{"id":"https://openalex.org/W3112327909","doi":"https://doi.org/10.1145/3393671","title":"Understanding the Long-Term Evolution of Electric Taxi Networks","display_name":"Understanding the Long-Term Evolution of Electric Taxi Networks","publication_year":2020,"publication_date":"2020-05-28","ids":{"openalex":"https://openalex.org/W3112327909","doi":"https://doi.org/10.1145/3393671","mag":"3112327909"},"language":"en","primary_location":{"id":"doi:10.1145/3393671","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3393671","pdf_url":null,"source":{"id":"https://openalex.org/S2492086750","display_name":"ACM Transactions on Intelligent Systems and Technology","issn_l":"2157-6904","issn":["2157-6904","2157-6912"],"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 Intelligent Systems and Technology","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/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":true,"raw_author_name":"Guang Wang","raw_affiliation_strings":["Department of Computer Science, Rutgers University, Piscataway, NJ, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Rutgers University, Piscataway, NJ, USA","institution_ids":["https://openalex.org/I102322142"]}]},{"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 8 Shenzhen Beidou Intelligent Technology Co., Ltd., Shenzhen, Guangdong, China"],"affiliations":[{"raw_affiliation_string":"SIAT, CAS 8 Shenzhen Beidou Intelligent Technology Co., Ltd., Shenzhen, Guangdong, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001122871","display_name":"Huijun Sun","orcid":"https://orcid.org/0000-0002-3989-7391"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huijun Sun","raw_affiliation_strings":["School of Traffic and Transportation, Beijing Jiaotong University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Traffic and Transportation, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101705851","display_name":"Yang Wang","orcid":"https://orcid.org/0000-0002-6079-7053"},"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":"Yang Wang","raw_affiliation_strings":["University of Science and Technology of China, Hefei, Anhui, China"],"affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, Hefei, Anhui, China","institution_ids":["https://openalex.org/I126520041"]}]},{"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/I102322142"],"apc_list":null,"apc_paid":null,"fwci":1.0065,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.77270747,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"11","issue":"4","first_page":"1","last_page":"27"},"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":0.9987999796867371,"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/T10698","display_name":"Transportation Planning and Optimization","score":0.9975000023841858,"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/contextualization","display_name":"Contextualization","score":0.729237973690033},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.639192521572113},{"id":"https://openalex.org/keywords/taxis","display_name":"Taxis","score":0.6225366592407227},{"id":"https://openalex.org/keywords/global-positioning-system","display_name":"Global Positioning System","score":0.5545210838317871},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4597592055797577},{"id":"https://openalex.org/keywords/electric-light","display_name":"Electric light","score":0.45462703704833984},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.3224003314971924},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.26633453369140625},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.12300148606300354},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11875781416893005}],"concepts":[{"id":"https://openalex.org/C2780712339","wikidata":"https://www.wikidata.org/wiki/Q5165204","display_name":"Contextualization","level":3,"score":0.729237973690033},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.639192521572113},{"id":"https://openalex.org/C183373512","wikidata":"https://www.wikidata.org/wiki/Q949618","display_name":"Taxis","level":2,"score":0.6225366592407227},{"id":"https://openalex.org/C60229501","wikidata":"https://www.wikidata.org/wiki/Q18822","display_name":"Global Positioning System","level":2,"score":0.5545210838317871},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4597592055797577},{"id":"https://openalex.org/C19643730","wikidata":"https://www.wikidata.org/wiki/Q1326621","display_name":"Electric light","level":2,"score":0.45462703704833984},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.3224003314971924},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.26633453369140625},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.12300148606300354},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11875781416893005},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C527412718","wikidata":"https://www.wikidata.org/wiki/Q855395","display_name":"Interpretation (philosophy)","level":2,"score":0.0},{"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:10.1145/3393671","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3393671","pdf_url":null,"source":{"id":"https://openalex.org/S2492086750","display_name":"ACM Transactions on Intelligent Systems and Technology","issn_l":"2157-6904","issn":["2157-6904","2157-6912"],"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 Intelligent Systems and Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5299999713897705,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G2447186399","display_name":null,"funder_award_id":"91846202,71931003","funder_id":"https://openalex.org/F4320327720","funder_display_name":"Foundation for Innovative Research Groups of the National Natural Science Foundation of China"},{"id":"https://openalex.org/G4613339836","display_name":null,"funder_award_id":"1849238,1932223","funder_id":"https://openalex.org/F4320315254","funder_display_name":"Innovative Research Group Project of the National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320315254","display_name":"Innovative Research Group Project of the National Natural Science Foundation of China","ror":null},{"id":"https://openalex.org/F4320327720","display_name":"Foundation for Innovative Research Groups of the National Natural Science Foundation of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W1550110740","https://openalex.org/W1550669880","https://openalex.org/W1782014188","https://openalex.org/W1995103535","https://openalex.org/W2071854025","https://openalex.org/W2106403424","https://openalex.org/W2112738128","https://openalex.org/W2116111642","https://openalex.org/W2126194848","https://openalex.org/W2140251882","https://openalex.org/W2215284045","https://openalex.org/W2282537201","https://openalex.org/W2333940476","https://openalex.org/W2336603544","https://openalex.org/W2467953227","https://openalex.org/W2511526250","https://openalex.org/W2515943586","https://openalex.org/W2525536947","https://openalex.org/W2526327368","https://openalex.org/W2554127530","https://openalex.org/W2571097389","https://openalex.org/W2656095251","https://openalex.org/W2734602906","https://openalex.org/W2761839202","https://openalex.org/W2768314999","https://openalex.org/W2770275145","https://openalex.org/W2778436536","https://openalex.org/W2783918973","https://openalex.org/W2787278293","https://openalex.org/W2795109643","https://openalex.org/W2795126082","https://openalex.org/W2799553053","https://openalex.org/W2808629802","https://openalex.org/W2808816737","https://openalex.org/W2886813916","https://openalex.org/W2898407664","https://openalex.org/W2907913542","https://openalex.org/W2911064742","https://openalex.org/W2955544938","https://openalex.org/W2965312081","https://openalex.org/W2973014043","https://openalex.org/W2980135659","https://openalex.org/W2982903005","https://openalex.org/W3010755189","https://openalex.org/W3092476034","https://openalex.org/W3117426587","https://openalex.org/W4232236091","https://openalex.org/W4254635580"],"related_works":["https://openalex.org/W1687432146","https://openalex.org/W1591874556","https://openalex.org/W2185608106","https://openalex.org/W3046258185","https://openalex.org/W1548083239","https://openalex.org/W3216994056","https://openalex.org/W2268232908","https://openalex.org/W2146570735","https://openalex.org/W205610463","https://openalex.org/W2114323843"],"abstract_inverted_index":{"Due":[0],"to":[1,17,38,58,73,158,204,241],"the":[2,30,59,68,75,90,96,99,144,160,163,168,212,220,230,239,243,246,255],"ever-growing":[3],"concerns":[4],"over":[5],"air":[6],"pollution":[7],"and":[8,12,42,53,80,119,136,140,146,170,188,217,235,253],"energy":[9],"security,":[10],"more":[11,13],"cities":[14],"have":[15],"started":[16],"replace":[18],"their":[19,117],"conventional":[20],"taxi":[21,40,55,93,102,114,165,180,185,232,251],"fleets":[22],"with":[23],"electric":[24,34,92,101,113,164,200,231,250],"ones.":[25],"Even":[26],"though":[27],"environmentally":[28],"friendly,":[29],"rapid":[31],"promotion":[32],"of":[33,50,78,89,162,214,229,245,249],"taxis":[35,201],"raises":[36],"problems":[37],"both":[39],"drivers":[41],"governments,":[43],"e.g.,":[44],"prolonged":[45],"waiting/charging":[46],"time,":[47],"unbalanced":[48],"utilization":[49],"charging":[51,61,81,120,128,137,148,171,192,236],"infrastructures,":[52],"inadequate":[54],"supply":[56],"due":[57],"long":[60],"time.":[62],"In":[63,106],"this":[64],"article,":[65],"we":[66,109,124,150],"conduct":[67],"first":[69,110],"longitudinal":[70],"measurement":[71,154,228],"study":[72,155],"understand":[74],"long-term":[76],"evolution":[77,161,196,221,237,247],"mobility":[79,169,234],"patterns":[82,248],"by":[83],"utilizing":[84],"5-year":[85],"data":[86,135],"from":[87,167,190,198],"one":[88],"largest":[91],"networks":[94,252],"in":[95,104,202,206],"world,":[97],"i.e.,":[98],"Shenzhen":[100],"network":[103,166,233],"China.":[105],"particular,":[107],"(1)":[108],"perform":[111,151],"an":[112,195],"contextualization":[115,145],"about":[116],"operation":[118],"activities;":[121],"(2)":[122],"then":[123],"design":[125],"a":[126,152,226],"generic":[127],"event":[129],"extraction":[130],"algorithm":[131],"based":[132,142,176],"on":[133,143,177],"GPS":[134,181],"station":[138],"data,":[139,182,187],"(3)":[141],"extracted":[147],"activities,":[149],"comprehensive":[153,227],"called":[156],"ePat":[157,174,209,224],"explore":[159],"perspectives.":[172],"Our":[173,223],"is":[175],"4.8":[178],"TB":[179],"240":[183],"GB":[184],"transaction":[186],"metadata":[189],"117":[191],"stations,":[193],"during":[194,219],"process":[197],"427":[199],"2013":[203],"13,178":[205],"2018.":[207],"Moreover,":[208],"also":[210],"explores":[211],"impacts":[213],"various":[215],"contexts":[216],"benefits":[218],"process.":[222],"as":[225],"has":[238],"potential":[240],"advance":[242],"understanding":[244],"pave":[254],"way":[256],"for":[257],"analyzing":[258],"future":[259],"shared":[260],"autonomous":[261],"vehicles.":[262]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
