{"id":"https://openalex.org/W2915299242","doi":"https://doi.org/10.1109/padsw.2018.8644999","title":"Rebalance Modern Bike Sharing System: Spatio-Temporal Data Prediction and Path Planning for Multiple Carriers","display_name":"Rebalance Modern Bike Sharing System: Spatio-Temporal Data Prediction and Path Planning for Multiple Carriers","publication_year":2018,"publication_date":"2018-12-01","ids":{"openalex":"https://openalex.org/W2915299242","doi":"https://doi.org/10.1109/padsw.2018.8644999","mag":"2915299242"},"language":"en","primary_location":{"id":"doi:10.1109/padsw.2018.8644999","is_oa":false,"landing_page_url":"https://doi.org/10.1109/padsw.2018.8644999","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 24th International Conference on Parallel and Distributed Systems (ICPADS)","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/A5079749561","display_name":"Rongshen Qin","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Rongshen Qin","raw_affiliation_strings":["Shanghai JiaoTong University"],"affiliations":[{"raw_affiliation_string":"Shanghai JiaoTong University","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072308822","display_name":"Linghe Kong","orcid":"https://orcid.org/0000-0001-9266-3044"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linghe Kong","raw_affiliation_strings":["Shanghai JiaoTong University"],"affiliations":[{"raw_affiliation_string":"Shanghai JiaoTong University","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039318240","display_name":"Minyi Guo","orcid":"https://orcid.org/0000-0003-0034-2302"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Minyi Guo","raw_affiliation_strings":["Shanghai JiaoTong University"],"affiliations":[{"raw_affiliation_string":"Shanghai JiaoTong University","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100757927","display_name":"Bin Yao","orcid":"https://orcid.org/0000-0002-6478-4209"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Yao","raw_affiliation_strings":["Shanghai JiaoTong University"],"affiliations":[{"raw_affiliation_string":"Shanghai JiaoTong University","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057916222","display_name":"Mohsen Guizani","orcid":"https://orcid.org/0000-0002-8972-8094"},"institutions":[{"id":"https://openalex.org/I155093810","display_name":"University of Idaho","ror":"https://ror.org/03hbp5t65","country_code":"US","type":"education","lineage":["https://openalex.org/I155093810"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mohsen Guizani","raw_affiliation_strings":["University of Idaho, USA"],"affiliations":[{"raw_affiliation_string":"University of Idaho, USA","institution_ids":["https://openalex.org/I155093810"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5079749561"],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":null,"apc_paid":null,"fwci":0.7341,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.81350673,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"3361","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.998199999332428,"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.998199999332428,"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/T10298","display_name":"Urban Transport and Accessibility","score":0.9965000152587891,"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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9933000206947327,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.799368143081665},{"id":"https://openalex.org/keywords/bike-sharing","display_name":"Bike sharing","score":0.7850154638290405},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.7303524017333984},{"id":"https://openalex.org/keywords/trajectory","display_name":"Trajectory","score":0.6488703489303589},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5742024183273315},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.5251314640045166},{"id":"https://openalex.org/keywords/path","display_name":"Path (computing)","score":0.5132193565368652},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.5100265145301819},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4721013605594635},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.4366680383682251},{"id":"https://openalex.org/keywords/balance","display_name":"Balance (ability)","score":0.42014065384864807},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4194229245185852},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.3268912434577942},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2383941411972046},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.16094690561294556},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1591094434261322},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1238929033279419}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.799368143081665},{"id":"https://openalex.org/C2994001137","wikidata":"https://www.wikidata.org/wiki/Q1358919","display_name":"Bike sharing","level":2,"score":0.7850154638290405},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.7303524017333984},{"id":"https://openalex.org/C13662910","wikidata":"https://www.wikidata.org/wiki/Q193139","display_name":"Trajectory","level":2,"score":0.6488703489303589},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5742024183273315},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.5251314640045166},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.5132193565368652},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.5100265145301819},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4721013605594635},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.4366680383682251},{"id":"https://openalex.org/C168031717","wikidata":"https://www.wikidata.org/wiki/Q1530280","display_name":"Balance (ability)","level":2,"score":0.42014065384864807},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4194229245185852},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.3268912434577942},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2383941411972046},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.16094690561294556},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1591094434261322},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1238929033279419},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/padsw.2018.8644999","is_oa":false,"landing_page_url":"https://doi.org/10.1109/padsw.2018.8644999","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 24th International Conference on Parallel and Distributed Systems (ICPADS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.8299999833106995,"id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1538131130","https://openalex.org/W1978445248","https://openalex.org/W2068864504","https://openalex.org/W2094885822","https://openalex.org/W2129981175","https://openalex.org/W2146870367","https://openalex.org/W2156387975","https://openalex.org/W2194775991","https://openalex.org/W2302255633","https://openalex.org/W2358962606","https://openalex.org/W2528639018","https://openalex.org/W2530386080","https://openalex.org/W2605114698","https://openalex.org/W6632100814","https://openalex.org/W6682889407","https://openalex.org/W6698183232","https://openalex.org/W6728547873"],"related_works":["https://openalex.org/W2954294845","https://openalex.org/W2560215812","https://openalex.org/W2949601986","https://openalex.org/W4323768008","https://openalex.org/W1941703695","https://openalex.org/W4248382324","https://openalex.org/W3131574667","https://openalex.org/W4288103796","https://openalex.org/W2788972299","https://openalex.org/W2498789492"],"abstract_inverted_index":{"Modern":[0],"bike":[1,16,72,100],"sharing":[2,17],"system,":[3],"in":[4,51,137],"which":[5,48,84,133],"bikes":[6,47],"can":[7,163],"be":[8],"parked":[9,49],"freely,":[10],"extends":[11],"the":[12,27,36,71,77,99,105,142,165],"flexibility":[13],"of":[14,29,46],"traditional":[15],"system":[18,31,106,167],"and":[19,75,151],"thus":[20],"has":[21],"greatly":[22],"facilitated":[23],"urban":[24],"transportation.":[25],"However,":[26],"balance":[28,109,164],"such":[30],"is":[32,54,85],"often":[33],"broken":[34],"by":[35],"user":[37],"behaviors.":[38],"And":[39],"how":[40],"to":[41,97,103,108,140],"manage":[42],"a":[43,52,55,64,86],"large":[44],"number":[45],"randomly":[50],"city":[53],"difficult":[56],"problem.":[57],"To":[58],"tackle":[59],"this":[60],"problem,":[61],"we":[62,68,115,147],"propose":[63,116],"two-step":[65],"solution.":[66],"First,":[67],"deal":[69],"with":[70,93,126],"trajectory":[73],"data":[74],"design":[76],"Spatial-Temporal":[78],"Bike":[79],"Flow":[80],"Prediction":[81],"(ST-BFP)":[82],"model,":[83],"convolutional":[87],"network":[88],"based":[89,129,155],"on":[90,130],"residual":[91],"framework":[92],"history":[94],"external":[95],"factors":[96],"predict":[98],"flows.":[101],"Second,":[102],"make":[104],"return":[107],"state":[110],"as":[111,113],"soon":[112],"possible,":[114],"an":[117],"Improved":[118],"Local":[119],"Search":[120],"Algorithm":[121],"(ILSA)":[122],"for":[123],"path":[124],"planning":[125],"multiple":[127,135],"carriers":[128,136],"forecast":[131],"result,":[132],"schedules":[134],"real":[138],"time":[139],"complete":[141],"rebalance":[143],"task":[144],"collaboratively.":[145],"Finally,":[146],"validate":[148],"our":[149,161],"model":[150],"algorithm":[152],"via":[153],"real-data":[154],"experiment.":[156],"Experimental":[157],"results":[158],"demonstrate":[159],"that":[160],"method":[162],"entire":[166],"efficiently.":[168]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
