{"id":"https://openalex.org/W2946767588","doi":"https://doi.org/10.1109/tits.2019.2905579","title":"A Mixed Path Size Logit-Based Taxi Customer-Search Model Considering Spatio-Temporal Factors in Route Choice","display_name":"A Mixed Path Size Logit-Based Taxi Customer-Search Model Considering Spatio-Temporal Factors in Route Choice","publication_year":2019,"publication_date":"2019-05-13","ids":{"openalex":"https://openalex.org/W2946767588","doi":"https://doi.org/10.1109/tits.2019.2905579","mag":"2946767588"},"language":"en","primary_location":{"id":"doi:10.1109/tits.2019.2905579","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2019.2905579","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Intelligent Transportation Systems","raw_type":"journal-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/A5077763192","display_name":"Jinjun Tang","orcid":"https://orcid.org/0000-0002-5172-387X"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jinjun Tang","raw_affiliation_strings":["School of Traffic and Transportation Engineering, Central South University, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0002-5172-387X","affiliations":[{"raw_affiliation_string":"School of Traffic and Transportation Engineering, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100397304","display_name":"Yiwei Wang","orcid":"https://orcid.org/0000-0001-5921-2575"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]},{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]},{"id":"https://openalex.org/I58610484","display_name":"Seattle University","ror":"https://ror.org/02jqc0m91","country_code":"US","type":"education","lineage":["https://openalex.org/I58610484"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Yiwei Wang","raw_affiliation_strings":["Department of Civil and Environmental Engineering, University of Washington, Seattle, USA","School of Traffic and Transportation Engineering, Central South University, Changsha, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil and Environmental Engineering, University of Washington, Seattle, USA","institution_ids":["https://openalex.org/I201448701","https://openalex.org/I58610484"]},{"raw_affiliation_string":"School of Traffic and Transportation Engineering, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043011100","display_name":"Wei Hao","orcid":"https://orcid.org/0000-0002-9301-8765"},"institutions":[{"id":"https://openalex.org/I56934997","display_name":"Changsha University of Science and Technology","ror":"https://ror.org/03yph8055","country_code":"CN","type":"education","lineage":["https://openalex.org/I56934997"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Hao","raw_affiliation_strings":["School of Transportation Engineering, Changsha University of Science and Technology, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0002-9301-8765","affiliations":[{"raw_affiliation_string":"School of Transportation Engineering, Changsha University of Science and Technology, Changsha, China","institution_ids":["https://openalex.org/I56934997"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100453133","display_name":"Fang Liu","orcid":"https://orcid.org/0000-0003-4832-3709"},"institutions":[{"id":"https://openalex.org/I56934997","display_name":"Changsha University of Science and Technology","ror":"https://ror.org/03yph8055","country_code":"CN","type":"education","lineage":["https://openalex.org/I56934997"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fang Liu","raw_affiliation_strings":["School of Transportation Engineering, Changsha University of Science and Technology, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0003-4832-3709","affiliations":[{"raw_affiliation_string":"School of Transportation Engineering, Changsha University of Science and Technology, Changsha, China","institution_ids":["https://openalex.org/I56934997"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016357519","display_name":"Helai Huang","orcid":"https://orcid.org/0000-0003-2334-4124"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Helai Huang","raw_affiliation_strings":["School of Traffic and Transportation Engineering, Central South University, Changsha, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Traffic and Transportation Engineering, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012268687","display_name":"Yinhai Wang","orcid":"https://orcid.org/0000-0002-4180-5628"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]},{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]},{"id":"https://openalex.org/I58610484","display_name":"Seattle University","ror":"https://ror.org/02jqc0m91","country_code":"US","type":"education","lineage":["https://openalex.org/I58610484"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Yinhai Wang","raw_affiliation_strings":["Department of Civil and Environmental Engineering, University of Washington, Seattle, USA","School of Traffic and Transportation Engineering, Central South University, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0002-4180-5628","affiliations":[{"raw_affiliation_string":"Department of Civil and Environmental Engineering, University of Washington, Seattle, USA","institution_ids":["https://openalex.org/I201448701","https://openalex.org/I58610484"]},{"raw_affiliation_string":"School of Traffic and Transportation Engineering, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5077763192"],"corresponding_institution_ids":["https://openalex.org/I139660479"],"apc_list":null,"apc_paid":null,"fwci":9.773,"has_fulltext":false,"cited_by_count":39,"citation_normalized_percentile":{"value":0.97522966,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"21","issue":"4","first_page":"1347","last_page":"1358"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10698","display_name":"Transportation Planning and Optimization","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9998000264167786,"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/T12306","display_name":"Urban and Freight Transport Logistics","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/beijing","display_name":"Beijing","score":0.7880554795265198},{"id":"https://openalex.org/keywords/intersection","display_name":"Intersection (aeronautics)","score":0.709231972694397},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.60334312915802},{"id":"https://openalex.org/keywords/path","display_name":"Path (computing)","score":0.5583370923995972},{"id":"https://openalex.org/keywords/global-positioning-system","display_name":"Global Positioning System","score":0.5151311159133911},{"id":"https://openalex.org/keywords/multinomial-logistic-regression","display_name":"Multinomial logistic regression","score":0.5074977278709412},{"id":"https://openalex.org/keywords/logit","display_name":"Logit","score":0.44512954354286194},{"id":"https://openalex.org/keywords/mixed-logit","display_name":"Mixed logit","score":0.43806999921798706},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.39275527000427246},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.3417493999004364},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.2976788282394409},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.20237404108047485},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17954981327056885},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.148372620344162},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.11800941824913025},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.11774143576622009}],"concepts":[{"id":"https://openalex.org/C2778304055","wikidata":"https://www.wikidata.org/wiki/Q657474","display_name":"Beijing","level":3,"score":0.7880554795265198},{"id":"https://openalex.org/C64543145","wikidata":"https://www.wikidata.org/wiki/Q162942","display_name":"Intersection (aeronautics)","level":2,"score":0.709231972694397},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.60334312915802},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.5583370923995972},{"id":"https://openalex.org/C60229501","wikidata":"https://www.wikidata.org/wiki/Q18822","display_name":"Global Positioning System","level":2,"score":0.5151311159133911},{"id":"https://openalex.org/C117568660","wikidata":"https://www.wikidata.org/wiki/Q1650843","display_name":"Multinomial logistic regression","level":2,"score":0.5074977278709412},{"id":"https://openalex.org/C140331021","wikidata":"https://www.wikidata.org/wiki/Q1868104","display_name":"Logit","level":2,"score":0.44512954354286194},{"id":"https://openalex.org/C95057490","wikidata":"https://www.wikidata.org/wiki/Q6883984","display_name":"Mixed logit","level":3,"score":0.43806999921798706},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.39275527000427246},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.3417493999004364},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.2976788282394409},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.20237404108047485},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17954981327056885},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.148372620344162},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.11800941824913025},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.11774143576622009},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C191935318","wikidata":"https://www.wikidata.org/wiki/Q148","display_name":"China","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tits.2019.2905579","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2019.2905579","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Intelligent Transportation Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8100000023841858,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[{"id":"https://openalex.org/G1089877810","display_name":null,"funder_award_id":"140050005","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G2521069896","display_name":null,"funder_award_id":"51808057","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5952476370","display_name":null,"funder_award_id":"2019JJ30026","funder_id":"https://openalex.org/F4320322843","funder_display_name":"Natural Science Foundation of\u00a0Hunan Province"},{"id":"https://openalex.org/G6763667895","display_name":null,"funder_award_id":"71701215","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8953428335","display_name":null,"funder_award_id":"502045002","funder_id":"https://openalex.org/F4320321514","funder_display_name":"Central South University"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321514","display_name":"Central South University","ror":"https://ror.org/00f1zfq44"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320322843","display_name":"Natural Science Foundation of\u00a0Hunan Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W74175302","https://openalex.org/W829701196","https://openalex.org/W1859757623","https://openalex.org/W1964612884","https://openalex.org/W1971580404","https://openalex.org/W1972955000","https://openalex.org/W1973508784","https://openalex.org/W1987311694","https://openalex.org/W1994912512","https://openalex.org/W2002390094","https://openalex.org/W2022911179","https://openalex.org/W2049174624","https://openalex.org/W2049412363","https://openalex.org/W2065195978","https://openalex.org/W2073825512","https://openalex.org/W2078303604","https://openalex.org/W2095128033","https://openalex.org/W2097431444","https://openalex.org/W2103189491","https://openalex.org/W2108610625","https://openalex.org/W2142334939","https://openalex.org/W2143021593","https://openalex.org/W2163445923","https://openalex.org/W2276592414","https://openalex.org/W2306968429","https://openalex.org/W2337281148","https://openalex.org/W2773621706","https://openalex.org/W2793770515","https://openalex.org/W2801376377","https://openalex.org/W2889166715","https://openalex.org/W4233777236","https://openalex.org/W4237459092","https://openalex.org/W6603006029","https://openalex.org/W6623257432","https://openalex.org/W6674562406"],"related_works":["https://openalex.org/W3180544191","https://openalex.org/W2029807096","https://openalex.org/W3010863738","https://openalex.org/W1600556093","https://openalex.org/W137235230","https://openalex.org/W1985068329","https://openalex.org/W4255254380","https://openalex.org/W2027354766","https://openalex.org/W3145637190","https://openalex.org/W1558746179"],"abstract_inverted_index":{"This":[0],"paper":[1],"introduces":[2],"a":[3,35],"model":[4,41,130,160,179],"to":[5,44,146],"analyze":[6,45,163],"route":[7,46,54,165],"choice":[8,47,166],"behavior":[9,167],"of":[10,24,33,53,134,142,150],"taxi":[11,101,118],"drivers":[12],"for":[13],"finding":[14],"next":[15],"passenger":[16],"in":[17,30,84,120,139,168],"urban":[18],"road":[19],"network.":[20],"Considering":[21],"the":[22,31,85,87,108,110,129,140,148,151,158,164],"situation":[23],"path":[25,37,59,65,68,92],"overlapping":[26],"between":[27],"selected":[28,145],"routes":[29],"process":[32,170],"customer-searching,":[34],"mixed":[36],"size":[38],"logit":[39,178],"(MPSL)":[40],"is":[42,74,144],"proposed":[43,152],"behaviors":[48],"through":[49],"considering":[50],"spatio-temporal":[51],"features":[52],"including":[55],"customer":[56,71],"generation":[57,72],"rate,":[58],"travel":[60,89,93],"time,":[61],"cumulative":[62],"intersection":[63,88],"delay,":[64],"distance,":[66],"and":[67,91,171,180],"size.":[69],"Specially,":[70],"rate":[73],"defined":[75],"as":[76],"attraction":[77],"strength":[78],"based":[79,97],"on":[80,98],"historical":[81],"pick-up":[82],"records":[83],"route,":[86],"delay":[90],"time":[94],"are":[95],"estimated":[96],"large":[99],"scaled":[100],"global":[102],"positioning":[103],"system":[104],"(GPS)":[105],"trajectories.":[106],"In":[107,128],"experiment,":[109],"GPS":[111],"data":[112],"were":[113],"collected":[114],"from":[115],"about":[116],"36000":[117],"vehicles":[119],"Beijing":[121,143],"at":[122],"30-s":[123],"interval":[124],"during":[125],"six":[126],"months.":[127],"application,":[131],"an":[132],"area":[133],"approximately":[135],"10":[136],"square":[137],"kilometers":[138],"center":[141],"demonstrate":[147],"effectiveness":[149],"model.":[153,183],"The":[154],"results":[155],"indicated":[156],"that":[157],"MPSL":[159],"could":[161],"effectively":[162],"customer-searching":[169],"express":[172],"higher":[173],"accuracy":[174],"than":[175],"traditional":[176],"multinomial":[177],"basic":[181],"PSL":[182]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":13},{"year":2019,"cited_by_count":2}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}