{"id":"https://openalex.org/W4308650839","doi":"https://doi.org/10.1145/3570958","title":"ForETaxi: Data-Driven Fleet-Oriented Charging Resource Allocation in Large-Scale Electric Taxi Networks","display_name":"ForETaxi: Data-Driven Fleet-Oriented Charging Resource Allocation in Large-Scale Electric Taxi Networks","publication_year":2022,"publication_date":"2022-11-09","ids":{"openalex":"https://openalex.org/W4308650839","doi":"https://doi.org/10.1145/3570958"},"language":"en","primary_location":{"id":"doi:10.1145/3570958","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3570958","pdf_url":null,"source":{"id":"https://openalex.org/S170502224","display_name":"ACM Transactions on Sensor Networks","issn_l":"1550-4859","issn":["1550-4859","1550-4867"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Sensor Networks","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/A5100451759","display_name":"Guang Wang","orcid":"https://orcid.org/0000-0002-7739-7945"},"institutions":[{"id":"https://openalex.org/I103163165","display_name":"Florida State University","ror":"https://ror.org/05g3dte14","country_code":"US","type":"education","lineage":["https://openalex.org/I103163165"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Guang Wang","raw_affiliation_strings":["Florida State University, Tallahassee, FL, USA"],"affiliations":[{"raw_affiliation_string":"Florida State University, Tallahassee, FL, USA","institution_ids":["https://openalex.org/I103163165"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048623520","display_name":"Yuefei Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yuefei Chen","raw_affiliation_strings":["Columbia University in the city of New York, New York City, NY, USA"],"affiliations":[{"raw_affiliation_string":"Columbia University in the city of New York, New York City, NY, USA","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101919798","display_name":"Shuai Wang","orcid":"https://orcid.org/0000-0001-6458-7865"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuai Wang","raw_affiliation_strings":["Southeast University, Nanjing, Jiangsu, China"],"affiliations":[{"raw_affiliation_string":"Southeast University, Nanjing, Jiangsu, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100403420","display_name":"Fan Zhang","orcid":"https://orcid.org/0000-0001-9664-5177"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fan Zhang","raw_affiliation_strings":["SIAT, CAS &amp; Shenzhen Beidou Intelligent Technology Co., Ltd., Shenzhen, Guangdong, China"],"affiliations":[{"raw_affiliation_string":"SIAT, CAS &amp; Shenzhen Beidou Intelligent Technology Co., Ltd., Shenzhen, Guangdong, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100603762","display_name":"Desheng Zhang","orcid":"https://orcid.org/0000-0001-9307-8736"},"institutions":[{"id":"https://openalex.org/I102322142","display_name":"Rutgers, The State University of New Jersey","ror":"https://ror.org/05vt9qd57","country_code":"US","type":"education","lineage":["https://openalex.org/I102322142"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Desheng Zhang","raw_affiliation_strings":["Rutgers University, Piscataway, NJ, USA"],"affiliations":[{"raw_affiliation_string":"Rutgers University, Piscataway, NJ, USA","institution_ids":["https://openalex.org/I102322142"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100451759"],"corresponding_institution_ids":["https://openalex.org/I103163165"],"apc_list":null,"apc_paid":null,"fwci":0.7747,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.69123069,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"19","issue":"3","first_page":"1","last_page":"25"},"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/T10768","display_name":"Electric Vehicles and Infrastructure","score":0.9990000128746033,"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/T13553","display_name":"Age of Information Optimization","score":0.9932000041007996,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/taxis","display_name":"Taxis","score":0.9081026315689087},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7269570827484131},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.5305628776550293},{"id":"https://openalex.org/keywords/queueing-theory","display_name":"Queueing theory","score":0.5138493180274963},{"id":"https://openalex.org/keywords/global-positioning-system","display_name":"Global Positioning System","score":0.4784819483757019},{"id":"https://openalex.org/keywords/electric-vehicle","display_name":"Electric vehicle","score":0.47775784134864807},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4464320242404938},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.432400643825531},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3482212424278259},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.2590298652648926},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.19226595759391785},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.18086230754852295},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.0927596390247345},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08395937085151672}],"concepts":[{"id":"https://openalex.org/C183373512","wikidata":"https://www.wikidata.org/wiki/Q949618","display_name":"Taxis","level":2,"score":0.9081026315689087},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7269570827484131},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.5305628776550293},{"id":"https://openalex.org/C22684755","wikidata":"https://www.wikidata.org/wiki/Q847526","display_name":"Queueing theory","level":2,"score":0.5138493180274963},{"id":"https://openalex.org/C60229501","wikidata":"https://www.wikidata.org/wiki/Q18822","display_name":"Global Positioning System","level":2,"score":0.4784819483757019},{"id":"https://openalex.org/C2776422217","wikidata":"https://www.wikidata.org/wiki/Q13629441","display_name":"Electric vehicle","level":3,"score":0.47775784134864807},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4464320242404938},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.432400643825531},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3482212424278259},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.2590298652648926},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.19226595759391785},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.18086230754852295},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0927596390247345},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08395937085151672},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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:10.1145/3570958","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3570958","pdf_url":null,"source":{"id":"https://openalex.org/S170502224","display_name":"ACM Transactions on Sensor Networks","issn_l":"1550-4859","issn":["1550-4859","1550-4867"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Sensor Networks","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W1550669880","https://openalex.org/W2024060531","https://openalex.org/W2054910456","https://openalex.org/W2064118075","https://openalex.org/W2094515435","https://openalex.org/W2101823987","https://openalex.org/W2106403424","https://openalex.org/W2126194848","https://openalex.org/W2336603544","https://openalex.org/W2567950790","https://openalex.org/W2571097389","https://openalex.org/W2587450589","https://openalex.org/W2761545465","https://openalex.org/W2786946190","https://openalex.org/W2787278293","https://openalex.org/W2788134583","https://openalex.org/W2808816737","https://openalex.org/W2911064742","https://openalex.org/W2961269959","https://openalex.org/W2965312081","https://openalex.org/W2973014043","https://openalex.org/W2982903005","https://openalex.org/W3011772092","https://openalex.org/W3030390164","https://openalex.org/W3047868431","https://openalex.org/W3084423993","https://openalex.org/W3107249032","https://openalex.org/W3112327909","https://openalex.org/W3131664395","https://openalex.org/W3132822088","https://openalex.org/W3135506433","https://openalex.org/W3145916988","https://openalex.org/W3168877454","https://openalex.org/W3175030070","https://openalex.org/W3202727299","https://openalex.org/W3203551307","https://openalex.org/W4235929402","https://openalex.org/W4254635580","https://openalex.org/W4280532583","https://openalex.org/W4283219976","https://openalex.org/W4285282861","https://openalex.org/W4290927701","https://openalex.org/W4313017280"],"related_works":["https://openalex.org/W2731640799","https://openalex.org/W3145095895","https://openalex.org/W2594548639","https://openalex.org/W4387544810","https://openalex.org/W2978498151","https://openalex.org/W2782837293","https://openalex.org/W2388377527","https://openalex.org/W565532978","https://openalex.org/W1946755446","https://openalex.org/W3101290669"],"abstract_inverted_index":{"Charging":[0],"processes":[1],"are":[2],"the":[3,48,66,72,102,107,132,154,188,201,209],"key":[4],"to":[5,15,71,100,187],"promoting":[6],"electric":[7,95,129,169],"taxis":[8,96,130],"and":[9,19,45,161,176,206],"improving":[10],"their":[11,137],"operational":[12],"efficiency":[13],"due":[14],"frequent":[16],"charging":[17,21,25,37,41,59,75,85,89,104,119,124,177,203],"activities":[18],"long":[20],"time.":[22,141],"Nevertheless,":[23],"optimizing":[24],"resource":[26,90],"allocation":[27,91],"in":[28,131,139,200,208],"real":[29,140],"time":[30,204,211],"is":[31],"extremely":[32],"challenging":[33],"because":[34],"of":[35,43,47,111,126,150],"uneven":[36],"demand/supply":[38],"distributions,":[39],"heuristic-based":[40],"behaviors":[42],"drivers,":[44],"city-scale":[46],"fleets.":[49],"The":[50,180],"existing":[51],"solutions":[52],"have":[53],"utilized":[54],"real-time":[55],"contextual":[56],"information":[57],"for":[58,88,94,106],"recommendation,":[60],"but":[61,121],"they":[62],"do":[63],"not":[64,116],"consider":[65],"much-richer":[67],"fleet":[68],"information,":[69],"leading":[70],"suboptimal":[73],"individual-based":[74,190],"recommendation.":[76],"In":[77],"this":[78],"paper,":[79],"we":[80,144],"design":[81],"a":[82],"data-driven":[83,181],"fleet-oriented":[84,194],"recommendation":[86,191],"system":[87],"called":[92],"ForETaxi":[93,114,146,195],",":[97],"which":[98],"aims":[99],"minimize":[101],"overall":[103],"overhead":[105],"entire":[108],"fleet,":[109],"instead":[110],"individual":[112],"vehicles.":[113],"considers":[115],"only":[117],"current":[118],"requests":[120,125],"also":[122],"possible":[123],"other":[127],"nearby":[128],"near":[133],"future":[134],"by":[135,198],"inferring":[136],"status":[138],"More":[142],"importantly,":[143],"implement":[145],"with":[147,172],"multiple":[148],"types":[149],"sensor":[151],"data":[152,164,175],"from":[153,165],"Chinese":[155],"Shenzhen":[156],"city":[157],"including":[158],"GPS":[159],"data,":[160],"taxi":[162],"transaction":[163],"more":[166],"than":[167],"13,000":[168],"taxis,":[170],"combined":[171],"road":[173],"network":[174],"station":[178],"data.":[179],"evaluation":[182],"results":[183],"show":[184],"that":[185],"compared":[186],"state-of-the-art":[189],"methods,":[192],"our":[193],"outperforms":[196],"them":[197],"16%":[199],"total":[202],"reduction":[205],"82%":[207],"queuing":[210],"reduction.":[212]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
