page_url":"https://doaj.org/article/25b88f69ddc74c95992cc8c8f3904c74","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Systems, Vol 13, Iss 6, p 407 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/systems13060407","is_oa":true,"landing_page_url":"https://doi.org/10.3390/systems13060407","pdf_url":"https://www.mdpi.com/2079-8954/13/6/407/pdf?version=1748081063","source":{"id":"https://openalex.org/S4210219410","display_name":"Systems","issn_l":"2079-8954","issn":["2079-8954"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4004033385","display_name":null,"funder_award_id":"2024XKRC031","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G5565406045","display_name":null,"funder_award_id":"2024J191","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6730497066","display_name":null,"funder_award_id":"G2024210009","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7601323162","display_name":null,"funder_award_id":"72288101","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7873339564","display_name":null,"funder_award_id":"2024XKRC031","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320332587","display_name":"Natural Science Foundation of Ningbo","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4410722059.pdf","grobid_xml":"https://content.openalex.org/works/W4410722059.grobid-xml"},"referenced_works_count":44,"referenced_works":["https://openalex.org/W68266840","https://openalex.org/W799679593","https://openalex.org/W1964160459","https://openalex.org/W1977695142","https://openalex.org/W1987086220","https://openalex.org/W1990732108","https://openalex.org/W2004743683","https://openalex.org/W2007949282","https://openalex.org/W2008620326","https://openalex.org/W2013684818","https://openalex.org/W2021706746","https://openalex.org/W2028594966","https://openalex.org/W2044422050","https://openalex.org/W2049345634","https://openalex.org/W2050542306","https://openalex.org/W2055461760","https://openalex.org/W2064412592","https://openalex.org/W2068958864","https://openalex.org/W2083203085","https://openalex.org/W2085475314","https://openalex.org/W2093014697","https://openalex.org/W2103130085","https://openalex.org/W2137564937","https://openalex.org/W2138249996","https://openalex.org/W2158309285","https://openalex.org/W2161793591","https://openalex.org/W2168677120","https://openalex.org/W2171691110","https://openalex.org/W2289569811","https://openalex.org/W2475005888","https://openalex.org/W2735918533","https://openalex.org/W2737200173","https://openalex.org/W2789557540","https://openalex.org/W2792047499","https://openalex.org/W2963642727","https://openalex.org/W2980947743","https://openalex.org/W3010338981","https://openalex.org/W3048644094","https://openalex.org/W4249463808","https://openalex.org/W6680641923","https://openalex.org/W6696189533","https://openalex.org/W6741194032","https://openalex.org/W6741254263","https://openalex.org/W6749856937"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Empirical":[0],"studies":[1],"have":[2,48,85,109,133,141,185],"suggested":[3],"that":[4,57,178],"travelers\u2019":[5,20],"risk":[6,21,154],"attitudes":[7],"affect":[8],"their":[9],"choice":[10],"behavior":[11],"when":[12],"travel":[13,64,77,100,117,150],"conditions":[14],"are":[15,167,181],"stochastic.":[16],"By":[17],"considering":[18],"the":[19,25,52,60,72,76,81,89,95,99,106,114,125,129,145,153,157,161,172,179,187,193,196,218],"attitudes,":[22],"we":[23,55,166,176],"extend":[24],"classical":[26],"two-route":[27],"model,":[28],"in":[29,62,156],"which":[30,202],"road":[31,90],"capacities":[32,91],"vary":[33],"due":[34],"to":[35,74,97,170,195,215],"such":[36],"shocks":[37],"as":[38],"bad":[39],"weather,":[40],"accidents,":[41],"and":[42,70,92,138],"special":[43,126],"events.":[44],"Two":[45],"information":[46,87,204],"regimes":[47,108],"been":[49,110,134,142,208],"investigated.":[50],"In":[51,80,124,160],"zero-information":[53,158,194],"regime,":[54,83],"postulate":[56],"travelers":[58,84],"acquire":[59],"variability":[61],"route":[63,73,96],"time":[65,78,118],"based":[66,112],"on":[67,113,152],"past":[68],"experiences":[69],"choose":[71,94],"minimize":[75,98],"budget.":[79],"full-information":[82,197],"pre-trip":[86,203],"of":[88,105,147],"thus":[93],"time.":[101],"User":[102],"equilibrium":[103],"states":[104],"two":[107],"analyzed,":[111],"canonical":[115],"BPR":[116],"function":[119],"with":[120],"power":[121],"coefficient":[122],"p.":[123],"case":[127],"p=1,":[128],"closed":[130,173],"form":[131,174],"solutions":[132],"derived.":[135],"Three":[136],"cases":[137],"eleven":[139],"subcases":[140],"classified":[143],"concerning":[144],"dependence":[146],"expected":[148],"total":[149],"times":[151],"attitude":[155],"regime.":[159,198],"general":[162],"condition":[163],"p>0,":[164],"although":[165],"not":[168],"able":[169],"derive":[171],"solutions,":[175],"proved":[177],"results":[180],"qualitatively":[182],"unchanged.":[183],"We":[184],"studied":[186],"benefit":[188],"gains/losses":[189],"by":[190],"shifting":[191],"from":[192],"The":[199],"circumstance":[200],"under":[201],"is":[205,213],"beneficial":[206],"has":[207],"identified.":[209],"A":[210],"numerical":[211],"analysis":[212],"conducted":[214],"further":[216],"illustrate":[217],"theoretical":[219],"findings.":[220]},"counts_by_year":[],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}