{"id":"https://openalex.org/W4206920653","doi":"https://doi.org/10.1109/jiot.2022.3142070","title":"Interblock Flow Prediction With Relation Graph Network for Cold Start on Bike-Sharing System","display_name":"Interblock Flow Prediction With Relation Graph Network for Cold Start on Bike-Sharing System","publication_year":2022,"publication_date":"2022-01-11","ids":{"openalex":"https://openalex.org/W4206920653","doi":"https://doi.org/10.1109/jiot.2022.3142070"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2022.3142070","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2022.3142070","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things 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/A5101853514","display_name":"Mingda Jiang","orcid":"https://orcid.org/0000-0002-3738-8497"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingda Jiang","raw_affiliation_strings":["Department of Control Science and Engineering, Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-3738-8497","affiliations":[{"raw_affiliation_string":"Department of Control Science and Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101680944","display_name":"Chao Li","orcid":"https://orcid.org/0000-0002-8886-1547"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao Li","raw_affiliation_strings":["Department of Control Science and Engineering, Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-8886-1547","affiliations":[{"raw_affiliation_string":"Department of Control Science and Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089327790","display_name":"Kehan Li","orcid":"https://orcid.org/0000-0002-5318-4806"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kehan Li","raw_affiliation_strings":["Department of Control Science and Engineering, Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-5318-4806","affiliations":[{"raw_affiliation_string":"Department of Control Science and Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101919600","display_name":"Zidong Yang","orcid":"https://orcid.org/0000-0003-0277-3333"},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zidong Yang","raw_affiliation_strings":["Department of DAMO Academy, Alibaba Group, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-0277-3333","affiliations":[{"raw_affiliation_string":"Department of DAMO Academy, Alibaba Group, Hangzhou, China","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100458867","display_name":"Hao Liu","orcid":"https://orcid.org/0000-0003-0510-6501"},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Liu","raw_affiliation_strings":["Department of Alimama, Alibaba Group, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-0510-6501","affiliations":[{"raw_affiliation_string":"Department of Alimama, Alibaba Group, Hangzhou, China","institution_ids":["https://openalex.org/I45928872"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6483,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.63984218,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"9","issue":"15","first_page":"13390","last_page":"13404"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9988999962806702,"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"}},"topics":[{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9988999962806702,"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"}},{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9962999820709229,"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/T11500","display_name":"Evacuation and Crowd Dynamics","score":0.9940000176429749,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/computer-science","display_name":"Computer science","score":0.7715846300125122},{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.5466896891593933},{"id":"https://openalex.org/keywords/bike-sharing","display_name":"Bike sharing","score":0.48935478925704956},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4825255572795868},{"id":"https://openalex.org/keywords/control-flow-graph","display_name":"Control flow graph","score":0.45509952306747437},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4214813709259033},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3781580924987793},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.2811141312122345},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.24315404891967773},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.11638391017913818}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7715846300125122},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.5466896891593933},{"id":"https://openalex.org/C2994001137","wikidata":"https://www.wikidata.org/wiki/Q1358919","display_name":"Bike sharing","level":2,"score":0.48935478925704956},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4825255572795868},{"id":"https://openalex.org/C27458966","wikidata":"https://www.wikidata.org/wiki/Q1187693","display_name":"Control flow graph","level":2,"score":0.45509952306747437},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4214813709259033},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3781580924987793},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.2811141312122345},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.24315404891967773},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.11638391017913818},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2022.3142070","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2022.3142070","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.6800000071525574}],"awards":[{"id":"https://openalex.org/G1764420153","display_name":null,"funder_award_id":"61731004","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5303296336","display_name":null,"funder_award_id":"62002322","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"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":72,"referenced_works":["https://openalex.org/W1888005072","https://openalex.org/W2154851992","https://openalex.org/W2358962606","https://openalex.org/W2405933695","https://openalex.org/W2466124480","https://openalex.org/W2596904372","https://openalex.org/W2604855555","https://openalex.org/W2605174772","https://openalex.org/W2737925311","https://openalex.org/W2742211145","https://openalex.org/W2742650756","https://openalex.org/W2756203131","https://openalex.org/W2765970942","https://openalex.org/W2772724270","https://openalex.org/W2782794446","https://openalex.org/W2783226629","https://openalex.org/W2783905499","https://openalex.org/W2787772181","https://openalex.org/W2889402503","https://openalex.org/W2892885557","https://openalex.org/W2895658484","https://openalex.org/W2899992850","https://openalex.org/W2903620670","https://openalex.org/W2904832339","https://openalex.org/W2907492528","https://openalex.org/W2908897420","https://openalex.org/W2910892140","https://openalex.org/W2911387350","https://openalex.org/W2911432088","https://openalex.org/W2911752602","https://openalex.org/W2921532413","https://openalex.org/W2922146383","https://openalex.org/W2925819646","https://openalex.org/W2955375803","https://openalex.org/W2961453427","https://openalex.org/W2962756421","https://openalex.org/W2963089930","https://openalex.org/W2963224980","https://openalex.org/W2976021496","https://openalex.org/W2979209959","https://openalex.org/W2995595602","https://openalex.org/W2999218752","https://openalex.org/W3001314220","https://openalex.org/W3009925165","https://openalex.org/W3011667710","https://openalex.org/W3013238231","https://openalex.org/W3013470702","https://openalex.org/W3013536937","https://openalex.org/W3016406232","https://openalex.org/W3020226624","https://openalex.org/W3034077950","https://openalex.org/W3034543183","https://openalex.org/W3037978128","https://openalex.org/W3046616315","https://openalex.org/W3081187646","https://openalex.org/W3093828967","https://openalex.org/W3102272367","https://openalex.org/W3103720336","https://openalex.org/W3104097132","https://openalex.org/W3127452186","https://openalex.org/W3132482077","https://openalex.org/W3139069477","https://openalex.org/W3197004077","https://openalex.org/W3213705378","https://openalex.org/W4206147254","https://openalex.org/W4294558607","https://openalex.org/W4297733535","https://openalex.org/W6738964360","https://openalex.org/W6741450815","https://openalex.org/W6745537798","https://openalex.org/W6748280707","https://openalex.org/W6768064416"],"related_works":["https://openalex.org/W4234874385","https://openalex.org/W2954294845","https://openalex.org/W2323648130","https://openalex.org/W2157140558","https://openalex.org/W2378782423","https://openalex.org/W4288103796","https://openalex.org/W2100843116","https://openalex.org/W2388988621","https://openalex.org/W2974004262","https://openalex.org/W2357797405"],"abstract_inverted_index":{"As":[0],"the":[1,12,20,25,31,51,68,77,87,94,102,122,157,169,174,181],"IoT":[2],"technology":[3],"becomes":[4],"well":[5],"established":[6],"and":[7,47,54,81,89,108,131,163,173],"sharing":[8],"economy":[9],"expands":[10],"worldwide,":[11],"bike-sharing":[13],"system":[14],"(BSS)":[15],"has":[16],"spread":[17],"fast":[18],"in":[19,27,151,180],"last":[21],"decade.":[22],"When":[23],"introducing":[24],"BSS":[26],"a":[28,113,117,177],"new":[29],"city,":[30],"operator":[32],"often":[33],"faces":[34],"many":[35],"challenges:":[36],"e.g.,":[37],"optimizing":[38],"station":[39,160],"siting":[40],"(physical":[41],"or":[42],"electric),":[43],"constructing":[44],"bike":[45,164],"lanes,":[46],"making":[48],"strategies":[49],"for":[50],"initial":[52],"distribution":[53,88],"rebalancing":[55],"of":[56,91,104,159],"bikes.":[57],"These":[58],"challenges":[59],"require":[60],"an":[61],"accurate":[62],"interblock":[63,95],"flow":[64,96],"prediction":[65,170],"before":[66],"deploying":[67],"BSS.":[69],"In":[70],"this":[71],"article,":[72],"we":[73],"derive":[74],"blocks":[75],"from":[76,171],"urban":[78],"road":[79],"network":[80,125],"extract":[82,128],"blocks\u2019":[83],"features":[84,103,130],"based":[85,100,167],"on":[86,101,138,168],"types":[90],"POI.":[92],"Then,":[93],"can":[97],"be":[98],"predicted":[99],"both":[105],"start/end":[106],"block":[107,129],"neighbor":[109],"blocks.":[110],"We":[111,154],"propose":[112],"unified":[114],"architecture":[115],"with":[116],"generalized":[118],"attention":[119],"mechanism":[120],"named":[121],"relation":[123],"graph":[124,148],"(RGN)":[126],"to":[127],"make":[132],"predictions":[133],"across":[134],"cities.":[135],"The":[136],"evaluations":[137],"real-world":[139],"data":[140],"sets":[141],"show":[142],"that":[143],"RGN":[144],"outperforms":[145],"other":[146],"popular":[147],"neural":[149],"networks":[150],"multiple":[152],"metrics.":[153],"further":[155],"simulate":[156],"applications":[158],"site":[161],"selection":[162],"lane":[165],"planning":[166],"RGN,":[172],"result":[175],"provides":[176],"noticeable":[178],"increase":[179],"BSS\u2019s":[182],"deployment/operation":[183],"efficiency.":[184]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}