{"id":"https://openalex.org/W2999216150","doi":"https://doi.org/10.1109/access.2020.2964097","title":"Route Choice Considering Hybrid Regret and Utility Modeling Under Big Data Context","display_name":"Route Choice Considering Hybrid Regret and Utility Modeling Under Big Data Context","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W2999216150","doi":"https://doi.org/10.1109/access.2020.2964097","mag":"2999216150"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.2964097","doi":"https://doi.org/10.1109/access.2020.2964097","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2964097","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/08950139.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","jufo-1","ki-jl-1","norway-1","oarl","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/08950139.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100324955","display_name":"Dawei Li","orcid":"https://orcid.org/0000-0002-5936-2116","observed_orcids":["https://orcid.org/0000-0002-5936-2116"]},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dawei Li","raw_affiliation_strings":["Jiangsu Key Laboratory of Urban ITS, Jiangsu Province Collaborative Innovation Center of Modern Urban Traffic, School of Transportation, Southeast University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-5936-2116","affiliations":[{"raw_affiliation_string":"Jiangsu Key Laboratory of Urban ITS, Jiangsu Province Collaborative Innovation Center of Modern Urban Traffic, School of Transportation, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061611494","display_name":"Yuchen Song","orcid":"https://orcid.org/0000-0002-4356-1145","observed_orcids":["https://orcid.org/0000-0002-4356-1145"]},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuchen Song","raw_affiliation_strings":["Jiangsu Key Laboratory of Urban ITS, Jiangsu Province Collaborative Innovation Center of Modern Urban Traffic, School of Transportation, Southeast University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-4356-1145","affiliations":[{"raw_affiliation_string":"Jiangsu Key Laboratory of Urban ITS, Jiangsu Province Collaborative Innovation Center of Modern Urban Traffic, School of Transportation, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I76569877"],"apc_list":{"value":1750,"currency":"USD","value_usd":1750},"apc_paid":{"value":1750,"currency":"USD","value_usd":1750},"fwci":0.4461,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.71160497,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"8","issue":null,"first_page":"7817","last_page":"7828"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10698","display_name":"Transportation Planning and Optimization","score":0.9711999893188477,"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":0.9711999893188477,"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/T10841","display_name":"Economic and Environmental Valuation","score":0.012199999764561653,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10315","display_name":"Decision-Making and Behavioral Economics","score":0.003800000064074993,"subfield":{"id":"https://openalex.org/subfields/1800","display_name":"General Decision Sciences"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/route-choice","display_name":"route choice","score":0.9300000071525574},{"id":"https://openalex.org/keywords/random-regret-minimization","display_name":"random regret minimization","score":0.9150000214576721},{"id":"https://openalex.org/keywords/random-utility-maximization","display_name":"random utility maximization","score":0.9959999918937683},{"id":"https://openalex.org/keywords/stated-preference-survey","display_name":"stated preference survey","score":0.7360000014305115},{"id":"https://openalex.org/keywords/independence-of-irrelevant-alternatives","display_name":"independence of irrelevant alternatives","score":0.9570000171661377},{"id":"https://openalex.org/keywords/compromise-effect","display_name":"compromise effect","score":0.9879999756813049},{"id":"https://openalex.org/keywords/travel-behavior-modeling","display_name":"travel behavior modeling","score":0.5709999799728394},{"id":"https://openalex.org/keywords/guangzhou","display_name":"Guangzhou","score":0.5640000104904175}],"concepts":[{"id":"https://openalex.org/C50817715","wikidata":"https://www.wikidata.org/wiki/Q79895177","display_name":"Regret","level":2,"score":0.8675165176391602},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6703212857246399},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6064832210540771},{"id":"https://openalex.org/C2776225642","wikidata":"https://www.wikidata.org/wiki/Q3150644","display_name":"Independence of irrelevant alternatives","level":3,"score":0.5238525867462158},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.48019468784332275},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.3776269555091858},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3314915895462036},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3230782747268677},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.29414626955986023},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19510269165039062},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.17966654896736145},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C2780339515","wikidata":"https://www.wikidata.org/wiki/Q3074698","display_name":"Arrow","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.2964097","doi":"https://doi.org/10.1109/access.2020.2964097","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2964097","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/08950139.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","jufo-1","ki-jl-1","norway-1","oarl","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:22701046fad246cfaade3188acd7a547","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/22701046fad246cfaade3188acd7a547","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,"listed_in":[],"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":"IEEE Access, Vol 8, Pp 7817-7828 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.2964097","doi":"https://doi.org/10.1109/access.2020.2964097","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2964097","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/08950139.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","jufo-1","ki-jl-1","norway-1","oarl","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.7250000238418579,"id":"https://metadata.un.org/sdg/11"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G1617519183","display_name":null,"funder_award_id":"51608115","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1932429895","display_name":null,"funder_award_id":"G-YZ1R","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2960441996","display_name":null,"funder_award_id":"PolyU 15212217","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G310521333","display_name":null,"funder_award_id":"G-YZ1R","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G3191391245","display_name":null,"funder_award_id":"2018YFB1600900","funder_id":"https://openalex.org/F4320326182","funder_display_name":"Six Talent Peaks Project in Jiangsu Province"},{"id":"https://openalex.org/G3547678403","display_name":null,"funder_award_id":"71971056","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3580227888","display_name":null,"funder_award_id":"XNYQC-003","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G4272091993","display_name":null,"funder_award_id":"51608115","funder_id":"https://openalex.org/F4320326182","funder_display_name":"Six Talent Peaks Project in Jiangsu Province"},{"id":"https://openalex.org/G5024418569","display_name":null,"funder_award_id":"71971056","funder_id":"https://openalex.org/F4320326182","funder_display_name":"Six Talent Peaks Project in Jiangsu Province"},{"id":"https://openalex.org/G5271002633","display_name":null,"funder_award_id":"G-YZ1R","funder_id":"https://openalex.org/F4320326182","funder_display_name":"Six Talent Peaks Project in Jiangsu Province"},{"id":"https://openalex.org/G5738884649","display_name":null,"funder_award_id":"2018YFB1600900","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G5976146012","display_name":null,"funder_award_id":"XNYQC-003","funder_id":"https://openalex.org/F4320326182","funder_display_name":"Six Talent Peaks Project in Jiangsu Province"},{"id":"https://openalex.org/G6461211120","display_name":null,"funder_award_id":"71971056","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G6838973735","display_name":null,"funder_award_id":"PolyU 15212217","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G7014449121","display_name":null,"funder_award_id":"51608115","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G7394413618","display_name":null,"funder_award_id":"2018YFB1600900","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7706376900","display_name":null,"funder_award_id":"G-YZ1R","funder_id":"https://openalex.org/F4320323540","funder_display_name":"Society of Hong Kong Scholars"},{"id":"https://openalex.org/G8030001945","display_name":null,"funder_award_id":"15212217","funder_id":"https://openalex.org/F4320322598","funder_display_name":"Hong Kong Polytechnic University"},{"id":"https://openalex.org/G8043278534","display_name":null,"funder_award_id":"PolyU 15212217","funder_id":"https://openalex.org/F4320321592","funder_display_name":"Research Grants Council, University Grants Committee"},{"id":"https://openalex.org/G8138139331","display_name":null,"funder_award_id":"XNYQC-003","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8309555443","display_name":null,"funder_award_id":"PolyU 15212217","funder_id":"https://openalex.org/F4320326182","funder_display_name":"Six Talent Peaks Project in Jiangsu Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321592","display_name":"Research Grants Council, University Grants Committee","ror":"https://ror.org/00djwmt25"},{"id":"https://openalex.org/F4320321605","display_name":"Government of Jiangsu Province","ror":"https://ror.org/004svx814"},{"id":"https://openalex.org/F4320322598","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98"},{"id":"https://openalex.org/F4320323540","display_name":"Society of Hong Kong Scholars","ror":"https://ror.org/03gffcv79"},{"id":"https://openalex.org/F4320326182","display_name":"Six Talent Peaks Project in Jiangsu Province","ror":null},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2999216150.pdf","grobid_xml":"https://content.openalex.org/works/W2999216150.grobid-xml"},"referenced_works_count":31,"referenced_works":["https://openalex.org/W1859757623","https://openalex.org/W1972187458","https://openalex.org/W1973063495","https://openalex.org/W1981175275","https://openalex.org/W2008661606","https://openalex.org/W2062360625","https://openalex.org/W2072634777","https://openalex.org/W2077173115","https://openalex.org/W2093102276","https://openalex.org/W2138790218","https://openalex.org/W2147113089","https://openalex.org/W2257472396","https://openalex.org/W2312292178","https://openalex.org/W2354181934","https://openalex.org/W2489171637","https://openalex.org/W2547160503","https://openalex.org/W2756624799","https://openalex.org/W2799865351","https://openalex.org/W2800104018","https://openalex.org/W2889823197","https://openalex.org/W2892954034","https://openalex.org/W2894714913","https://openalex.org/W2900954282","https://openalex.org/W2909229858","https://openalex.org/W2910125189","https://openalex.org/W2912985636","https://openalex.org/W2924961201","https://openalex.org/W2929569684","https://openalex.org/W2935562688","https://openalex.org/W2950981837","https://openalex.org/W2974754585"],"related_works":["https://openalex.org/W2147113089","https://openalex.org/W2387155940","https://openalex.org/W2018648412","https://openalex.org/W2050592678","https://openalex.org/W640690290","https://openalex.org/W2142642791","https://openalex.org/W3161549607","https://openalex.org/W2886710652","https://openalex.org/W2612245255","https://openalex.org/W619257180"],"abstract_inverted_index":{"There":[0],"are":[1],"two":[2],"ways":[3],"to":[4,28,37,57,79,106,120,155,180],"predict":[5],"and":[6,16,70,82,108,167],"evaluate":[7],"decision-makers'":[8],"route":[9,54],"choice":[10,55],"behavior:":[11],"random":[12,17],"utility":[13],"maximization":[14],"(RUM)":[15],"regret":[18,33,92,153],"minimization":[19],"(RRM).":[20],"In":[21],"this":[22,50],"paper,":[23],"the":[24,30,45,74,84,91,96,110,122,130,134,143,149,157,191],"main":[25,60],"purpose":[26],"is":[27,77,118,178],"use":[29],"characteristics":[31],"of":[32,47,62,66,129,132,148,173,188],"weight":[34,154],"in":[35,116],"GRRM":[36],"get":[38,127,156],"a":[39,53,102,176,185],"hybrid":[40,85,158],"RUM-RRM":[41],"model.":[42,111],"To":[43],"illustrate":[44],"asymmetry":[46],"RRM":[48,150],"model,":[49,159],"paper":[51],"uses":[52],"case":[56],"interpret":[58,80],"three":[59],"properties":[61],"RRM-based":[63],"model:":[64],"independence":[65],"irrelevant":[67],"alternatives,":[68],"semi-compensatory":[69],"compromise":[71],"effect.":[72],"Then":[73],"same":[75],"scenario":[76],"used":[78,101,119,179],"why":[81],"how":[83],"model":[86,145,165],"can":[87,126,161],"be":[88],"obtained":[89],"from":[90],"weight.":[93],"What's":[94],"more,":[95],"current":[97],"empirical":[98],"studies":[99],"only":[100],"stated":[103,135],"preference":[104],"survey":[105,136],"test":[107,121],"estimate":[109],"So":[112],"GPS-based":[113],"big":[114],"data":[115],"Guangzhou":[117],"aforementioned":[123],"models,":[124,151],"which":[125],"rid":[128],"weakness":[131],"using":[133,152],"data.":[137],"The":[138],"result":[139],"shows":[140],"that":[141],"although":[142],"RUM":[144],"outperforms":[146],"most":[147],"it":[160],"also":[162],"find":[163],"better":[164,186],"fitness":[166],"coefficients":[168],"consistent":[169],"with":[170],"our":[171],"understanding":[172],"attributes.":[174],"Finally,":[175],"value":[177],"help":[181],"traffic":[182],"designers":[183],"choose":[184],"position":[187],"U-turn":[189],"on":[190],"road.":[192]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":2}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2020-01-23T00:00:00"}