{"id":"https://openalex.org/W2950475205","doi":"https://doi.org/10.1109/tmc.2019.2921959","title":"ROD-Revenue: Seeking Strategies Analysis and Revenue Prediction in Ride-on-Demand Service Using Multi-Source Urban Data","display_name":"ROD-Revenue: Seeking Strategies Analysis and Revenue Prediction in Ride-on-Demand Service Using Multi-Source Urban Data","publication_year":2019,"publication_date":"2019-06-10","ids":{"openalex":"https://openalex.org/W2950475205","doi":"https://doi.org/10.1109/tmc.2019.2921959","mag":"2950475205"},"language":"en","primary_location":{"id":"doi:10.1109/tmc.2019.2921959","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmc.2019.2921959","pdf_url":null,"source":{"id":"https://openalex.org/S69141925","display_name":"IEEE Transactions on Mobile Computing","issn_l":"1536-1233","issn":["1536-1233","1558-0660","2161-9875"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Mobile Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-02321011v1/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065246403","display_name":"Suiming Guo","orcid":"https://orcid.org/0000-0002-6038-8292"},"institutions":[{"id":"https://openalex.org/I159948400","display_name":"Jinan University","ror":"https://ror.org/02xe5ns62","country_code":"CN","type":"education","lineage":["https://openalex.org/I159948400"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Suiming Guo","raw_affiliation_strings":["College of Information Science and Technology, Jinan University, Guangzhou, China","College of Information Science and Technology (Jinan University) (Chine)"],"affiliations":[{"raw_affiliation_string":"College of Information Science and Technology, Jinan University, Guangzhou, China","institution_ids":["https://openalex.org/I159948400"]},{"raw_affiliation_string":"College of Information Science and Technology (Jinan University) (Chine)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100408399","display_name":"Chao Chen","orcid":"https://orcid.org/0000-0003-2094-9734"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao Chen","raw_affiliation_strings":["Chongqing University, Chongqing, China","Chongqing University [Chongqing] (131 Yubei Rd, Shapingba, Chongqing - Chine)"],"affiliations":[{"raw_affiliation_string":"Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]},{"raw_affiliation_string":"Chongqing University [Chongqing] (131 Yubei Rd, Shapingba, Chongqing - Chine)","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100400846","display_name":"Jingyuan Wang","orcid":"https://orcid.org/0000-0003-0651-1592"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingyuan Wang","raw_affiliation_strings":["Beijing Advanced Innovation Center for Big Data and Brain Computing, School of Computer Science and Engineering, Beihang University, Beijing, China","BUAA - Beihang University (Beijing 100083 \r\nPR China  - Chine)"],"affiliations":[{"raw_affiliation_string":"Beijing Advanced Innovation Center for Big Data and Brain Computing, School of Computer Science and Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"BUAA - Beihang University (Beijing 100083 \r\nPR China  - Chine)","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079584546","display_name":"Yaxiao Liu","orcid":"https://orcid.org/0000-0001-6053-0757"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yaxiao Liu","raw_affiliation_strings":["Tsinghua University, Beijing, China","THU - Tsinghua University [Beijing] (Beijing, 100084 P.R. - Chine)"],"affiliations":[{"raw_affiliation_string":"Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"THU - Tsinghua University [Beijing] (Beijing, 100084 P.R. - Chine)","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100665814","display_name":"Ke Xu","orcid":"https://orcid.org/0000-0003-2587-8517"},"institutions":[{"id":"https://openalex.org/I4210154052","display_name":"Body Surface Translations (United States)","ror":"https://ror.org/04z209n06","country_code":"US","type":"company","lineage":["https://openalex.org/I4210154052"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Ke Xu","raw_affiliation_strings":["BNList","Tsinghua University, Beijing, China","THU - Tsinghua University [Beijing] (Beijing, 100084 P.R. - Chine)"],"affiliations":[{"raw_affiliation_string":"BNList","institution_ids":["https://openalex.org/I4210154052"]},{"raw_affiliation_string":"Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"THU - Tsinghua University [Beijing] (Beijing, 100084 P.R. - Chine)","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100701166","display_name":"Zhiwen Yu","orcid":"https://orcid.org/0000-0002-9905-3238"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiwen Yu","raw_affiliation_strings":["Northwestern Polytechnical University, Xi'an, China","NPU - Northwestern Polytechnical University [Xi'an] (127 Youyi W Rd, Beilin, Xi'an, Shaanxi - Chine)"],"affiliations":[{"raw_affiliation_string":"Northwestern Polytechnical University, Xi'an, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"NPU - Northwestern Polytechnical University [Xi'an] (127 Youyi W Rd, Beilin, Xi'an, Shaanxi - Chine)","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101710686","display_name":"Daqing Zhang","orcid":"https://orcid.org/0000-0001-6648-5360"},"institutions":[{"id":"https://openalex.org/I205703379","display_name":"Institut Mines-T\u00e9l\u00e9com","ror":"https://ror.org/025vp2923","country_code":"FR","type":"facility","lineage":["https://openalex.org/I205703379"]},{"id":"https://openalex.org/I4210145102","display_name":"Institut Polytechnique de Paris","ror":"https://ror.org/042tfbd02","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210145102"]},{"id":"https://openalex.org/I4387153010","display_name":"T\u00e9l\u00e9com SudParis","ror":"https://ror.org/05xvk4r52","country_code":"FR","type":"education","lineage":["https://openalex.org/I205703379","https://openalex.org/I4210145102","https://openalex.org/I4387153010"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Daqing Zhang","raw_affiliation_strings":["Institut Mines-Telecom/Telecom SudPais, Evry Cedex, France","IP Paris - Institut Polytechnique de Paris (France)","TSP - RS2M - D\u00e9partement R\u00e9seaux et Services Multim\u00e9dia Mobiles (T\u00e9l\u00e9com SudParis - 9 rue Charles Fourier - 91011 \u00c9vry cedex - France)","ACMES-SAMOVAR - Algorithmes, Composants, Mod\u00e8les Et Services pour l'informatique r\u00e9partie (TELECOM Sudparis\r\n 9 rue Charles Fourier\r\n 91011 EVRY - France)"],"affiliations":[{"raw_affiliation_string":"Institut Mines-Telecom/Telecom SudPais, Evry Cedex, France","institution_ids":["https://openalex.org/I205703379"]},{"raw_affiliation_string":"IP Paris - Institut Polytechnique de Paris (France)","institution_ids":["https://openalex.org/I4210145102"]},{"raw_affiliation_string":"TSP - RS2M - D\u00e9partement R\u00e9seaux et Services Multim\u00e9dia Mobiles (T\u00e9l\u00e9com SudParis - 9 rue Charles Fourier - 91011 \u00c9vry cedex - France)","institution_ids":["https://openalex.org/I4210145102","https://openalex.org/I4387153010"]},{"raw_affiliation_string":"ACMES-SAMOVAR - Algorithmes, Composants, Mod\u00e8les Et Services pour l'informatique r\u00e9partie (TELECOM Sudparis\r\n 9 rue Charles Fourier\r\n 91011 EVRY - France)","institution_ids":["https://openalex.org/I4387153010"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103096040","display_name":"Dah Ming Chiu","orcid":"https://orcid.org/0000-0003-0566-5223"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"HK","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Dah Ming Chiu","raw_affiliation_strings":["Chinese University of Hong Kong, Hong Kong, China","CUHK - The Chinese University of Hong Kong [Hong Kong] (Shatin, NT, Hong Kong SAR - Chine)"],"affiliations":[{"raw_affiliation_string":"Chinese University of Hong Kong, Hong Kong, China","institution_ids":["https://openalex.org/I177725633"]},{"raw_affiliation_string":"CUHK - The Chinese University of Hong Kong [Hong Kong] (Shatin, NT, Hong Kong SAR - Chine)","institution_ids":["https://openalex.org/I177725633"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5065246403"],"corresponding_institution_ids":["https://openalex.org/I159948400"],"apc_list":null,"apc_paid":null,"fwci":5.4837,"has_fulltext":true,"cited_by_count":64,"citation_normalized_percentile":{"value":0.95751352,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"19","issue":"9","first_page":"2202","last_page":"2220"},"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/T10698","display_name":"Transportation Planning and Optimization","score":0.9983000159263611,"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/T12392","display_name":"Sharing Economy and Platforms","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/revenue","display_name":"Revenue","score":0.7954286336898804},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.6636985540390015},{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.6002764701843262},{"id":"https://openalex.org/keywords/dynamic-pricing","display_name":"Dynamic pricing","score":0.5884997844696045},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5323389768600464},{"id":"https://openalex.org/keywords/revenue-management","display_name":"Revenue management","score":0.5163294076919556},{"id":"https://openalex.org/keywords/revenue-model","display_name":"Revenue model","score":0.4636605381965637},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.45877373218536377},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.418934166431427},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.3996354341506958},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.32814013957977295},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.13994091749191284},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.13405388593673706},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1098751425743103}],"concepts":[{"id":"https://openalex.org/C195487862","wikidata":"https://www.wikidata.org/wiki/Q850210","display_name":"Revenue","level":2,"score":0.7954286336898804},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.6636985540390015},{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.6002764701843262},{"id":"https://openalex.org/C2779391423","wikidata":"https://www.wikidata.org/wiki/Q17009728","display_name":"Dynamic pricing","level":2,"score":0.5884997844696045},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5323389768600464},{"id":"https://openalex.org/C2781386248","wikidata":"https://www.wikidata.org/wiki/Q11898700","display_name":"Revenue management","level":3,"score":0.5163294076919556},{"id":"https://openalex.org/C91887955","wikidata":"https://www.wikidata.org/wiki/Q5362092","display_name":"Revenue model","level":3,"score":0.4636605381965637},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.45877373218536377},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.418934166431427},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3996354341506958},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.32814013957977295},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.13994091749191284},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.13405388593673706},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1098751425743103}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tmc.2019.2921959","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmc.2019.2921959","pdf_url":null,"source":{"id":"https://openalex.org/S69141925","display_name":"IEEE Transactions on Mobile Computing","issn_l":"1536-1233","issn":["1536-1233","1558-0660","2161-9875"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Mobile Computing","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-02321011v1","is_oa":true,"landing_page_url":"https://hal.science/hal-02321011","pdf_url":"https://hal.science/hal-02321011v1/document","source":{"id":"https://openalex.org/S4406922466","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Mobile Computing, 2020, 19 (9), pp.2202 - 2220. &#x27E8;10.1109/TMC.2019.2921959&#x27E9;","raw_type":"Journal articles"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-02321011v1","is_oa":true,"landing_page_url":"https://hal.science/hal-02321011","pdf_url":"https://hal.science/hal-02321011v1/document","source":{"id":"https://openalex.org/S4406922466","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Mobile Computing, 2020, 19 (9), pp.2202 - 2220. &#x27E8;10.1109/TMC.2019.2921959&#x27E9;","raw_type":"Journal articles"},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.6100000143051147,"id":"https://metadata.un.org/sdg/11"}],"awards":[{"id":"https://openalex.org/G1935118743","display_name":null,"funder_award_id":"61572059","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1957333451","display_name":null,"funder_award_id":"21619310","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G4192909199","display_name":null,"funder_award_id":"cstc2018jcyjAX0551","funder_id":"https://openalex.org/F4320335870","funder_display_name":"Chongqing Basic and Frontier Research Project"},{"id":"https://openalex.org/G4826051140","display_name":null,"funder_award_id":"61825204","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5262318579","display_name":null,"funder_award_id":"61872050","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7122489061","display_name":null,"funder_award_id":"61602067","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null},{"id":"https://openalex.org/F4320335870","display_name":"Chongqing Basic and Frontier Research Project","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2950475205.pdf","grobid_xml":"https://content.openalex.org/works/W2950475205.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W1581851143","https://openalex.org/W1969454839","https://openalex.org/W2043167816","https://openalex.org/W2106251367","https://openalex.org/W2129925248","https://openalex.org/W2133731173","https://openalex.org/W2187591763","https://openalex.org/W2487598231","https://openalex.org/W2518792172","https://openalex.org/W2538506242","https://openalex.org/W2602441310","https://openalex.org/W2611760001","https://openalex.org/W2747193592","https://openalex.org/W2760724745","https://openalex.org/W2782559424","https://openalex.org/W2783599958","https://openalex.org/W2788238688","https://openalex.org/W2796438394","https://openalex.org/W2808959436","https://openalex.org/W2809584719","https://openalex.org/W2892346408","https://openalex.org/W3125809028","https://openalex.org/W6634762550","https://openalex.org/W6679142276","https://openalex.org/W6686967211","https://openalex.org/W6737013319","https://openalex.org/W6743433022"],"related_works":["https://openalex.org/W2048050128","https://openalex.org/W2808755562","https://openalex.org/W1963479726","https://openalex.org/W2360530351","https://openalex.org/W2091484917","https://openalex.org/W1997675000","https://openalex.org/W3037345846","https://openalex.org/W4238832093","https://openalex.org/W3180339676","https://openalex.org/W3167448713"],"abstract_inverted_index":{"Recent":[0],"years":[1],"have":[2,69],"witnessed":[3],"the":[4,29,43,63,88,97,113,151,195],"rapidly-growing":[5],"business":[6],"of":[7,90,99,153,218],"ride-on-demand":[8],"(RoD)":[9],"services":[10,23],"such":[11,81,93],"as":[12,94,214],"Uber,":[13],"Lyft":[14],"and":[15,31,33,38,86,118,124,150,157,181],"Didi.":[16],"Unlike":[17],"taxi":[18,75,146],"services,":[19,102,156],"these":[20],"emerging":[21],"transportation":[22,101,155],"use":[24],"dynamic":[25,46,95],"pricing":[26,47,65],"to":[27,34,53,59,111,121,125],"manipulate":[28],"supply":[30],"demand,":[32],"improve":[35],"service":[36,80],"responsiveness":[37],"quality.":[39],"Despite":[40],"this,":[41],"on":[42],"drivers'":[44,205,228],"side,":[45],"creates":[48],"a":[49,166,174],"new":[50,64],"problem:":[51],"how":[52],"seek":[54],"for":[55,190],"passengers":[56],"in":[57,73,78,165,221],"order":[58],"earn":[60],"more":[61,91],"under":[62],"scheme.":[66],"Seeking":[67],"strategies":[68,220],"been":[70],"studied":[71],"extensively":[72],"traditional":[74],"service,":[76,145,147,223],"but":[77,224],"RoD":[79,144,222],"studies":[82],"are":[83],"still":[84],"rare":[85],"require":[87],"consideration":[89],"factors":[92,119],"prices,":[96],"status":[98],"other":[100],"etc.":[103],"In":[104],"this":[105],"paper,":[106],"we":[107,199],"develop":[108],"ROD-Revenue,":[109],"aiming":[110],"mine":[112],"relationship":[114,170],"between":[115],"driver":[116,127],"revenue":[117,128,229],"relevant":[120],"seeking":[122,219],"strategies,":[123],"predict":[126],"given":[129],"features":[130,139,161,164,180],"extracted":[131],"from":[132,140,162,173],"multi-source":[133],"urban":[134],"data.":[135],"We":[136,207],"extract":[137],"basic":[138,163,179],"multiple":[141],"datasets,":[142],"including":[143],"POI":[148],"information,":[149],"availability":[152],"public":[154],"then":[158],"construct":[159],"composite":[160,183],"product-form.":[167],"The":[168,185],"desired":[169,196],"is":[171,188],"learned":[172],"linear":[175,186],"regression":[176],"model":[177,187,202],"with":[178],"high-dimensional":[182],"features.":[184],"chosen":[189],"its":[191],"interpretability-to":[192],"quantitatively":[193],"explain":[194],"relationship.":[197],"Finally,":[198],"evaluate":[200],"our":[201],"by":[203,230],"predicting":[204],"revenue.":[206],"hope":[208],"that":[209],"ROD-Revenue":[210],"not":[211],"only":[212],"serves":[213],"an":[215],"initial":[216],"analysis":[217],"also":[225],"helps":[226],"increasing":[227],"offering":[231],"useful":[232],"guidance.":[233]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":18},{"year":2019,"cited_by_count":6}],"updated_date":"2026-04-18T07:56:08.524223","created_date":"2025-10-10T00:00:00"}
