{"id":"https://openalex.org/W3010986440","doi":"https://doi.org/10.1007/s11042-020-08803-y","title":"Demand prediction for a public bike sharing program based on spatio-temporal graph convolutional networks","display_name":"Demand prediction for a public bike sharing program based on spatio-temporal graph convolutional networks","publication_year":2020,"publication_date":"2020-03-13","ids":{"openalex":"https://openalex.org/W3010986440","doi":"https://doi.org/10.1007/s11042-020-08803-y","mag":"3010986440"},"language":"en","primary_location":{"id":"doi:10.1007/s11042-020-08803-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-020-08803-y","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","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/A5038821992","display_name":"Guangnian Xiao","orcid":"https://orcid.org/0000-0002-9054-9165"},"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"]},{"id":"https://openalex.org/I96733725","display_name":"Shanghai Maritime University","ror":"https://ror.org/04z7qrj66","country_code":"CN","type":"education","lineage":["https://openalex.org/I96733725"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangnian Xiao","raw_affiliation_strings":["School of Economics and Management, Shanghai Maritime University, 1550 Haigang Ave, 201306, Shanghai, China","School of Naval Architecture Ocean and Civil Engineering, Shanghai Jiao Tong University, 800 Dongchuan RD., 200240, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Economics and Management, Shanghai Maritime University, 1550 Haigang Ave, 201306, Shanghai, China","institution_ids":["https://openalex.org/I96733725"]},{"raw_affiliation_string":"School of Naval Architecture Ocean and Civil Engineering, Shanghai Jiao Tong University, 800 Dongchuan RD., 200240, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010808042","display_name":"Ruinan Wang","orcid":"https://orcid.org/0009-0003-1218-2921"},"institutions":[{"id":"https://openalex.org/I96733725","display_name":"Shanghai Maritime University","ror":"https://ror.org/04z7qrj66","country_code":"CN","type":"education","lineage":["https://openalex.org/I96733725"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruinan Wang","raw_affiliation_strings":["School of Economics and Management, Shanghai Maritime University, 1550 Haigang Ave, 201306, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Economics and Management, Shanghai Maritime University, 1550 Haigang Ave, 201306, Shanghai, China","institution_ids":["https://openalex.org/I96733725"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090751944","display_name":"Chunqin Zhang","orcid":"https://orcid.org/0000-0001-5257-1268"},"institutions":[{"id":"https://openalex.org/I1328775524","display_name":"Zhejiang Sci-Tech University","ror":"https://ror.org/03893we55","country_code":"CN","type":"education","lineage":["https://openalex.org/I1328775524"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunqin Zhang","raw_affiliation_strings":["School of Civil Engineering and Architecture, Zhejiang Sci-Tech University, No. 928, No. 2 Street, Xiasha Higher Education Park, 310018, Hangzhou, Zhejiang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Civil Engineering and Architecture, Zhejiang Sci-Tech University, No. 928, No. 2 Street, Xiasha Higher Education Park, 310018, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I1328775524"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012668370","display_name":"Anning Ni","orcid":"https://orcid.org/0000-0002-5614-6450"},"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":"Anning Ni","raw_affiliation_strings":["School of Naval Architecture Ocean and Civil Engineering, Shanghai Jiao Tong University, 800 Dongchuan RD., 200240, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Naval Architecture Ocean and Civil Engineering, Shanghai Jiao Tong University, 800 Dongchuan RD., 200240, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5012668370"],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":{"value":2890,"currency":"USD","value_usd":2890},"apc_paid":null,"fwci":16.7875,"has_fulltext":false,"cited_by_count":94,"citation_normalized_percentile":{"value":0.99180614,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"80","issue":"15","first_page":"22907","last_page":"22925"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10298","display_name":"Urban Transport and Accessibility","score":0.9997000098228455,"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":0.9997000098228455,"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"}},{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9922000169754028,"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/computer-science","display_name":"Computer science","score":0.8740592002868652},{"id":"https://openalex.org/keywords/competitor-analysis","display_name":"Competitor analysis","score":0.6826125383377075},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.667327880859375},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6288798451423645},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.6261210441589355},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47071951627731323},{"id":"https://openalex.org/keywords/temporal-database","display_name":"Temporal database","score":0.4404789209365845},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4210747182369232},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.39091217517852783},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.18953409790992737},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.17712679505348206}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8740592002868652},{"id":"https://openalex.org/C127576917","wikidata":"https://www.wikidata.org/wiki/Q624630","display_name":"Competitor analysis","level":2,"score":0.6826125383377075},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.667327880859375},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6288798451423645},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.6261210441589355},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47071951627731323},{"id":"https://openalex.org/C77277458","wikidata":"https://www.wikidata.org/wiki/Q1969246","display_name":"Temporal database","level":2,"score":0.4404789209365845},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4210747182369232},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.39091217517852783},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.18953409790992737},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.17712679505348206},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","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:10.1007/s11042-020-08803-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-020-08803-y","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2209848848","display_name":"\u57fa\u4e8e\u591a\u4e3b\u4f53\u6548\u76ca\u8bc4\u4ef7\u7684\u57ce\u5e02\u516c\u4ea4\u7ba1\u7406\u6a21\u5f0f\u4f18\u5316\u7814\u7a76","funder_award_id":"71901196","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3470539380","display_name":null,"funder_award_id":"17692109300","funder_id":"https://openalex.org/F4320335968","funder_display_name":"Scientific and Innovative Action Plan of Shanghai"},{"id":"https://openalex.org/G7494203277","display_name":"\u57fa\u4e8e\u5927\u6570\u636e\u5206\u6790\u7684\u5c45\u6c11\u6d3b\u52a8-\u51fa\u884c\u51b3\u7b56\u673a\u5236\u53ca\u5176\u6f14\u53d8\u89c4\u5f8b\u7814\u7a76","funder_award_id":"71701125","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7588371067","display_name":null,"funder_award_id":"17DZ1204000","funder_id":"https://openalex.org/F4320335968","funder_display_name":"Scientific and Innovative Action Plan of Shanghai"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335968","display_name":"Scientific and Innovative Action Plan of Shanghai","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W109636739","https://openalex.org/W242620205","https://openalex.org/W1506247312","https://openalex.org/W1973749534","https://openalex.org/W2062147841","https://openalex.org/W2068864504","https://openalex.org/W2145656012","https://openalex.org/W2297059404","https://openalex.org/W2515292392","https://openalex.org/W2557523848","https://openalex.org/W2593163754","https://openalex.org/W2756203131","https://openalex.org/W2765830126","https://openalex.org/W2769053340","https://openalex.org/W2783226629","https://openalex.org/W2790965045","https://openalex.org/W2795577446","https://openalex.org/W2795599376","https://openalex.org/W2802437563","https://openalex.org/W2884738862","https://openalex.org/W2895578254","https://openalex.org/W2897279535","https://openalex.org/W2897876396","https://openalex.org/W2898000882","https://openalex.org/W2901191183","https://openalex.org/W2903483030","https://openalex.org/W2904513285","https://openalex.org/W2921748274","https://openalex.org/W2936795719","https://openalex.org/W2938880260","https://openalex.org/W2964319113","https://openalex.org/W2969677512","https://openalex.org/W3103720336"],"related_works":["https://openalex.org/W2358804928","https://openalex.org/W4225710828","https://openalex.org/W1998528887","https://openalex.org/W2965538880","https://openalex.org/W2143282039","https://openalex.org/W2528370785","https://openalex.org/W4200335562","https://openalex.org/W2861933770","https://openalex.org/W2361145238","https://openalex.org/W2811185723"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":17},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":24},{"year":2021,"cited_by_count":15},{"year":2020,"cited_by_count":13},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}