{"id":"https://openalex.org/W4399451549","doi":"https://doi.org/10.1109/tits.2024.3402251","title":"Public Bike Scheduling Strategy Based on Demand Prediction for Unbalanced Life-Value Distribution","display_name":"Public Bike Scheduling Strategy Based on Demand Prediction for Unbalanced Life-Value Distribution","publication_year":2024,"publication_date":"2024-06-05","ids":{"openalex":"https://openalex.org/W4399451549","doi":"https://doi.org/10.1109/tits.2024.3402251"},"language":"en","primary_location":{"id":"doi:10.1109/tits.2024.3402251","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2024.3402251","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"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 Intelligent Transportation Systems","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":null,"display_name":"Heli Sun","orcid":"https://orcid.org/0000-0002-2765-6582"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Heli Sun","raw_affiliation_strings":["Department of Computer Science and Technology, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111223681","display_name":"Zunye Tang","orcid":null},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zunye Tang","raw_affiliation_strings":["Department of Computer Science and Technology, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101374985","display_name":"Mengting Cao","orcid":null},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengting Cao","raw_affiliation_strings":["Department of Computer Science and Technology, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101939502","display_name":"Yu Wang","orcid":"https://orcid.org/0000-0002-5458-5513"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Wang","raw_affiliation_strings":["Department of Computer Science and Technology, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Zhou Yang","orcid":"https://orcid.org/0000-0003-3699-103X"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhou Yang","raw_affiliation_strings":["Department of Computer Science and Technology, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102684442","display_name":"Haokun Xue","orcid":null},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haokun Xue","raw_affiliation_strings":["Department of Computer Science and Technology, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104278778","display_name":"Ruirui Xue","orcid":null},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruirui Xue","raw_affiliation_strings":["Department of Computer Science and Technology, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101469086","display_name":"Liang He","orcid":"https://orcid.org/0000-0002-6463-5158"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang He","raw_affiliation_strings":["Department of Computer Science and Technology, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101862104","display_name":"Hui Xiong","orcid":"https://orcid.org/0000-0001-6016-6465"},"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":"Hui Xiong","raw_affiliation_strings":["Management Science and Information Systems Department, Rutgers, The State University of New Jersey, New Brunswick, NJ, USA"],"affiliations":[{"raw_affiliation_string":"Management Science and Information Systems Department, Rutgers, The State University of New Jersey, New Brunswick, NJ, USA","institution_ids":["https://openalex.org/I102322142"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":9,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I87445476"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.07891561,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"25","issue":"10","first_page":"13546","last_page":"13559"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11942","display_name":"Transportation and Mobility Innovations","score":0.9144999980926514,"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":0.9144999980926514,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.628892719745636},{"id":"https://openalex.org/keywords/public-transport","display_name":"Public transport","score":0.5179954767227173},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.4762568473815918},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45069628953933716},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3547596037387848},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3081058859825134},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.28778091073036194},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.2864847481250763},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15600603818893433},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.11955994367599487}],"concepts":[{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.628892719745636},{"id":"https://openalex.org/C539828613","wikidata":"https://www.wikidata.org/wiki/Q178512","display_name":"Public transport","level":2,"score":0.5179954767227173},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.4762568473815918},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45069628953933716},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3547596037387848},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3081058859825134},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.28778091073036194},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.2864847481250763},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15600603818893433},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.11955994367599487}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tits.2024.3402251","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2024.3402251","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"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 Intelligent Transportation Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2985330562","display_name":null,"funder_award_id":"2022PT-33","funder_id":"https://openalex.org/F4320329783","funder_display_name":"Key Industry Innovation Chain of Shaanxi"},{"id":"https://openalex.org/G4481951867","display_name":null,"funder_award_id":"2022GY-332","funder_id":"https://openalex.org/F4320336350","funder_display_name":"Key Research and Development Projects of Shaanxi Province"},{"id":"https://openalex.org/G6752743372","display_name":null,"funder_award_id":"62072365","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7247189908","display_name":null,"funder_award_id":"62072365","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8126848880","display_name":null,"funder_award_id":"2024GX-YBXM-533","funder_id":"https://openalex.org/F4320336350","funder_display_name":"Key Research and Development Projects of Shaanxi Province"},{"id":"https://openalex.org/G8257816019","display_name":null,"funder_award_id":"2023-YBGY-230","funder_id":"https://openalex.org/F4320336350","funder_display_name":"Key Research and Development Projects of Shaanxi Province"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320329783","display_name":"Key Industry Innovation Chain of Shaanxi","ror":null},{"id":"https://openalex.org/F4320336350","display_name":"Key Research and Development Projects of Shaanxi Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W109636739","https://openalex.org/W1854151356","https://openalex.org/W2064675550","https://openalex.org/W2528639018","https://openalex.org/W2727799110","https://openalex.org/W2769053340","https://openalex.org/W2809079004","https://openalex.org/W2911392324","https://openalex.org/W2943827744","https://openalex.org/W2949333256","https://openalex.org/W2966210862","https://openalex.org/W2996847713","https://openalex.org/W2997910622","https://openalex.org/W2999218752","https://openalex.org/W3008911837","https://openalex.org/W3012677429","https://openalex.org/W3206396479","https://openalex.org/W3217450528","https://openalex.org/W4282047882","https://openalex.org/W6619181116","https://openalex.org/W6628877408","https://openalex.org/W6680532697","https://openalex.org/W6703656658","https://openalex.org/W6752110883"],"related_works":["https://openalex.org/W3001427781","https://openalex.org/W631206551","https://openalex.org/W4385671577","https://openalex.org/W787962043","https://openalex.org/W3122289026","https://openalex.org/W2741847199","https://openalex.org/W2291600540","https://openalex.org/W2025955409","https://openalex.org/W1577301438","https://openalex.org/W4231062255"],"abstract_inverted_index":{"Public":[0],"bikes":[1,14,30],"have":[2],"emerged":[3],"as":[4,21,120,122],"a":[5,42,51,56,65,85,95,113],"significant":[6],"mode":[7],"of":[8,32,44,157,168],"transportation":[9],"for":[10,55],"commuters.":[11],"However,":[12],"public":[13,136],"can":[15],"be":[16],"damaged":[17,29],"to":[18,74,78,88,101,124,165,171],"varying":[19],"degrees":[20],"use":[22,80,127],"frequency":[23],"increases.":[24],"The":[25,161,175],"stations":[26],"occupied":[27],"by":[28],"are":[31],"low":[33],"usability,":[34],"which":[35],"may":[36],"result":[37],"in":[38,143],"fewer":[39],"users":[40],"and":[41,63,106,128,146,148],"waste":[43],"resources.":[45],"In":[46],"this":[47],"paper,":[48],"we":[49,69,83],"investigate":[50],"global":[52],"scheduling":[53,66,114,154],"solution":[54],"bike":[57,76,137,173],"system":[58],"with":[59,155],"unbalanced":[60],"life-value":[61],"distribution":[62,152],"design":[64,84,94],"approach.":[67],"Firstly,":[68],"employ":[70],"the":[71,150,166],"Weibull":[72],"model":[73,98],"estimate":[75],"life":[77],"quantify":[79],"load.":[81],"Moreover,":[82],"clustering":[86],"algorithm":[87],"partition":[89],"station":[90,118,126],"regions.":[91],"We":[92,110,131],"also":[93,111],"demand":[96,119],"prediction":[97],"named":[99],"ST-SAGCN":[100],"capture":[102],"dynamic":[103],"spatial":[104],"correlations":[105,108],"spatio-temporal":[107],"simultaneously.":[109],"propose":[112],"method":[115],"that":[116,156],"meets":[117],"much":[121],"possible":[123],"balance":[125],"bike-life":[129,151],"distribution.":[130],"conduct":[132],"experiments":[133],"on":[134],"two":[135],"datasets":[138],"covering":[139],"different":[140],"time":[141],"spans":[142],"New":[144],"York":[145],"Washington,":[147],"compare":[149],"after":[153],"real-world":[158],"actual":[159],"conditions.":[160],"experimental":[162],"results":[163],"attest":[164],"effectiveness":[167],"our":[169],"approach":[170],"balancing":[172],"use-load.":[174],"code":[176],"is":[177],"publicly":[178],"available":[179],"at":[180],"<uri":[181],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[182],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">https://github.com/Zayn-Tang/BikeSchedulingStrategy</uri>.":[183]},"counts_by_year":[],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}