{"id":"https://openalex.org/W2807724371","doi":"https://doi.org/10.1109/access.2018.2846550","title":"A Unified Framework for Predicting KPIs of On-Demand Transport Services","display_name":"A Unified Framework for Predicting KPIs of On-Demand Transport Services","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2807724371","doi":"https://doi.org/10.1109/access.2018.2846550","mag":"2807724371"},"language":"en","primary_location":{"id":"doi:10.1109/access.2018.2846550","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2846550","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2018.2846550","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5086316879","display_name":"Jihong Guan","orcid":"https://orcid.org/0000-0003-2313-7635"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jihong Guan","raw_affiliation_strings":["Department of Computer Science and Technology, Tongji University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061001504","display_name":"Weili Wang","orcid":"https://orcid.org/0000-0001-5374-7296"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weili Wang","raw_affiliation_strings":["Department of Computer Science and Technology, Tongji University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023712282","display_name":"Wengen Li","orcid":"https://orcid.org/0000-0002-8768-6740"},"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":"Wengen Li","raw_affiliation_strings":["Department of Computing, The Hong Kong Polytechnic University, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Department of Computing, The Hong Kong Polytechnic University, Hong Kong","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017862559","display_name":"Shuigeng Zhou","orcid":"https://orcid.org/0000-0002-1949-2768"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuigeng Zhou","raw_affiliation_strings":["School of Computer Science, Fudan University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5086316879"],"corresponding_institution_ids":["https://openalex.org/I116953780"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.969,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.7709421,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"6","issue":null,"first_page":"32005","last_page":"32014"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9998000264167786,"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"}},{"id":"https://openalex.org/T10698","display_name":"Transportation Planning and Optimization","score":0.9991999864578247,"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/performance-indicator","display_name":"Performance indicator","score":0.8915972709655762},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.604154646396637},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.492049902677536},{"id":"https://openalex.org/keywords/demand-forecasting","display_name":"Demand forecasting","score":0.4900475740432739},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.4366370737552643},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.428652822971344},{"id":"https://openalex.org/keywords/economic-indicator","display_name":"Economic indicator","score":0.42822545766830444},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.4224367141723633},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.41791674494743347},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4136272668838501},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.35104990005493164},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.165811687707901},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.14636430144309998},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.137405663728714},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.09599992632865906}],"concepts":[{"id":"https://openalex.org/C135510737","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Performance indicator","level":2,"score":0.8915972709655762},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.604154646396637},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.492049902677536},{"id":"https://openalex.org/C193809577","wikidata":"https://www.wikidata.org/wiki/Q3409300","display_name":"Demand forecasting","level":2,"score":0.4900475740432739},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.4366370737552643},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.428652822971344},{"id":"https://openalex.org/C202353208","wikidata":"https://www.wikidata.org/wiki/Q1167393","display_name":"Economic indicator","level":2,"score":0.42822545766830444},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.4224367141723633},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.41791674494743347},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4136272668838501},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.35104990005493164},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.165811687707901},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.14636430144309998},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.137405663728714},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.09599992632865906},{"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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2018.2846550","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2846550","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:58c99940ded44af68ccb15c8638ae83c","is_oa":true,"landing_page_url":"https://doaj.org/article/58c99940ded44af68ccb15c8638ae83c","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 6, Pp 32005-32014 (2018)","raw_type":"article"},{"id":"pmh:oai:ira.lib.polyu.edu.hk:10397/78555","is_oa":false,"landing_page_url":"http://hdl.handle.net/10397/78555","pdf_url":null,"source":{"id":"https://openalex.org/S4306400205","display_name":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I14243506","host_organization_name":"Hong Kong Polytechnic University","host_organization_lineage":["https://openalex.org/I14243506"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal/Magazine Article"}],"best_oa_location":{"id":"doi:10.1109/access.2018.2846550","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2846550","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2504302143","display_name":null,"funder_award_id":"61772367","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4263534340","display_name":null,"funder_award_id":"17511105204","funder_id":"https://openalex.org/F4320321885","funder_display_name":"Science and Technology Commission of Shanghai Municipality"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321885","display_name":"Science and Technology Commission of Shanghai Municipality","ror":"https://ror.org/03kt66j61"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W101796584","https://openalex.org/W149424455","https://openalex.org/W1580542123","https://openalex.org/W1935356951","https://openalex.org/W1948764664","https://openalex.org/W1952209694","https://openalex.org/W1973261290","https://openalex.org/W1988580225","https://openalex.org/W1994912512","https://openalex.org/W2039767004","https://openalex.org/W2069866087","https://openalex.org/W2083923249","https://openalex.org/W2103448012","https://openalex.org/W2113298739","https://openalex.org/W2135046866","https://openalex.org/W2153458569","https://openalex.org/W2166926417","https://openalex.org/W2276592059","https://openalex.org/W2294086932","https://openalex.org/W2513610673","https://openalex.org/W2565123847","https://openalex.org/W2565442604","https://openalex.org/W2584174354"],"related_works":["https://openalex.org/W4247684345","https://openalex.org/W3112312521","https://openalex.org/W2965802358","https://openalex.org/W2191209502","https://openalex.org/W1989498862","https://openalex.org/W3021174933","https://openalex.org/W4378677069","https://openalex.org/W3083083931","https://openalex.org/W2540594145","https://openalex.org/W2809400083"],"abstract_inverted_index":{"Having":[0],"a":[1,78,115],"better":[2,116],"understanding":[3],"of":[4,46],"the":[5,16,36,42,61,68,83,100,102,119],"key":[6],"performance":[7,117],"indicators":[8],"(KPIs,":[9],"e.g.,":[10,60],"demand":[11],"and":[12,32,67,110],"unmet":[13],"demand)":[14],"in":[15,122],"next":[17,21],"time":[18],"slot":[19],"(e.g.,":[20],"hour)":[22],"is":[23],"important":[24],"for":[25,93],"on-demand":[26,47,94],"transport":[27,48,95],"services,":[28],"such":[29],"as":[30],"Uber":[31],"DiDi,":[33],"to":[34,41,81,89],"improve":[35],"service":[37],"quality.":[38],"In":[39],"addition":[40],"spatio-temporal":[43],"dynamics,":[44,112],"KPIs":[45,92],"services":[49],"are":[50],"also":[51],"affected":[52],"by":[53,99],"many":[54],"exogenous":[55],"factors":[56],"from":[57,64,71,86],"different":[58,87],"domains,":[59],"traffic":[62],"condition":[63,70],"transportation":[65],"domain":[66],"weather":[69],"meteorology":[72],"domain.":[73],"Therefore,":[74],"this":[75],"paper":[76],"proposes":[77],"unified":[79],"framework":[80,104],"fuse":[82],"data":[84],"collected":[85],"domains":[88],"predict":[90],"multiple":[91],"services.":[96],"As":[97],"demonstrated":[98],"experiments,":[101],"proposed":[103],"can":[105],"capture":[106],"both":[107],"long-term":[108],"regularity":[109],"short-term":[111],"thus":[113],"achieving":[114],"than":[118],"existing":[120],"solutions":[121],"predicting":[123],"KPIs.":[124]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}