{"id":"https://openalex.org/W3047070814","doi":"https://doi.org/10.1093/comjnl/bxaa086","title":"Central Station-Based Demand Prediction for Determining Target Inventory in a Bike-Sharing System","display_name":"Central Station-Based Demand Prediction for Determining Target Inventory in a Bike-Sharing System","publication_year":2020,"publication_date":"2020-07-31","ids":{"openalex":"https://openalex.org/W3047070814","doi":"https://doi.org/10.1093/comjnl/bxaa086","mag":"3047070814"},"language":"en","primary_location":{"id":"doi:10.1093/comjnl/bxaa086","is_oa":false,"landing_page_url":"https://doi.org/10.1093/comjnl/bxaa086","pdf_url":null,"source":{"id":"https://openalex.org/S44643521","display_name":"The Computer Journal","issn_l":"0010-4620","issn":["0010-4620","1460-2067"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Computer Journal","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/A5007928773","display_name":"Jianbin Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jianbin Huang","raw_affiliation_strings":["School of Computer Science and Technology, Xidian University, Xi\u2019an, 710071, China","School of Computer Science and Technology, Xidian University, Xi'an, 710071, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Xidian University, Xi\u2019an, 710071, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"School of Computer Science and Technology, Xidian University, Xi'an, 710071, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100705864","display_name":"Heli Sun","orcid":"https://orcid.org/0000-0003-0818-0301"},"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":"Heli Sun","raw_affiliation_strings":["Xian Jiaotong University Shenzhen Research School, Shenzhen, 518057, Guangdong, China"],"affiliations":[{"raw_affiliation_string":"Xian Jiaotong University Shenzhen Research School, Shenzhen, 518057, Guangdong, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101618766","display_name":"He Li","orcid":"https://orcid.org/0000-0002-3947-9712"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"He Li","raw_affiliation_strings":["School of Computer Science and Technology, Xidian University, Xi\u2019an, 710071, China","School of Computer Science and Technology, Xidian University, Xi'an, 710071, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Xidian University, Xi\u2019an, 710071, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"School of Computer Science and Technology, Xidian University, Xi'an, 710071, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030107601","display_name":"Longji Huang","orcid":"https://orcid.org/0000-0001-9184-381X"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Longji Huang","raw_affiliation_strings":["School of Computer Science and Technology, Xidian University, Xi\u2019an, 710071, China","School of Computer Science and Technology, Xidian University, Xi'an, 710071, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Xidian University, Xi\u2019an, 710071, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"School of Computer Science and Technology, Xidian University, Xi'an, 710071, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100359743","display_name":"Ao Li","orcid":"https://orcid.org/0000-0002-8171-9011"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ao Li","raw_affiliation_strings":["School of Computer Science and Technology, Xidian University, Xi\u2019an, 710071, China","School of Computer Science and Technology, Xidian University, Xi'an, 710071, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Xidian University, Xi\u2019an, 710071, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"School of Computer Science and Technology, Xidian University, Xi'an, 710071, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100369974","display_name":"Xiangyu Wang","orcid":"https://orcid.org/0000-0001-8718-6941"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangyu Wang","raw_affiliation_strings":["School of Computer Science and Technology, Xidian University, Xi\u2019an, 710071, China","School of Computer Science and Technology, Xidian University, Xi'an, 710071, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Xidian University, Xi\u2019an, 710071, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"School of Computer Science and Technology, Xidian University, Xi'an, 710071, China","institution_ids":["https://openalex.org/I149594827"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5007928773"],"corresponding_institution_ids":["https://openalex.org/I149594827"],"apc_list":{"value":2635,"currency":"GBP","value_usd":3232},"apc_paid":null,"fwci":0.9112,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.82714247,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"65","issue":"3","first_page":"573","last_page":"588"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10298","display_name":"Urban Transport and Accessibility","score":0.9994999766349792,"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/T10298","display_name":"Urban Transport and Accessibility","score":0.9994999766349792,"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":0.994700014591217,"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9937000274658203,"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/bike-sharing","display_name":"Bike sharing","score":0.7926911115646362},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7394330501556396},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.564137876033783},{"id":"https://openalex.org/keywords/queueing-theory","display_name":"Queueing theory","score":0.5561223030090332},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.503595769405365},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.48861199617385864},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.48850905895233154},{"id":"https://openalex.org/keywords/hierarchical-clustering","display_name":"Hierarchical clustering","score":0.4678875505924225},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.39958763122558594},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.32185935974121094},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.19728431105613708},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1454828679561615},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.13951951265335083},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07581815123558044}],"concepts":[{"id":"https://openalex.org/C2994001137","wikidata":"https://www.wikidata.org/wiki/Q1358919","display_name":"Bike sharing","level":2,"score":0.7926911115646362},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7394330501556396},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.564137876033783},{"id":"https://openalex.org/C22684755","wikidata":"https://www.wikidata.org/wiki/Q847526","display_name":"Queueing theory","level":2,"score":0.5561223030090332},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.503595769405365},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.48861199617385864},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.48850905895233154},{"id":"https://openalex.org/C92835128","wikidata":"https://www.wikidata.org/wiki/Q1277447","display_name":"Hierarchical clustering","level":3,"score":0.4678875505924225},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.39958763122558594},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.32185935974121094},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.19728431105613708},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1454828679561615},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.13951951265335083},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07581815123558044},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","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},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1093/comjnl/bxaa086","is_oa":false,"landing_page_url":"https://doi.org/10.1093/comjnl/bxaa086","pdf_url":null,"source":{"id":"https://openalex.org/S44643521","display_name":"The Computer Journal","issn_l":"0010-4620","issn":["0010-4620","1460-2067"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Computer Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G149982503","display_name":null,"funder_award_id":"61672417","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4463323601","display_name":null,"funder_award_id":"JCYJ20170816100845994","funder_id":"https://openalex.org/F4320317337","funder_display_name":"Science and Technology Foundation of Shenzhen City"},{"id":"https://openalex.org/G697166354","display_name":null,"funder_award_id":"61602354","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8734838407","display_name":null,"funder_award_id":"61876138","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320317337","display_name":"Science and Technology Foundation of Shenzhen City","ror":null},{"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}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W35399427","https://openalex.org/W109636739","https://openalex.org/W273955616","https://openalex.org/W1972189565","https://openalex.org/W1977556410","https://openalex.org/W1994005439","https://openalex.org/W2015840019","https://openalex.org/W2051496781","https://openalex.org/W2122111042","https://openalex.org/W2145656012","https://openalex.org/W2176511201","https://openalex.org/W2246001753","https://openalex.org/W2358962606","https://openalex.org/W2515292392","https://openalex.org/W2552942965","https://openalex.org/W2730222300","https://openalex.org/W2809303669","https://openalex.org/W4234698323","https://openalex.org/W4239677523","https://openalex.org/W6601424805","https://openalex.org/W6610017368","https://openalex.org/W6632132322","https://openalex.org/W6644682428","https://openalex.org/W6697575245","https://openalex.org/W6718319933","https://openalex.org/W6729635839","https://openalex.org/W6729958171","https://openalex.org/W6740112170","https://openalex.org/W6742321094","https://openalex.org/W6752668769"],"related_works":["https://openalex.org/W2954294845","https://openalex.org/W4288103796","https://openalex.org/W2100843116","https://openalex.org/W2974004262","https://openalex.org/W2577596737","https://openalex.org/W4298130764","https://openalex.org/W2804364458","https://openalex.org/W2946404748","https://openalex.org/W3200375535","https://openalex.org/W4300406689"],"abstract_inverted_index":{"Abstract":[0],"Predicting":[1],"the":[2,8,12,26,31,37,46,60,66,97,118,135,140,148,157,172,182],"bike":[3,27,62,99,173,186],"demand":[4,28,63,100,174],"can":[5],"help":[6],"rebalance":[7,41],"bikes":[9],"and":[10,82,104,151,159,166],"improve":[11],"service":[13],"quality":[14],"of":[15,21,40,48,130,137,142],"a":[16,56,91,112,143,153,167],"bike-sharing":[17],"system.":[18],"A":[19],"lot":[20],"works":[22],"focus":[23],"on":[24,65,181],"predicting":[25,59],"for":[29,58,101,122,175],"all":[30],"stations,":[32],"which":[33],"is":[34,133,193],"unnecessary":[35],"as":[36,45],"travel":[38],"cost":[39],"operations":[42],"increases":[43],"sharply":[44],"number":[47],"stations":[49,68,81,84,150],"increases.":[50],"In":[51],"this":[52,131],"paper,":[53],"we":[54,69,72,89,110],"propose":[55,73,90],"framework":[57],"hourly":[61,98],"based":[64],"central":[67,80,106,124,138,149,176],"define.":[70],"Firstly,":[71],"Two-Stage":[74],"Station":[75],"Clustering":[76],"Algorithm":[77,165],"to":[78,95,116,146,170],"assign":[79],"common":[83],"into":[85],"each":[86,105,123],"cluster.":[87],"Secondly,":[88],"hierarchical":[92,154],"prediction":[93],"model":[94,115,169],"predict":[96,171],"every":[102],"cluster":[103,147],"station":[107],"progressively.":[108],"Thirdly,":[109],"use":[111,141],"well-studied":[113],"queuing":[114],"determine":[117],"target":[119],"initial":[120],"inventory":[121],"station.":[125],"The":[126,178],"most":[127],"innovative":[128],"contribution":[129],"paper":[132],"proposing":[134],"concept":[136],"station,":[139],"novel":[144],"algorithm":[145],"present":[152],"model,":[155],"containing":[156],"Time":[158],"Weather":[160],"Similarity":[161],"Weighted":[162],"K-Nearest":[163],"Neighbor":[164],"linear":[168],"stations.":[177],"experimental":[179],"results":[180],"New":[183],"York":[184],"citi":[185],"system":[187],"demonstrate":[188],"that":[189],"our":[190],"proposed":[191],"method":[192],"more":[194],"accurate":[195],"than":[196],"other":[197],"methods":[198],"in":[199],"solving":[200],"existing":[201],"problems.":[202]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2026-03-27T14:29:43.386196","created_date":"2025-10-10T00:00:00"}
