{"id":"https://openalex.org/W4408696982","doi":"https://doi.org/10.1109/itsc58415.2024.10920210","title":"Predicting Ride-Hailing Demand with Consideration of Social Equity: A Case Study of Chengdu","display_name":"Predicting Ride-Hailing Demand with Consideration of Social Equity: A Case Study of Chengdu","publication_year":2024,"publication_date":"2024-09-24","ids":{"openalex":"https://openalex.org/W4408696982","doi":"https://doi.org/10.1109/itsc58415.2024.10920210"},"language":"en","primary_location":{"id":"doi:10.1109/itsc58415.2024.10920210","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itsc58415.2024.10920210","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 27th International Conference on Intelligent Transportation Systems (ITSC)","raw_type":"proceedings-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/A5011561558","display_name":"Meiting Tu","orcid":"https://orcid.org/0000-0002-0685-5363"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"funder","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Meiting Tu","raw_affiliation_strings":["Ministry of Education,Key Laboratory of Road and Traffic Engineering,Shanghai,P.R. China,201804"],"affiliations":[{"raw_affiliation_string":"Ministry of Education,Key Laboratory of Road and Traffic Engineering,Shanghai,P.R. China,201804","institution_ids":["https://openalex.org/I1327237609"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116592748","display_name":"Xinran Chen","orcid":"https://orcid.org/0009-0007-0879-1360"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"funder","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinran Chen","raw_affiliation_strings":["Ministry of Education,Key Laboratory of Road and Traffic Engineering,Shanghai,P.R. China,201804"],"affiliations":[{"raw_affiliation_string":"Ministry of Education,Key Laboratory of Road and Traffic Engineering,Shanghai,P.R. China,201804","institution_ids":["https://openalex.org/I1327237609"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036743274","display_name":"Ang Ji","orcid":"https://orcid.org/0000-0002-7943-7461"},"institutions":[{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ang Ji","raw_affiliation_strings":["School of Transportation and Logistics, Southwest Jiaotong University,Chengdu,Sichuan,China"],"affiliations":[{"raw_affiliation_string":"School of Transportation and Logistics, Southwest Jiaotong University,Chengdu,Sichuan,China","institution_ids":["https://openalex.org/I4800084"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029512445","display_name":"Tongtong Shi","orcid":"https://orcid.org/0000-0002-0570-482X"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"funder","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tongtong Shi","raw_affiliation_strings":["Ministry of Education,Key Laboratory of Road and Traffic Engineering,Shanghai,P.R. China,201804"],"affiliations":[{"raw_affiliation_string":"Ministry of Education,Key Laboratory of Road and Traffic Engineering,Shanghai,P.R. China,201804","institution_ids":["https://openalex.org/I1327237609"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5011561558"],"corresponding_institution_ids":["https://openalex.org/I1327237609"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.19001776,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"380","last_page":"385"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10698","display_name":"Transportation Planning and Optimization","score":0.9746999740600586,"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"}},"topics":[{"id":"https://openalex.org/T10698","display_name":"Transportation Planning and Optimization","score":0.9746999740600586,"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/T11942","display_name":"Transportation and Mobility Innovations","score":0.9642000198364258,"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/T10298","display_name":"Urban Transport and Accessibility","score":0.9273999929428101,"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/equity","display_name":"Equity (law)","score":0.705880880355835},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.4983806610107422},{"id":"https://openalex.org/keywords/social-equality","display_name":"Social equality","score":0.45766761898994446},{"id":"https://openalex.org/keywords/environmental-economics","display_name":"Environmental economics","score":0.38766565918922424},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3489406108856201},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.19551998376846313},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.0786702036857605}],"concepts":[{"id":"https://openalex.org/C199728807","wikidata":"https://www.wikidata.org/wiki/Q2578557","display_name":"Equity (law)","level":2,"score":0.705880880355835},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.4983806610107422},{"id":"https://openalex.org/C25287524","wikidata":"https://www.wikidata.org/wiki/Q13416790","display_name":"Social equality","level":2,"score":0.45766761898994446},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.38766565918922424},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3489406108856201},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.19551998376846313},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0786702036857605},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C34447519","wikidata":"https://www.wikidata.org/wiki/Q179522","display_name":"Market economy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/itsc58415.2024.10920210","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itsc58415.2024.10920210","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 27th International Conference on Intelligent Transportation Systems (ITSC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.5400000214576721,"display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W2145039203","https://openalex.org/W2513610673","https://openalex.org/W2695874637","https://openalex.org/W2788134583","https://openalex.org/W2902802452","https://openalex.org/W2904430055","https://openalex.org/W2946789497","https://openalex.org/W2964031043","https://openalex.org/W2998192266","https://openalex.org/W3031609778","https://openalex.org/W3109254449","https://openalex.org/W3121588992","https://openalex.org/W3176642638","https://openalex.org/W3206217123","https://openalex.org/W4226063172","https://openalex.org/W4283459310","https://openalex.org/W4362668196","https://openalex.org/W4385154203","https://openalex.org/W4389169911"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2372094413","https://openalex.org/W2765540795","https://openalex.org/W1989263422","https://openalex.org/W1503269109","https://openalex.org/W2361889072","https://openalex.org/W2167219191","https://openalex.org/W4362559782","https://openalex.org/W2691524193","https://openalex.org/W2152101494"],"abstract_inverted_index":{"In":[0],"the":[1,8,86,95,121,143,152],"realm":[2],"of":[3,145,154],"shared":[4],"autonomous":[5],"vehicle":[6],"ride-sharing,":[7],"precise":[9],"prediction":[10,39,91,105],"is":[11,58,100],"vital":[12],"for":[13,123],"optimizing":[14],"resource":[15],"allocation":[16],"and":[17,29,45,63,76,93,107,113,129,135],"improving":[18],"travel":[19],"efficiency.":[20],"However,":[21],"existing":[22],"studies":[23],"tend":[24],"to":[25,89,117,151],"overlook":[26],"social":[27,147,155],"attributes":[28],"demographic":[30],"characteristics":[31],"across":[32],"various":[33],"regions,":[34],"resulting":[35],"in":[36,38,103,126],"disparities":[37],"fairness":[40,81,108],"between":[41],"areas":[42],"with":[43],"plentiful":[44],"limited":[46],"transportation":[47,64],"resources.":[48],"An":[49],"innovative":[50],"Social":[51],"Graph":[52],"Convolution":[53],"Long":[54],"Short-Term":[55],"Memoty(SGC-LSTM)":[56],"framework":[57,139],"proposed":[59,138],"incorporating":[60],"demographic,":[61],"spatial,":[62],"accessibility":[65],"information":[66],"into":[67,85],"multiple":[68],"functional":[69,72],"graphs,":[70],"including":[71],"similarity,":[73],"population":[74],"structure,":[75],"historical":[77],"demand":[78],"graphs.":[79],"Furthermore,":[80,120],"indicators":[82],"are":[83],"employed":[84],"loss":[87],"function":[88],"balance":[90],"accuracy":[92,106],"fairness,":[94],"findings":[96],"indicate":[97],"that":[98],"there":[99],"an":[101],"enhancement":[102],"both":[104,127],"by":[109],"at":[110],"least":[111],"8.9%":[112],"11.1%":[114],"respectively":[115],"compared":[116],"base":[118],"models.":[119],"predictions":[122],"rush":[124],"hours":[125],"privileged":[128],"underprivileged":[130],"regions":[131],"exhibit":[132],"greater":[133],"precision":[134],"rationality.":[136],"The":[137],"could":[140],"effectively":[141],"capture":[142],"demands":[144],"diverse":[146],"groups,":[148],"thereby":[149],"contributing":[150],"advancement":[153],"equity.":[156]},"counts_by_year":[],"updated_date":"2025-12-21T23:12:01.093139","created_date":"2025-10-10T00:00:00"}