{"id":"https://openalex.org/W3020907443","doi":"https://doi.org/10.1109/tii.2020.2990206","title":"Real-Time Route Recommendations for E-Taxies Leveraging GPS Trajectories","display_name":"Real-Time Route Recommendations for E-Taxies Leveraging GPS Trajectories","publication_year":2020,"publication_date":"2020-04-28","ids":{"openalex":"https://openalex.org/W3020907443","doi":"https://doi.org/10.1109/tii.2020.2990206","mag":"3020907443"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2020.2990206","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2020.2990206","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Industrial Informatics","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/A5022293237","display_name":"Wei Tu","orcid":"https://orcid.org/0000-0002-0255-4037"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wei Tu","raw_affiliation_strings":["Department of Urban Informatics, School of Architecture and Urban Planning, Shenzhen University, Shenzhen, China","Guangdong Key Laboratory of Urban Informatics, Shenzhen Key Laboratory of Spatial Smart Sensing and Service, and Guangdong Laboratory of Artificial Intelligence and Digital Economy (SZ), Shenzhen University, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Department of Urban Informatics, School of Architecture and Urban Planning, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]},{"raw_affiliation_string":"Guangdong Key Laboratory of Urban Informatics, Shenzhen Key Laboratory of Spatial Smart Sensing and Service, and Guangdong Laboratory of Artificial Intelligence and Digital Economy (SZ), Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103023065","display_name":"Ke Mai","orcid":"https://orcid.org/0000-0002-3532-9872"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ke Mai","raw_affiliation_strings":["Department of Urban Informatics, School of Architecture and Urban Planning, Shenzhen University, Shenzhen, China","Guangdong Key Laboratory of Urban Informatics, Shenzhen Key Laboratory of Spatial Smart Sensing and Service, and Guangdong Laboratory of Artificial Intelligence and Digital Economy (SZ), Shenzhen University, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Department of Urban Informatics, School of Architecture and Urban Planning, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]},{"raw_affiliation_string":"Guangdong Key Laboratory of Urban Informatics, Shenzhen Key Laboratory of Spatial Smart Sensing and Service, and Guangdong Laboratory of Artificial Intelligence and Digital Economy (SZ), Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026334751","display_name":"Yatao Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yatao Zhang","raw_affiliation_strings":["Guangdong Key Laboratory of Urban Informatics, Shenzhen Key Laboratory of Spatial Smart Sensing and Service, and Guangdong Laboratory of Artificial Intelligence and Digital Economy (SZ), Shenzhen University, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Guangdong Key Laboratory of Urban Informatics, Shenzhen Key Laboratory of Spatial Smart Sensing and Service, and Guangdong Laboratory of Artificial Intelligence and Digital Economy (SZ), Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009791880","display_name":"Yang Xu","orcid":"https://orcid.org/0000-0003-3898-022X"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Yang Xu","raw_affiliation_strings":["Department of Land Surveying and Geo-Informatics, The Hong Kong Polytechnic University, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Department of Land Surveying and Geo-Informatics, The Hong Kong Polytechnic University, Hong Kong","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064932965","display_name":"Jincai Huang","orcid":"https://orcid.org/0000-0002-7163-6749"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jincai Huang","raw_affiliation_strings":["Guangdong Key Laboratory of Urban Informatics, Shenzhen Key Laboratory of Spatial Smart Sensing and Service, and Guangdong Laboratory of Artificial Intelligence and Digital Economy (SZ), Shenzhen University, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Guangdong Key Laboratory of Urban Informatics, Shenzhen Key Laboratory of Spatial Smart Sensing and Service, and Guangdong Laboratory of Artificial Intelligence and Digital Economy (SZ), Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101738456","display_name":"Min Deng","orcid":"https://orcid.org/0000-0003-3305-9757"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Min Deng","raw_affiliation_strings":["Department of Geo-Informatics, School of Geosciences and Info-Physics, Central South University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"Department of Geo-Informatics, School of Geosciences and Info-Physics, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100336450","display_name":"Long Chen","orcid":"https://orcid.org/0000-0003-4925-0572"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Long Chen","raw_affiliation_strings":["School of Data and Computer Science, Sun Yat-sen University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Data and Computer Science, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100404067","display_name":"Qingquan Li","orcid":"https://orcid.org/0000-0002-2438-6046"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingquan Li","raw_affiliation_strings":["Guangdong Key Laboratory of Urban Informatics, Shenzhen Key Laboratory of Spatial Smart Sensing and Service, and Guangdong Laboratory of Artificial Intelligence and Digital Economy (SZ), Shenzhen University, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Guangdong Key Laboratory of Urban Informatics, Shenzhen Key Laboratory of Spatial Smart Sensing and Service, and Guangdong Laboratory of Artificial Intelligence and Digital Economy (SZ), Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5022293237"],"corresponding_institution_ids":["https://openalex.org/I180726961"],"apc_list":null,"apc_paid":null,"fwci":1.9309,"has_fulltext":false,"cited_by_count":33,"citation_normalized_percentile":{"value":0.85479635,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"17","issue":"5","first_page":"3133","last_page":"3142"},"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":0.9984999895095825,"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":0.9976999759674072,"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/global-positioning-system","display_name":"Global Positioning System","score":0.7535891532897949},{"id":"https://openalex.org/keywords/revenue","display_name":"Revenue","score":0.599986732006073},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5418331027030945},{"id":"https://openalex.org/keywords/trajectory","display_name":"Trajectory","score":0.5234169960021973},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.4859670400619507},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3512519598007202},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.21197354793548584},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.17306223511695862},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.17007747292518616}],"concepts":[{"id":"https://openalex.org/C60229501","wikidata":"https://www.wikidata.org/wiki/Q18822","display_name":"Global Positioning System","level":2,"score":0.7535891532897949},{"id":"https://openalex.org/C195487862","wikidata":"https://www.wikidata.org/wiki/Q850210","display_name":"Revenue","level":2,"score":0.599986732006073},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5418331027030945},{"id":"https://openalex.org/C13662910","wikidata":"https://www.wikidata.org/wiki/Q193139","display_name":"Trajectory","level":2,"score":0.5234169960021973},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.4859670400619507},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3512519598007202},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.21197354793548584},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.17306223511695862},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.17007747292518616},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.0},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","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/tii.2020.2990206","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2020.2990206","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Industrial Informatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2231275454","display_name":null,"funder_award_id":"2019A1515011049","funder_id":"https://openalex.org/F4320321921","funder_display_name":"Natural Science Foundation of Guangdong Province"},{"id":"https://openalex.org/G582012483","display_name":null,"funder_award_id":"JCJY201803053125113883","funder_id":"https://openalex.org/F4320326705","funder_display_name":"Science, Technology and Innovation Commission of Shenzhen Municipality"},{"id":"https://openalex.org/G6919141070","display_name":null,"funder_award_id":"JCYJ20170412105839839","funder_id":"https://openalex.org/F4320326705","funder_display_name":"Science, Technology and Innovation Commission of Shenzhen Municipality"}],"funders":[{"id":"https://openalex.org/F4320321921","display_name":"Natural Science Foundation of Guangdong Province","ror":null},{"id":"https://openalex.org/F4320326705","display_name":"Science, Technology and Innovation Commission of Shenzhen Municipality","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1782014188","https://openalex.org/W1943799409","https://openalex.org/W2025766355","https://openalex.org/W2106251367","https://openalex.org/W2161581167","https://openalex.org/W2296618433","https://openalex.org/W2335251155","https://openalex.org/W2336603544","https://openalex.org/W2509840183","https://openalex.org/W2510131642","https://openalex.org/W2512479688","https://openalex.org/W2539085224","https://openalex.org/W2597121862","https://openalex.org/W2741151486","https://openalex.org/W2760724745","https://openalex.org/W2769747349","https://openalex.org/W2778436536","https://openalex.org/W2781794664","https://openalex.org/W2782559424","https://openalex.org/W2784667239","https://openalex.org/W2787278293","https://openalex.org/W2808959436","https://openalex.org/W2862340573","https://openalex.org/W2899926324","https://openalex.org/W2900428661","https://openalex.org/W2913092739","https://openalex.org/W2913306365","https://openalex.org/W2920220159","https://openalex.org/W2932582930","https://openalex.org/W2935985374","https://openalex.org/W3193534028"],"related_works":["https://openalex.org/W3162200841","https://openalex.org/W2586280620","https://openalex.org/W2805505483","https://openalex.org/W2334071950","https://openalex.org/W2384744344","https://openalex.org/W4233932308","https://openalex.org/W1799694159","https://openalex.org/W2393169196","https://openalex.org/W2366610330","https://openalex.org/W4242143973"],"abstract_inverted_index":{"Electric":[0],"vehicles":[1],"(EVs)":[2],"currently":[3],"face":[4],"formidable":[5],"challenges":[6],"in":[7,122,155,166],"promotion,":[8],"i.e.,":[9],"short":[10,157],"driving":[11],"ranges,":[12],"long":[13,168],"charging":[14,18,113],"times,":[15],"and":[16,56],"few":[17],"stations,":[19],"thereby":[20],"limiting":[21],"their":[22],"acceptability":[23],"to":[24,109,111],"taxi":[25,29,43,142],"drivers.":[26,45,143],"Leveraging":[27],"massive-scale":[28],"GPS":[30,66],"trajectory":[31],"data,":[32],"we":[33],"present":[34],"a":[35,112],"novel":[36],"real-time":[37],"route":[38,73,105],"recommendation":[39],"system":[40,100],"for":[41,103],"electric":[42],"(ET)":[44],"Taxi":[46],"travel":[47],"knowledge,":[48],"including":[49],"the":[50,57,64,69,94,126,150,156,162,167],"probability":[51],"of":[52,59,72,131,138,140,152,164],"picking":[53],"up":[54],"passengers":[55],"distribution":[58],"destinations,":[60],"is":[61,90,101,134],"learned":[62,95],"from":[63],"raw":[65],"trajectories.":[67],"Considering":[68],"cascading":[70],"effect":[71],"decision":[74],"making,":[75],"consecutive":[76],"ET":[77,132,153],"actions":[78],"are":[79],"modeled":[80],"with":[81],"an":[82],"action":[83],"tree.":[84],"The":[85,144],"corresponding":[86],"expected":[87],"net":[88,129],"revenue":[89,130,151],"estimated":[91],"based":[92],"on":[93,117],"knowledge.":[96],"A":[97],"prototype":[98],"online":[99],"developed":[102],"providing":[104],"recommendations,":[106],"e.g.,":[107],"when":[108],"go":[110],"station":[114],"or":[115],"cruise":[116],"certain":[118],"roads.":[119],"An":[120],"experiment":[121],"Shenzhen":[123],"demonstrates":[124],"that":[125],"average":[127],"daily":[128],"drivers":[133,154],"better":[135],"than":[136],"those":[137],"76.2%":[139],"gasoline":[141],"presented":[145],"approach":[146],"not":[147],"only":[148],"increases":[149],"term":[158],"but":[159],"also":[160],"improves":[161],"viability":[163],"EVs":[165],"run.":[169]},"counts_by_year":[{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":3}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
