{"id":"https://openalex.org/W3088760996","doi":"https://doi.org/10.1109/tits.2020.3019791","title":"Utility-Based Matching of Vehicles and Hybrid Requests on Rider Demand Responsive Systems","display_name":"Utility-Based Matching of Vehicles and Hybrid Requests on Rider Demand Responsive Systems","publication_year":2020,"publication_date":"2020-09-23","ids":{"openalex":"https://openalex.org/W3088760996","doi":"https://doi.org/10.1109/tits.2020.3019791","mag":"3088760996"},"language":"en","primary_location":{"id":"doi:10.1109/tits.2020.3019791","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2020.3019791","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/A5085904657","display_name":"Yongxuan Lai","orcid":"https://orcid.org/0000-0002-2883-0781"},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongxuan Lai","raw_affiliation_strings":["Department of Software Engineering, School of Informatics, Xiamen University, Xiamen, China","Shenzhen Research Institute, Xiamen University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-2883-0781","affiliations":[{"raw_affiliation_string":"Department of Software Engineering, School of Informatics, Xiamen University, Xiamen, China","institution_ids":["https://openalex.org/I191208505"]},{"raw_affiliation_string":"Shenzhen Research Institute, Xiamen University, Shenzhen, China","institution_ids":["https://openalex.org/I191208505"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056482696","display_name":"Shipeng Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shipeng Yang","raw_affiliation_strings":["Department of Software Engineering, School of Informatics, Xiamen University, Xiamen, China","Shenzhen Research Institute, Xiamen University, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Software Engineering, School of Informatics, Xiamen University, Xiamen, China","institution_ids":["https://openalex.org/I191208505"]},{"raw_affiliation_string":"Shenzhen Research Institute, Xiamen University, Shenzhen, China","institution_ids":["https://openalex.org/I191208505"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018424036","display_name":"Anshu Xiong","orcid":null},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Anshu Xiong","raw_affiliation_strings":["Department of Software Engineering, School of Informatics, Xiamen University, Xiamen, China","Shenzhen Research Institute, Xiamen University, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Software Engineering, School of Informatics, Xiamen University, Xiamen, China","institution_ids":["https://openalex.org/I191208505"]},{"raw_affiliation_string":"Shenzhen Research Institute, Xiamen University, Shenzhen, China","institution_ids":["https://openalex.org/I191208505"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045825296","display_name":"Fan Yang","orcid":"https://orcid.org/0000-0002-3523-1138"},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fan Yang","raw_affiliation_strings":["Department of Automation, Shenzhen Research Institute, Xiamen University, Xiamen, China","Xiamen Key Laboratory of Big Data Intelligent Analysis and Decision-Marking, Xiamen University, Xiamen, China"],"raw_orcid":"https://orcid.org/0000-0002-3523-1138","affiliations":[{"raw_affiliation_string":"Department of Automation, Shenzhen Research Institute, Xiamen University, Xiamen, China","institution_ids":["https://openalex.org/I191208505"]},{"raw_affiliation_string":"Xiamen Key Laboratory of Big Data Intelligent Analysis and Decision-Marking, Xiamen University, Xiamen, China","institution_ids":["https://openalex.org/I191208505"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011172578","display_name":"Lei Li","orcid":"https://orcid.org/0000-0002-1386-767X"},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]},{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Lei Li","raw_affiliation_strings":["School of Information Technology and Electrical Engineering, University of Queensland, Brisbane, Australia"],"raw_orcid":"https://orcid.org/0000-0002-1386-767X","affiliations":[{"raw_affiliation_string":"School of Information Technology and Electrical Engineering, University of Queensland, Brisbane, Australia","institution_ids":["https://openalex.org/I160993911","https://openalex.org/I165143802"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011384237","display_name":"Xiaofang Zhou","orcid":"https://orcid.org/0000-0001-6343-1455"},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]},{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Xiaofang Zhou","raw_affiliation_strings":["School of Information Technology and Electrical Engineering, University of Queensland, Brisbane, Australia"],"raw_orcid":"https://orcid.org/0000-0001-6343-1455","affiliations":[{"raw_affiliation_string":"School of Information Technology and Electrical Engineering, University of Queensland, Brisbane, Australia","institution_ids":["https://openalex.org/I160993911","https://openalex.org/I165143802"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3965,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.63391276,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"23","issue":"2","first_page":"1058","last_page":"1072"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11942","display_name":"Transportation and Mobility Innovations","score":1.0,"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/T11942","display_name":"Transportation and Mobility Innovations","score":1.0,"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/T10698","display_name":"Transportation Planning and Optimization","score":0.9986000061035156,"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/T12546","display_name":"Smart Parking Systems Research","score":0.9980000257492065,"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/bipartite-graph","display_name":"Bipartite graph","score":0.792482852935791},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.740955114364624},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5956517457962036},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.48742154240608215},{"id":"https://openalex.org/keywords/flow-network","display_name":"Flow network","score":0.4836600720882416},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.4281699061393738},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3434109687805176},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.30747437477111816},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.25605788826942444},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.20067989826202393},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18581023812294006},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.13753187656402588}],"concepts":[{"id":"https://openalex.org/C197657726","wikidata":"https://www.wikidata.org/wiki/Q174733","display_name":"Bipartite graph","level":3,"score":0.792482852935791},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.740955114364624},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5956517457962036},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.48742154240608215},{"id":"https://openalex.org/C114809511","wikidata":"https://www.wikidata.org/wiki/Q1412924","display_name":"Flow network","level":2,"score":0.4836600720882416},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.4281699061393738},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3434109687805176},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.30747437477111816},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.25605788826942444},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.20067989826202393},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18581023812294006},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.13753187656402588},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tits.2020.3019791","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2020.3019791","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"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-119258","is_oa":false,"landing_page_url":"https://repository.hkust.edu.hk/ir/Record/1783.1-119258","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"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":"Article"},{"id":"pmh:oai:espace.library.uq.edu.au:UQ:baecf01","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402388","display_name":"Queensland's institutional digital repository (The University of Queensland)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I165143802","host_organization_name":"The University of Queensland","host_organization_lineage":["https://openalex.org/I165143802"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2401902918","display_name":"Making Spatiotemporal Data More Useful: An Entity Linking Approach","funder_award_id":"DP200103650","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"},{"id":"https://openalex.org/G296933058","display_name":null,"funder_award_id":"2018J01097","funder_id":"https://openalex.org/F4320321878","funder_display_name":"Natural Science Foundation of Fujian Province"},{"id":"https://openalex.org/G6628833624","display_name":"Real-time Analytics on Urban Trajectory Data for Road Traffic Management","funder_award_id":"LP180100018","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"},{"id":"https://openalex.org/G6998267762","display_name":null,"funder_award_id":"61673324","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8681864030","display_name":"\u8f66\u8f7d\u7f51\u7edc\u73af\u5883\u4e0b\u57fa\u4e8e\u96fe\u8ba1\u7b97\u6a21\u5f0f\u7684\u9002\u5e94\u6027\u6570\u636e\u6536\u96c6\u6280\u672f\u7814\u7a76","funder_award_id":"61672441","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8820337412","display_name":"ARC Training Centre for Information Resilience","funder_award_id":"IC200100022","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321878","display_name":"Natural Science Foundation of Fujian Province","ror":null},{"id":"https://openalex.org/F4320334704","display_name":"Australian Research Council","ror":"https://ror.org/05mmh0f86"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1923372423","https://openalex.org/W1946208861","https://openalex.org/W1965089786","https://openalex.org/W1969483458","https://openalex.org/W1976993400","https://openalex.org/W1977153226","https://openalex.org/W1977556410","https://openalex.org/W1980402561","https://openalex.org/W1989750313","https://openalex.org/W1993912146","https://openalex.org/W2022163094","https://openalex.org/W2048790997","https://openalex.org/W2064332653","https://openalex.org/W2151489238","https://openalex.org/W2156767060","https://openalex.org/W2227557434","https://openalex.org/W2525830997","https://openalex.org/W2613597768","https://openalex.org/W2753741836","https://openalex.org/W2760815050","https://openalex.org/W2794474861","https://openalex.org/W2796934112","https://openalex.org/W2896628661","https://openalex.org/W2950334145","https://openalex.org/W3013365237","https://openalex.org/W3139172074","https://openalex.org/W6682630424","https://openalex.org/W6792319920"],"related_works":["https://openalex.org/W2953461625","https://openalex.org/W2567825307","https://openalex.org/W4295762832","https://openalex.org/W1592682627","https://openalex.org/W2785998768","https://openalex.org/W2945016732","https://openalex.org/W2371352078","https://openalex.org/W2362975861","https://openalex.org/W2054458431","https://openalex.org/W2804963084"],"abstract_inverted_index":{"In":[0,106],"rider":[1,130],"demand":[2,9],"responsive":[3],"systems":[4],"riders":[5],"submit":[6],"requests":[7,15,95,131,239,250],"to":[8,122,154,164,229,257],"transit":[10],"services":[11],"and":[12,16,41,65,91,169,175,185,201,232,237,244,249,255,276,284],"the":[13,21,50,60,70,77,93,102,124,142,145,151,188,206,214,218,223,227,235,241,245,259,266,272,278,298,304],"incoming":[14],"vehicles":[17,40,176,248],"are":[18,177,197,209],"matched":[19],"by":[20,29],"system.":[22],"This":[23],"demand-responsive":[24,103],"transport":[25,104],"problem":[26,38,127,143],"is":[27,72,84,226],"viewed":[28],"existing":[30,44,138,294],"research":[31],"as":[32,179,199,203],"a":[33,98,133,155,166,182],"kind":[34],"of":[35,52,62,190,205,220,300],"spatial":[36],"matching":[37,53,71,92,126,153,215,274],"between":[39,247],"riders.":[42],"However,":[43],"schemes":[45],"mainly":[46],"focus":[47],"on":[48,89,132,303],"maximizing":[49],"number":[51],"pairs.":[54],"It":[55],"neglects":[56],"other":[57],"factors":[58,186],"like":[59,187],"length":[61,189],"pickup":[63,191],"trajectories":[64],"riders\u2019":[66,193,279],"waiting":[67,194,280],"time.":[68,306],"And":[69],"not":[73,86],"revocable,":[74],"which":[75,162,208],"loses":[76],"chance":[78],"for":[79],"further":[80],"optimizations.":[81],"Moreover,":[82],"there":[83],"still":[85],"much":[87],"work":[88],"handling":[90],"appointment-based":[94,129,238,273],"that":[96,140,265],"play":[97],"key":[99],"role":[100],"in":[101,181],"market.":[105],"this":[107],"article,":[108],"we":[109,149],"propose":[110],"an":[111],"algorithm":[112,268],"called":[113],"BMCF":[114],"(":[115],"<italic":[116,156],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[117,157],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">Bipartite":[118],"Minimal-Cost":[119],"Flow</i>":[120],")":[121],"solve":[123],"taxi-rider":[125],"with":[128,293],"time-dependent":[134],"road":[135],"network.":[136],"Unlike":[137],"solutions":[139],"map":[141],"into":[144,211],"max":[146],"flow":[147,160],"problem,":[148],"transform":[150],"optimal":[152],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">minimal":[158],"cost":[159,299],"problem</i>":[161],"aims":[163],"maximize":[165],"utility":[167],"value":[168],"could":[170,251],"be":[171,252],"solved":[172],"efficiently.":[173],"Riders":[174],"modeled":[178],"vertices":[180],"bipartite":[183],"graph,":[184],"trajectories,":[192],"time,":[195],"etc.":[196],"abstracted":[198],"utilities":[200],"denoted":[202],"weights":[204],"edges":[207],"taken":[210],"account":[212],"during":[213],"process.":[216],"To":[217],"best":[219],"our":[221],"knowledge,":[222],"proposed":[224,267],"scheme":[225],"first":[228],"efficiently":[230],"integrate":[231],"process":[233],"both":[234],"real-time":[236],"within":[240],"same":[242],"framework,":[243],"assignments":[246],"dynamically":[253],"adjusted":[254],"revoked":[256],"maximise":[258],"overall":[260],"utility.":[261],"Experimental":[262],"results":[263],"show":[264],"can":[269],"effectively":[270],"increase":[271,302],"ratio":[275],"decrease":[277],"time":[281,289],"(>":[282,290],"10.4%)":[283],"vacant":[285],"vehicles\u2019":[286],"picking":[287],"up":[288],"60.9%)":[291],"compared":[292],"schemes,":[295],"while":[296],"at":[297],"acceptable":[301],"running":[305]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-14T08:27:34.040176","created_date":"2025-10-10T00:00:00"}