{"id":"https://openalex.org/W2336603544","doi":"https://doi.org/10.1109/tits.2016.2539201","title":"Real-Time Charging Station Recommendation System for Electric-Vehicle Taxis","display_name":"Real-Time Charging Station Recommendation System for Electric-Vehicle Taxis","publication_year":2016,"publication_date":"2016-04-14","ids":{"openalex":"https://openalex.org/W2336603544","doi":"https://doi.org/10.1109/tits.2016.2539201","mag":"2336603544"},"language":"en","primary_location":{"id":"doi:10.1109/tits.2016.2539201","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2016.2539201","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/A5078102345","display_name":"Zhiyong Tian","orcid":"https://orcid.org/0000-0001-7113-9702"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhiyong Tian","raw_affiliation_strings":["School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102709988","display_name":"Taeho Jung","orcid":"https://orcid.org/0000-0001-5873-0629"},"institutions":[{"id":"https://openalex.org/I180949307","display_name":"Illinois Institute of Technology","ror":"https://ror.org/037t3ry66","country_code":"US","type":"education","lineage":["https://openalex.org/I180949307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Taeho Jung","raw_affiliation_strings":["Department of Computer Science, Illinois Institute of Technology, Chicago, IL, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Illinois Institute of Technology, Chicago, IL, USA","institution_ids":["https://openalex.org/I180949307"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100666531","display_name":"Yi Wang","orcid":"https://orcid.org/0009-0001-4176-7342"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Wang","raw_affiliation_strings":["School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100403478","display_name":"Fan Zhang","orcid":"https://orcid.org/0000-0002-5576-7271"},"institutions":[{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fan Zhang","raw_affiliation_strings":["Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China","institution_ids":["https://openalex.org/I4210145761"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103113390","display_name":"Lai Tu","orcid":"https://orcid.org/0000-0002-1478-8738"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lai Tu","raw_affiliation_strings":["School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012773300","display_name":"Chengzhong Xu","orcid":"https://orcid.org/0000-0001-9480-0356"},"institutions":[{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengzhong Xu","raw_affiliation_strings":["Wayne State University and Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Wayne State University and Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China","institution_ids":["https://openalex.org/I4210145761"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100751736","display_name":"Chen Tian","orcid":"https://orcid.org/0000-0003-2710-7628"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chen Tian","raw_affiliation_strings":["State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100341802","display_name":"Xiang\u2010Yang Li","orcid":"https://orcid.org/0000-0002-6070-6625"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiang-Yang Li","raw_affiliation_strings":["School of Computer Science and Technology, University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5078102345"],"corresponding_institution_ids":["https://openalex.org/I47720641"],"apc_list":null,"apc_paid":null,"fwci":12.1173,"has_fulltext":false,"cited_by_count":224,"citation_normalized_percentile":{"value":0.98918743,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"17","issue":"11","first_page":"3098","last_page":"3109"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10768","display_name":"Electric Vehicles and Infrastructure","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10768","display_name":"Electric Vehicles and Infrastructure","score":1.0,"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"}},{"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/T10298","display_name":"Urban Transport and Accessibility","score":0.9894000291824341,"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/taxis","display_name":"Taxis","score":0.9833065271377563},{"id":"https://openalex.org/keywords/charging-station","display_name":"Charging station","score":0.6603546142578125},{"id":"https://openalex.org/keywords/global-positioning-system","display_name":"Global Positioning System","score":0.6468923091888428},{"id":"https://openalex.org/keywords/revenue","display_name":"Revenue","score":0.5908992886543274},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.5295377969741821},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48723235726356506},{"id":"https://openalex.org/keywords/electric-vehicle","display_name":"Electric vehicle","score":0.4552158713340759},{"id":"https://openalex.org/keywords/arrival-time","display_name":"Arrival time","score":0.43119096755981445},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.34898048639297485},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.30284833908081055},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.2796686291694641},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.12459999322891235},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.08337229490280151}],"concepts":[{"id":"https://openalex.org/C183373512","wikidata":"https://www.wikidata.org/wiki/Q949618","display_name":"Taxis","level":2,"score":0.9833065271377563},{"id":"https://openalex.org/C2779607880","wikidata":"https://www.wikidata.org/wiki/Q2140665","display_name":"Charging station","level":4,"score":0.6603546142578125},{"id":"https://openalex.org/C60229501","wikidata":"https://www.wikidata.org/wiki/Q18822","display_name":"Global Positioning System","level":2,"score":0.6468923091888428},{"id":"https://openalex.org/C195487862","wikidata":"https://www.wikidata.org/wiki/Q850210","display_name":"Revenue","level":2,"score":0.5908992886543274},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.5295377969741821},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48723235726356506},{"id":"https://openalex.org/C2776422217","wikidata":"https://www.wikidata.org/wiki/Q13629441","display_name":"Electric vehicle","level":3,"score":0.4552158713340759},{"id":"https://openalex.org/C3017552255","wikidata":"https://www.wikidata.org/wiki/Q4135208","display_name":"Arrival time","level":2,"score":0.43119096755981445},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.34898048639297485},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.30284833908081055},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2796686291694641},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.12459999322891235},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.08337229490280151},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tits.2016.2539201","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2016.2539201","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":[],"awards":[{"id":"https://openalex.org/G4317195494","display_name":null,"funder_award_id":"CNS 1526638","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5948590182","display_name":null,"funder_award_id":"CMMI 1436786","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6043401331","display_name":null,"funder_award_id":"U1401258","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8816917257","display_name":null,"funder_award_id":"2014CFB1007","funder_id":"https://openalex.org/F4320322186","funder_display_name":"Natural Science Foundation of Hubei Province"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322186","display_name":"Natural Science Foundation of Hubei Province","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1465304330","https://openalex.org/W1604400008","https://openalex.org/W1969454839","https://openalex.org/W1977555722","https://openalex.org/W1980649904","https://openalex.org/W1992820633","https://openalex.org/W1997086230","https://openalex.org/W1998111738","https://openalex.org/W2000076073","https://openalex.org/W2000525593","https://openalex.org/W2002048403","https://openalex.org/W2007582728","https://openalex.org/W2007656380","https://openalex.org/W2007942860","https://openalex.org/W2008950003","https://openalex.org/W2028249289","https://openalex.org/W2033979290","https://openalex.org/W2036798366","https://openalex.org/W2083814253","https://openalex.org/W2088077079","https://openalex.org/W2091662152","https://openalex.org/W2106403424","https://openalex.org/W2115594466","https://openalex.org/W2130837404","https://openalex.org/W2167245050","https://openalex.org/W2240477015","https://openalex.org/W2320605067","https://openalex.org/W2335251155","https://openalex.org/W6626020500","https://openalex.org/W6652429913","https://openalex.org/W6657399314","https://openalex.org/W6672703751","https://openalex.org/W6690217077"],"related_works":["https://openalex.org/W2114323843","https://openalex.org/W2070240758","https://openalex.org/W2336603544","https://openalex.org/W2492209946","https://openalex.org/W2362149433","https://openalex.org/W4378211444","https://openalex.org/W2156399915","https://openalex.org/W4310614479","https://openalex.org/W1589315572","https://openalex.org/W2981497404"],"abstract_inverted_index":{"Electric":[0],"vehicle":[1],"(EV)":[2],"taxis":[3,20,193,266],"have":[4],"been":[5],"introduced":[6],"into":[7],"the":[8,39,42,46,69,74,83,89,98,102,107,131,171,211,240,261],"public":[9],"transportation":[10],"systems":[11],"to":[12,38,58,81,97,121,141,239],"increase":[13],"EV":[14,26,111,192,202,226,265],"market":[15],"penetration.":[16],"Different":[17],"from":[18],"regular":[19],"that":[21,88,139,162,237,251],"can":[22,30,92,134,147,232,259],"refuel":[23],"in":[24,68,151,156,170,269],"minutes,":[25],"taxis'":[27],"recharging":[28,205,246],"cycles":[29],"be":[31,93,135,148],"as":[32,34,175,177],"long":[33,40,60],"one":[35,51,138],"hour.":[36],"Due":[37],"cycle,":[41],"bad":[43,137],"decision":[44,103],"on":[45,221],"charging":[47,54,76,187,235],"station,":[48],"i.e.,":[49],"choosing":[50,73],"without":[52,126],"empty":[53],"piles,":[55],"may":[56],"lead":[57],"a":[59,94,117,123,127,136,165,185,229,234],"waiting":[61,85,90,143,173],"time":[62,91,174,243,254,263],"of":[63,109,116,215,264],"more":[64,142],"than":[65],"an":[66,225],"hour":[67],"worst":[70],"case.":[71],"Therefore,":[72],"right":[75],"station":[77,124,188,236],"is":[78,120,218,255],"very":[79],"important":[80],"reduce":[82,260],"overall":[84],"time.":[86,144],"Considering":[87],"nonnegligible":[95],"portion":[96],"total":[99,242],"work":[100],"hours,":[101],"will":[104],"naturally":[105],"affect":[106],"revenue":[108],"individual":[110],"taxis.":[112],"The":[113],"current":[114,152,212],"practice":[115],"taxi":[118,154,217,227],"driver":[119],"choose":[122],"heuristically":[125],"global":[128],"knowledge.":[129],"However,":[130],"heuristical":[132],"choice":[133],"leads":[140,238],"Such":[145],"cases":[146],"easily":[149],"observed":[150],"collected":[153],"data":[155,197],"Shenzhen,":[157],"China.":[158],"Our":[159],"analysis":[160],"shows":[161],"there":[163],"exists":[164],"large":[166,176],"room":[167],"for":[168,191,224],"improvement":[169],"extra":[172],"30":[178],"min/driver.":[179],"In":[180],"this":[181,222],"paper,":[182],"we":[183,231],"provide":[184],"real-time":[186,208],"recommendation":[189],"system":[190],"via":[194],"large-scale":[195],"GPS":[196,209],"mining.":[198],"By":[199],"combining":[200],"each":[201,216],"taxi's":[203],"historical":[204],"events":[206],"and":[207,258],"trajectories,":[210],"operational":[213],"state":[214],"predicted.":[219],"Based":[220],"information,":[223],"requesting":[228],"recommendation,":[230],"recommend":[233],"minimal":[241],"before":[244],"its":[245],"starts.":[247],"Extensive":[248],"experiments":[249],"verified":[250],"our":[252],"predicted":[253],"relatively":[256],"accurate":[257],"cost":[262],"by":[267],"50%":[268],"Shenzhen.":[270]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":18},{"year":2024,"cited_by_count":29},{"year":2023,"cited_by_count":17},{"year":2022,"cited_by_count":34},{"year":2021,"cited_by_count":26},{"year":2020,"cited_by_count":33},{"year":2019,"cited_by_count":24},{"year":2018,"cited_by_count":21},{"year":2017,"cited_by_count":18},{"year":2016,"cited_by_count":2}],"updated_date":"2026-03-25T14:56:36.534964","created_date":"2025-10-10T00:00:00"}