{"id":"https://openalex.org/W4388878535","doi":"https://doi.org/10.1109/jiot.2023.3335292","title":"Large-Scale Mixed Traffic Control Using Dynamic Vehicle Routing and Privacy-Preserving Crowdsourcing","display_name":"Large-Scale Mixed Traffic Control Using Dynamic Vehicle Routing and Privacy-Preserving Crowdsourcing","publication_year":2023,"publication_date":"2023-11-21","ids":{"openalex":"https://openalex.org/W4388878535","doi":"https://doi.org/10.1109/jiot.2023.3335292"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2023.3335292","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2023.3335292","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","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/A5019585260","display_name":"Dawei Wang","orcid":"https://orcid.org/0000-0003-2440-220X"},"institutions":[{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":true,"raw_author_name":"Dawei Wang","raw_affiliation_strings":["Department of Computer Science and TransGP, The University of Hong Kong, Pokfulam, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and TransGP, The University of Hong Kong, Pokfulam, Hong Kong","institution_ids":["https://openalex.org/I889458895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103113423","display_name":"Weizi Li","orcid":"https://orcid.org/0000-0002-0780-738X"},"institutions":[{"id":"https://openalex.org/I75027704","display_name":"University of Tennessee at Knoxville","ror":"https://ror.org/020f3ap87","country_code":"US","type":"education","lineage":["https://openalex.org/I75027704"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Weizi Li","raw_affiliation_strings":["Min H. Kao Department of Electrical Engineering and Computer Science, University of Tennessee, Knoxville, TN, USA"],"affiliations":[{"raw_affiliation_string":"Min H. Kao Department of Electrical Engineering and Computer Science, University of Tennessee, Knoxville, TN, USA","institution_ids":["https://openalex.org/I75027704"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076812698","display_name":"Jia Pan","orcid":"https://orcid.org/0000-0001-9003-2054"},"institutions":[{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Jia Pan","raw_affiliation_strings":["Department of Computer Science and TransGP, The University of Hong Kong, Pokfulam, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and TransGP, The University of Hong Kong, Pokfulam, Hong Kong","institution_ids":["https://openalex.org/I889458895"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5019585260"],"corresponding_institution_ids":["https://openalex.org/I889458895"],"apc_list":null,"apc_paid":null,"fwci":3.8616,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.93647238,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"11","issue":"2","first_page":"1981","last_page":"1989"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9998000264167786,"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"}},{"id":"https://openalex.org/T10524","display_name":"Traffic control and management","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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":0.9987000226974487,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.801628589630127},{"id":"https://openalex.org/keywords/crowdsourcing","display_name":"Crowdsourcing","score":0.6965452432632446},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.4750927686691284},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.450735479593277},{"id":"https://openalex.org/keywords/crowds","display_name":"Crowds","score":0.4500088393688202},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.42460817098617554},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3959525227546692},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.2607174515724182},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16736212372779846}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.801628589630127},{"id":"https://openalex.org/C62230096","wikidata":"https://www.wikidata.org/wiki/Q275969","display_name":"Crowdsourcing","level":2,"score":0.6965452432632446},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.4750927686691284},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.450735479593277},{"id":"https://openalex.org/C2777852691","wikidata":"https://www.wikidata.org/wiki/Q13430821","display_name":"Crowds","level":2,"score":0.4500088393688202},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.42460817098617554},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3959525227546692},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2607174515724182},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16736212372779846},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2023.3335292","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2023.3335292","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8199999928474426,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[{"id":"https://openalex.org/G1394366052","display_name":null,"funder_award_id":"IIS-2153426","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320309480","display_name":"Nvidia","ror":"https://ror.org/03jdj4y14"},{"id":"https://openalex.org/F4320309541","display_name":"University of Tennessee","ror":"https://ror.org/00xzqjh13"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1485459693","https://openalex.org/W1585538041","https://openalex.org/W1829285201","https://openalex.org/W1982978808","https://openalex.org/W2117618130","https://openalex.org/W2138198492","https://openalex.org/W2313076811","https://openalex.org/W2324428474","https://openalex.org/W2579495707","https://openalex.org/W2602395709","https://openalex.org/W2739457923","https://openalex.org/W2769601620","https://openalex.org/W2771027356","https://openalex.org/W2799816670","https://openalex.org/W2904529603","https://openalex.org/W2963358464","https://openalex.org/W2980922956","https://openalex.org/W2994635822","https://openalex.org/W3189163924","https://openalex.org/W3193464862","https://openalex.org/W3208909666","https://openalex.org/W4249224151","https://openalex.org/W4309742796","https://openalex.org/W4311367158","https://openalex.org/W4319303083","https://openalex.org/W4401416044","https://openalex.org/W4403306493","https://openalex.org/W6600981286","https://openalex.org/W6746015598","https://openalex.org/W6776120197","https://openalex.org/W6849476248","https://openalex.org/W6850730396"],"related_works":["https://openalex.org/W3032998312","https://openalex.org/W135177976","https://openalex.org/W4384486036","https://openalex.org/W1503094549","https://openalex.org/W2337920774","https://openalex.org/W4286908577","https://openalex.org/W2886410948","https://openalex.org/W2025875869","https://openalex.org/W4318823662","https://openalex.org/W3207526114"],"abstract_inverted_index":{"Controlling":[0],"and":[1,27,31,52,72,103],"coordinating":[2,32],"urban":[3],"traffic":[4,35,47,69,95],"flow":[5],"through":[6],"robot":[7],"vehicles":[8,134],"is":[9],"emerging":[10],"as":[11],"a":[12,37,62,66,73,83],"novel":[13],"transportation":[14],"paradigm":[15],"for":[16,44],"the":[17,118,128,136],"future.":[18],"While":[19],"this":[20],"approach":[21],"garners":[22],"growing":[23],"attention":[24],"from":[25],"researchers":[26],"practitioners,":[28],"effectively":[29],"managing":[30],"large-scale":[33,45,105],"mixed":[34,46,106],"remains":[36],"challenge.":[38],"We":[39,78],"introduce":[40],"an":[41],"effective":[42],"framework":[43,57,81,92,114],"control":[48],"via":[49],"privacy-preserving":[50,74],"crowdsourcing":[51],"dynamic":[53],"vehicle":[54],"routing.":[55],"Our":[56],"consists":[58],"of":[59,132],"three":[60],"modules:":[61],"privacy-protecting":[63],"crowdsensing":[64],"method,":[65,71],"graph":[67],"propagation-based":[68],"forecasting":[70],"route":[75],"selection":[76],"mechanism.":[77],"evaluate":[79],"our":[80,91,113],"using":[82],"real-world":[84],"road":[85],"network.":[86],"The":[87],"results":[88],"show":[89],"that":[90],"accurately":[93],"forecasts":[94],"flow,":[96],"efficiently":[97],"mitigates":[98],"network-wide":[99],"RV":[100,119],"shortage":[101,120],"issue,":[102],"coordinates":[104],"traffic.":[107],"Compared":[108],"to":[109,123,139],"other":[110],"baseline":[111],"methods,":[112],"not":[115],"only":[116],"reduces":[117,127],"issue":[121],"up":[122,138],"69.4%":[124],"but":[125],"also":[126],"average":[129],"waiting":[130],"time":[131],"all":[133],"in":[135],"network":[137],"27%.":[140]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":14},{"year":2024,"cited_by_count":10}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
