{"id":"https://openalex.org/W3176479839","doi":"https://doi.org/10.1109/tmc.2021.3091148","title":"Data-Driven Transportation Network Company Vehicle Scheduling With Users\u2019 Location Differential Privacy Preservation","display_name":"Data-Driven Transportation Network Company Vehicle Scheduling With Users\u2019 Location Differential Privacy Preservation","publication_year":2021,"publication_date":"2021-06-22","ids":{"openalex":"https://openalex.org/W3176479839","doi":"https://doi.org/10.1109/tmc.2021.3091148","mag":"3176479839"},"language":"en","primary_location":{"id":"doi:10.1109/tmc.2021.3091148","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmc.2021.3091148","pdf_url":null,"source":{"id":"https://openalex.org/S69141925","display_name":"IEEE Transactions on Mobile Computing","issn_l":"1536-1233","issn":["1536-1233","1558-0660","2161-9875"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Mobile Computing","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/A5100319962","display_name":"Xinyue Zhang","orcid":"https://orcid.org/0000-0002-4243-083X"},"institutions":[{"id":"https://openalex.org/I44461941","display_name":"University of Houston","ror":"https://ror.org/048sx0r50","country_code":"US","type":"education","lineage":["https://openalex.org/I44461941"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xinyue Zhang","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Houston, Houston, TX, USA"],"raw_orcid":"https://orcid.org/0000-0002-4243-083X","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Houston, Houston, TX, USA","institution_ids":["https://openalex.org/I44461941"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100319501","display_name":"Jingyi Wang","orcid":"https://orcid.org/0000-0002-4988-5626"},"institutions":[{"id":"https://openalex.org/I71838634","display_name":"San Francisco State University","ror":"https://ror.org/05ykr0121","country_code":"US","type":"education","lineage":["https://openalex.org/I71838634"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jingyi Wang","raw_affiliation_strings":["Computer Science Department, San Francisco State University, San Francisco, CA, USA"],"raw_orcid":"https://orcid.org/0000-0002-4988-5626","affiliations":[{"raw_affiliation_string":"Computer Science Department, San Francisco State University, San Francisco, CA, USA","institution_ids":["https://openalex.org/I71838634"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100458455","display_name":"Haijun Zhang","orcid":"https://orcid.org/0000-0002-0236-6482"},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haijun Zhang","raw_affiliation_strings":["Institute of Artificial Intelligence, Beijing Advanced Innovation Center for Materials Genome Engineering, Beijing Engineering and Technology Research Center for Convergence Networks and Ubiquitous Services, University of Science and Technology Beijing, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-0236-6482","affiliations":[{"raw_affiliation_string":"Institute of Artificial Intelligence, Beijing Advanced Innovation Center for Materials Genome Engineering, Beijing Engineering and Technology Research Center for Convergence Networks and Ubiquitous Services, University of Science and Technology Beijing, Beijing, China","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100782093","display_name":"Lixin Li","orcid":"https://orcid.org/0000-0002-9980-2649"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lixin Li","raw_affiliation_strings":["School of Electronics and Information, Northwestern Polytechnical University, Xi'an, China"],"raw_orcid":"https://orcid.org/0000-0002-9980-2649","affiliations":[{"raw_affiliation_string":"School of Electronics and Information, Northwestern Polytechnical University, Xi'an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047722991","display_name":"Miao Pan","orcid":"https://orcid.org/0000-0003-2138-4413"},"institutions":[{"id":"https://openalex.org/I44461941","display_name":"University of Houston","ror":"https://ror.org/048sx0r50","country_code":"US","type":"education","lineage":["https://openalex.org/I44461941"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Miao Pan","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Houston, Houston, TX, USA"],"raw_orcid":"https://orcid.org/0000-0003-2138-4413","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Houston, Houston, TX, USA","institution_ids":["https://openalex.org/I44461941"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063667378","display_name":"Zhu Han","orcid":"https://orcid.org/0000-0002-6606-5822"},"institutions":[{"id":"https://openalex.org/I35928602","display_name":"Kyung Hee University","ror":"https://ror.org/01zqcg218","country_code":"KR","type":"education","lineage":["https://openalex.org/I35928602"]},{"id":"https://openalex.org/I44461941","display_name":"University of Houston","ror":"https://ror.org/048sx0r50","country_code":"US","type":"education","lineage":["https://openalex.org/I44461941"]}],"countries":["KR","US"],"is_corresponding":false,"raw_author_name":"Zhu Han","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Houston, Houston, TX, USA","Department of Computer Science and Engineering, Kyung Hee University, Seoul, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-6606-5822","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Houston, Houston, TX, USA","institution_ids":["https://openalex.org/I44461941"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Kyung Hee University, Seoul, South Korea","institution_ids":["https://openalex.org/I35928602"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0259,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.73179452,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"22","issue":"2","first_page":"813","last_page":"823"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11942","display_name":"Transportation and Mobility Innovations","score":0.9994999766349792,"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":0.9994999766349792,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"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/computer-science","display_name":"Computer science","score":0.7817665338516235},{"id":"https://openalex.org/keywords/differential-privacy","display_name":"Differential privacy","score":0.7817482948303223},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.4843091070652008},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.47965008020401},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.44284120202064514},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3714122176170349},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1063789427280426}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7817665338516235},{"id":"https://openalex.org/C23130292","wikidata":"https://www.wikidata.org/wiki/Q5275358","display_name":"Differential privacy","level":2,"score":0.7817482948303223},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4843091070652008},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.47965008020401},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.44284120202064514},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3714122176170349},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1063789427280426},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tmc.2021.3091148","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmc.2021.3091148","pdf_url":null,"source":{"id":"https://openalex.org/S69141925","display_name":"IEEE Transactions on Mobile Computing","issn_l":"1536-1233","issn":["1536-1233","1558-0660","2161-9875"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Mobile Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2273964084","display_name":null,"funder_award_id":"CNS1717454","funder_id":"https://openalex.org/F4320335353","funder_display_name":"National Science Foundation of Sri Lanka"},{"id":"https://openalex.org/G3094966838","display_name":null,"funder_award_id":"CNS-1801925","funder_id":"https://openalex.org/F4320335353","funder_display_name":"National Science Foundation of Sri Lanka"},{"id":"https://openalex.org/G3325918464","display_name":null,"funder_award_id":"CNS-1731424","funder_id":"https://openalex.org/F4320335353","funder_display_name":"National Science Foundation of Sri Lanka"},{"id":"https://openalex.org/G3352534975","display_name":null,"funder_award_id":"61822104","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3554202431","display_name":null,"funder_award_id":"EARS-1839818","funder_id":"https://openalex.org/F4320335353","funder_display_name":"National Science Foundation of Sri Lanka"},{"id":"https://openalex.org/G376770816","display_name":"\u9762\u5411\u8d85\u91cf\u4fe1\u606f\u65f6\u53d8\u4f20\u8f93\u7684\u8d85\u5bc6\u96c6\u5f02\u6784\u7f51\u7edc\u65e0\u7ebf\u8d44\u6e90\u7ba1\u7406\u7b56\u7565\u7814\u7a76","funder_award_id":"61771044","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7758496514","display_name":null,"funder_award_id":"CNS-1702850","funder_id":"https://openalex.org/F4320335353","funder_display_name":"National Science Foundation of Sri Lanka"},{"id":"https://openalex.org/G8133724804","display_name":null,"funder_award_id":"CNS-2029569","funder_id":"https://openalex.org/F4320335353","funder_display_name":"National Science Foundation of Sri Lanka"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335353","display_name":"National Science Foundation of Sri Lanka","ror":"https://ror.org/010xaa060"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1516898087","https://openalex.org/W1849004785","https://openalex.org/W1873763122","https://openalex.org/W1914411570","https://openalex.org/W1923372423","https://openalex.org/W1976993400","https://openalex.org/W1994952354","https://openalex.org/W2001347093","https://openalex.org/W2013390525","https://openalex.org/W2025533349","https://openalex.org/W2025766355","https://openalex.org/W2027352171","https://openalex.org/W2053801139","https://openalex.org/W2064054831","https://openalex.org/W2074189935","https://openalex.org/W2082894754","https://openalex.org/W2087583752","https://openalex.org/W2109426455","https://openalex.org/W2116347193","https://openalex.org/W2405277303","https://openalex.org/W2490096848","https://openalex.org/W2604253054","https://openalex.org/W2606302477","https://openalex.org/W2620479485","https://openalex.org/W2762786854","https://openalex.org/W2903252039","https://openalex.org/W2909896054","https://openalex.org/W3009080896","https://openalex.org/W3106047101","https://openalex.org/W3123953956","https://openalex.org/W6685996685"],"related_works":["https://openalex.org/W3038283795","https://openalex.org/W2604501336","https://openalex.org/W2734500670","https://openalex.org/W2558166297","https://openalex.org/W2315671126","https://openalex.org/W798507144","https://openalex.org/W2964481303","https://openalex.org/W2571704763","https://openalex.org/W1751413323","https://openalex.org/W3206394311"],"abstract_inverted_index":{"With":[0],"the":[1,51,72,77,92,98,102,115,124,139,152,155,161,170,176,180,193],"popularity":[2],"of":[3,21,53,58,143,154],"mobile":[4],"devices":[5],"with":[6],"global":[7],"positioning":[8],"system":[9],"(GPS),":[10],"transportation":[11],"network":[12],"company":[13],"(TNC)":[14],"service":[15,59,187],"has":[16],"become":[17],"an":[18,108],"indispensable":[19],"option":[20],"people's":[22],"daily":[23],"commute.":[24],"However,":[25],"it":[26],"also":[27],"provides":[28],"opportunities":[29],"for":[30,104,188],"malicious":[31],"parties":[32],"to":[33,43,70,90,97,118,150],"compromise":[34],"TNC":[35,45,54,73,78,93,105,177,189,194],"users\u2019":[36,46,79,94,120,195],"location":[37,47,80,196],"privacy.":[38,82,197],"There":[39],"are":[40],"great":[41],"challenges":[42],"preserve":[44],"privacy":[48],"while":[49,75,191],"improving":[50],"revenue":[52,126,182],"and":[55,133,159,183],"its":[56],"quality":[57],"(QoS).":[60],"To":[61],"address":[62],"this":[63],"issue,":[64],"we":[65,84,113,146],"propose":[66],"a":[67,185],"novel":[68],"scheme":[69,158,172],"schedule":[71,175],"vehicles":[74,106],"preserving":[76],"differential":[81,99],"Briefly,":[83],"add":[85],"high":[86],"dimensional":[87],"Laplace":[88],"noises":[89],"guarantee":[91],"geo-indistinguishability.":[95],"Due":[96],"private":[100],"obfuscation,":[101],"demand":[103,121],"in":[107],"area":[109],"becomes":[110],"uncertain.":[111],"Thus,":[112],"employ":[114],"data-driven":[116],"approach":[117],"characterize":[119],"uncertainty,":[122],"formulate":[123],"TNC's":[125,181],"maximization":[127],"problem":[128],"into":[129],"risk-averse":[130],"stochastic":[131],"programming,":[132],"provide":[134,184],"corresponding":[135],"feasible":[136],"solutions.":[137],"Using":[138],"released":[140],"public":[141],"data":[142],"Didi":[144],"Chuxing,":[145],"conduct":[147],"extensive":[148],"simulations":[149],"evaluate":[151],"performance":[153],"proposed":[156,171],"scheduling":[157],"compare":[160],"results":[162,167],"under":[163],"different$\\zeta$-structure":[164],"metrics.":[165],"The":[166],"show":[168],"that":[169],"can":[173],"efficiently":[174],"vehicles,":[178],"maximize":[179],"better":[186],"users":[190],"protecting":[192]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":5}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}