{"id":"https://openalex.org/W3032127902","doi":"https://doi.org/10.1080/13658816.2020.1768259","title":"Analysis of the spatiotemporal riding modes of dockless shared bicycles based on tensor decomposition","display_name":"Analysis of the spatiotemporal riding modes of dockless shared bicycles based on tensor decomposition","publication_year":2020,"publication_date":"2020-05-28","ids":{"openalex":"https://openalex.org/W3032127902","doi":"https://doi.org/10.1080/13658816.2020.1768259","mag":"3032127902"},"language":"en","primary_location":{"id":"doi:10.1080/13658816.2020.1768259","is_oa":false,"landing_page_url":"https://doi.org/10.1080/13658816.2020.1768259","pdf_url":null,"source":{"id":"https://openalex.org/S4210181446","display_name":"International Journal of Geographical Information Systems","issn_l":"0269-3798","issn":["0269-3798","1362-3087"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Geographical Information Science","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/A5001064887","display_name":"Min Cao","orcid":"https://orcid.org/0000-0002-0852-4074"},"institutions":[{"id":"https://openalex.org/I152031979","display_name":"Nanjing Normal University","ror":"https://ror.org/036trcv74","country_code":"CN","type":"education","lineage":["https://openalex.org/I152031979"]},{"id":"https://openalex.org/I4210141657","display_name":"Jiangsu Center for Collaborative Innovation in Geographical Information Resource Development and Application","ror":"https://ror.org/045yewh40","country_code":"CN","type":"facility","lineage":["https://openalex.org/I152031979","https://openalex.org/I4210141657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Min Cao","raw_affiliation_strings":["Jiangsu Center for Collaborative Innovation in Geographical Information Resource Development and Application, Nanjing, China","School of Geography, Nanjing Normal University, Nanjing, China","State Key Laboratory Cultivation Base of Geographical Environment Evolution (Jiangsu Province), Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jiangsu Center for Collaborative Innovation in Geographical Information Resource Development and Application, Nanjing, China","institution_ids":["https://openalex.org/I4210141657"]},{"raw_affiliation_string":"School of Geography, Nanjing Normal University, Nanjing, China","institution_ids":["https://openalex.org/I152031979"]},{"raw_affiliation_string":"State Key Laboratory Cultivation Base of Geographical Environment Evolution (Jiangsu Province), Nanjing, China","institution_ids":["https://openalex.org/I4210141657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101046892","display_name":"Mengxue Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I152031979","display_name":"Nanjing Normal University","ror":"https://ror.org/036trcv74","country_code":"CN","type":"education","lineage":["https://openalex.org/I152031979"]},{"id":"https://openalex.org/I3017770710","display_name":"China North Industries Group Corporation (China)","ror":"https://ror.org/00cwdhv97","country_code":"CN","type":"company","lineage":["https://openalex.org/I3017770710"]},{"id":"https://openalex.org/I4210141657","display_name":"Jiangsu Center for Collaborative Innovation in Geographical Information Resource Development and Application","ror":"https://ror.org/045yewh40","country_code":"CN","type":"facility","lineage":["https://openalex.org/I152031979","https://openalex.org/I4210141657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengxue Huang","raw_affiliation_strings":["Norinco Group North Information Control Research Academy Croup Co., Ltd, Nanjing, China","School of Geography, Nanjing Normal University, Nanjing, China","State Key Laboratory Cultivation Base of Geographical Environment Evolution (Jiangsu Province), Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Norinco Group North Information Control Research Academy Croup Co., Ltd, Nanjing, China","institution_ids":["https://openalex.org/I3017770710"]},{"raw_affiliation_string":"School of Geography, Nanjing Normal University, Nanjing, China","institution_ids":["https://openalex.org/I152031979"]},{"raw_affiliation_string":"State Key Laboratory Cultivation Base of Geographical Environment Evolution (Jiangsu Province), Nanjing, China","institution_ids":["https://openalex.org/I4210141657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027379353","display_name":"Shangjing Ma","orcid":null},"institutions":[{"id":"https://openalex.org/I152031979","display_name":"Nanjing Normal University","ror":"https://ror.org/036trcv74","country_code":"CN","type":"education","lineage":["https://openalex.org/I152031979"]},{"id":"https://openalex.org/I4210141657","display_name":"Jiangsu Center for Collaborative Innovation in Geographical Information Resource Development and Application","ror":"https://ror.org/045yewh40","country_code":"CN","type":"facility","lineage":["https://openalex.org/I152031979","https://openalex.org/I4210141657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shangjing Ma","raw_affiliation_strings":["Jiangsu Center for Collaborative Innovation in Geographical Information Resource Development and Application, Nanjing, China","School of Geography, Nanjing Normal University, Nanjing, China","State Key Laboratory Cultivation Base of Geographical Environment Evolution (Jiangsu Province), Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jiangsu Center for Collaborative Innovation in Geographical Information Resource Development and Application, Nanjing, China","institution_ids":["https://openalex.org/I4210141657"]},{"raw_affiliation_string":"School of Geography, Nanjing Normal University, Nanjing, China","institution_ids":["https://openalex.org/I152031979"]},{"raw_affiliation_string":"State Key Laboratory Cultivation Base of Geographical Environment Evolution (Jiangsu Province), Nanjing, China","institution_ids":["https://openalex.org/I4210141657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051394029","display_name":"Guonian L\u00fc","orcid":"https://orcid.org/0000-0001-6072-4199"},"institutions":[{"id":"https://openalex.org/I152031979","display_name":"Nanjing Normal University","ror":"https://ror.org/036trcv74","country_code":"CN","type":"education","lineage":["https://openalex.org/I152031979"]},{"id":"https://openalex.org/I4210141657","display_name":"Jiangsu Center for Collaborative Innovation in Geographical Information Resource Development and Application","ror":"https://ror.org/045yewh40","country_code":"CN","type":"facility","lineage":["https://openalex.org/I152031979","https://openalex.org/I4210141657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guonian L\u00fc","raw_affiliation_strings":["Jiangsu Center for Collaborative Innovation in Geographical Information Resource Development and Application, Nanjing, China","School of Geography, Nanjing Normal University, Nanjing, China","State Key Laboratory Cultivation Base of Geographical Environment Evolution (Jiangsu Province), Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jiangsu Center for Collaborative Innovation in Geographical Information Resource Development and Application, Nanjing, China","institution_ids":["https://openalex.org/I4210141657"]},{"raw_affiliation_string":"School of Geography, Nanjing Normal University, Nanjing, China","institution_ids":["https://openalex.org/I152031979"]},{"raw_affiliation_string":"State Key Laboratory Cultivation Base of Geographical Environment Evolution (Jiangsu Province), Nanjing, China","institution_ids":["https://openalex.org/I4210141657"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062581654","display_name":"Min Chen","orcid":"https://orcid.org/0000-0001-8922-8789"},"institutions":[{"id":"https://openalex.org/I152031979","display_name":"Nanjing Normal University","ror":"https://ror.org/036trcv74","country_code":"CN","type":"education","lineage":["https://openalex.org/I152031979"]},{"id":"https://openalex.org/I4210141657","display_name":"Jiangsu Center for Collaborative Innovation in Geographical Information Resource Development and Application","ror":"https://ror.org/045yewh40","country_code":"CN","type":"facility","lineage":["https://openalex.org/I152031979","https://openalex.org/I4210141657"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Min Chen","raw_affiliation_strings":["Jiangsu Center for Collaborative Innovation in Geographical Information Resource Development and Application, Nanjing, China","School of Geography, Nanjing Normal University, Nanjing, China","State Key Laboratory Cultivation Base of Geographical Environment Evolution (Jiangsu Province), Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jiangsu Center for Collaborative Innovation in Geographical Information Resource Development and Application, Nanjing, China","institution_ids":["https://openalex.org/I4210141657"]},{"raw_affiliation_string":"School of Geography, Nanjing Normal University, Nanjing, China","institution_ids":["https://openalex.org/I152031979"]},{"raw_affiliation_string":"State Key Laboratory Cultivation Base of Geographical Environment Evolution (Jiangsu Province), Nanjing, China","institution_ids":["https://openalex.org/I4210141657"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5062581654"],"corresponding_institution_ids":["https://openalex.org/I152031979","https://openalex.org/I4210141657"],"apc_list":null,"apc_paid":null,"fwci":3.7593,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.92570132,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"34","issue":"11","first_page":"2225","last_page":"2242"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10298","display_name":"Urban Transport and Accessibility","score":0.9934999942779541,"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":0.9934999942779541,"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":0.9523000121116638,"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/T12303","display_name":"Tensor decomposition and applications","score":0.9495000243186951,"subfield":{"id":"https://openalex.org/subfields/2605","display_name":"Computational Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/beijing","display_name":"Beijing","score":0.6912431716918945},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.6085463166236877},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.5369617342948914},{"id":"https://openalex.org/keywords/tensor","display_name":"Tensor (intrinsic definition)","score":0.5303502678871155},{"id":"https://openalex.org/keywords/decomposition","display_name":"Decomposition","score":0.5269102454185486},{"id":"https://openalex.org/keywords/mode","display_name":"Mode (computer interface)","score":0.45579490065574646},{"id":"https://openalex.org/keywords/correctness","display_name":"Correctness","score":0.4115990400314331},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4072602093219757},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3825893998146057},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.3023546636104584},{"id":"https://openalex.org/keywords/pure-mathematics","display_name":"Pure mathematics","score":0.21117696166038513},{"id":"https://openalex.org/keywords/china","display_name":"China","score":0.20072808861732483},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.16116055846214294},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.13195383548736572}],"concepts":[{"id":"https://openalex.org/C2778304055","wikidata":"https://www.wikidata.org/wiki/Q657474","display_name":"Beijing","level":3,"score":0.6912431716918945},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.6085463166236877},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.5369617342948914},{"id":"https://openalex.org/C155281189","wikidata":"https://www.wikidata.org/wiki/Q3518150","display_name":"Tensor (intrinsic definition)","level":2,"score":0.5303502678871155},{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.5269102454185486},{"id":"https://openalex.org/C48677424","wikidata":"https://www.wikidata.org/wiki/Q6888088","display_name":"Mode (computer interface)","level":2,"score":0.45579490065574646},{"id":"https://openalex.org/C55439883","wikidata":"https://www.wikidata.org/wiki/Q360812","display_name":"Correctness","level":2,"score":0.4115990400314331},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4072602093219757},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3825893998146057},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.3023546636104584},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.21117696166038513},{"id":"https://openalex.org/C191935318","wikidata":"https://www.wikidata.org/wiki/Q148","display_name":"China","level":2,"score":0.20072808861732483},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.16116055846214294},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.13195383548736572},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/13658816.2020.1768259","is_oa":false,"landing_page_url":"https://doi.org/10.1080/13658816.2020.1768259","pdf_url":null,"source":{"id":"https://openalex.org/S4210181446","display_name":"International Journal of Geographical Information Systems","issn_l":"0269-3798","issn":["0269-3798","1362-3087"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Geographical Information Science","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.4699999988079071,"id":"https://metadata.un.org/sdg/11"}],"awards":[{"id":"https://openalex.org/G419992604","display_name":"\u987e\u53ca\u57ce\u5e02\u6269\u5c55\u6a21\u5f0f\u7684\u4e0d\u89c4\u5219\u77e2\u91cf\u5143\u80de\u81ea\u52a8\u673a\u548c\u591a\u4e3b\u4f53\u6a21\u578b\u7814\u7a76","funder_award_id":"41671385","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4669459834","display_name":null,"funder_award_id":"41622108","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6311851735","display_name":null,"funder_award_id":"164320H116)","funder_id":"https://openalex.org/F4320327518","funder_display_name":"Priority Academic Program Development of Jiangsu Higher Education Institutions"},{"id":"https://openalex.org/G7669581473","display_name":"\u57ce\u4e61\u878d\u5408\u80cc\u666f\u4e0b\u53bf\u57df\u6751\u9547\u5efa\u8bbe\u683c\u5c40\u6f14\u53d8\u4e0e\u4f18\u5316\u7814\u7a76\u2014\u2014\u4ee5\u6c5f\u82cf\u7701\u4e09\u53bf\u4e3a\u4f8b","funder_award_id":"41871178","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"},{"id":"https://openalex.org/F4320327518","display_name":"Priority Academic Program Development of Jiangsu Higher Education Institutions","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W1979411729","https://openalex.org/W1980975383","https://openalex.org/W2008114373","https://openalex.org/W2012324282","https://openalex.org/W2024165284","https://openalex.org/W2025671805","https://openalex.org/W2026653933","https://openalex.org/W2048050794","https://openalex.org/W2058481364","https://openalex.org/W2059633529","https://openalex.org/W2074554177","https://openalex.org/W2080113883","https://openalex.org/W2084074491","https://openalex.org/W2085092470","https://openalex.org/W2105345414","https://openalex.org/W2105724942","https://openalex.org/W2123880589","https://openalex.org/W2144920235","https://openalex.org/W2151828736","https://openalex.org/W2160031103","https://openalex.org/W2323489378","https://openalex.org/W2343462218","https://openalex.org/W2469230926","https://openalex.org/W2604930203","https://openalex.org/W2724984265","https://openalex.org/W2755763809","https://openalex.org/W2781484679","https://openalex.org/W2782620821","https://openalex.org/W2788062215","https://openalex.org/W2790533564","https://openalex.org/W2790965045","https://openalex.org/W2792010188","https://openalex.org/W2795577446","https://openalex.org/W2797884951","https://openalex.org/W2799865351","https://openalex.org/W2800715134","https://openalex.org/W2802366320","https://openalex.org/W2806769607","https://openalex.org/W2810458449","https://openalex.org/W2883291086","https://openalex.org/W2891533561","https://openalex.org/W2892981087","https://openalex.org/W2899028263","https://openalex.org/W2901215701","https://openalex.org/W2915145711","https://openalex.org/W2917068685","https://openalex.org/W2946051360","https://openalex.org/W2956910609","https://openalex.org/W2963862651","https://openalex.org/W2982371460","https://openalex.org/W2995162702","https://openalex.org/W3000509669","https://openalex.org/W3104737102","https://openalex.org/W4362597614"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2072806201","https://openalex.org/W2024218563","https://openalex.org/W1517743118","https://openalex.org/W1607154928","https://openalex.org/W2965845133","https://openalex.org/W2281090687","https://openalex.org/W1670831115","https://openalex.org/W1602178951"],"abstract_inverted_index":{"Studies":[0],"on":[1,28],"the":[2,12,20,40,49,68,80,84,94,109,118,123,133,142,146,160,169,172,185,192],"riding":[3,22,111,115,161,174],"modes":[4,23,66,82,129,162,175,194],"of":[5,14,24,45,99,101,125,135,145,149,168,171,187],"shared":[6,25,46,150],"bicycles":[7,26,47],"have":[8],"aimed":[9],"to":[10,106,159,176,190],"heighten":[11],"understanding":[13],"cycling":[15],"characteristics.":[16],"This":[17],"paper":[18],"analyzes":[19],"spatiotemporal":[21,193],"based":[27],"tensor":[29,182],"decomposition":[30,183],"in":[31,48,67,83,89],"Beijing,":[32],"China.":[33],"Two":[34],"third-order":[35],"tensors":[36],"are":[37,87,104,130,156],"constructed":[38],"for":[39,96,113,122],"origin":[41],"and":[42,52,64,73,127,137,163],"destination":[43],"points":[44,100],"day,":[50],"hour,":[51],"space":[53,74],"dimensions.":[54,197],"Three":[55],"factor":[56],"matrices":[57],"explicitly":[58],"reveal":[59,191],"two":[60],"modes,":[61,63,139],"three":[62,85],"six":[65],"day":[69],"dimension,":[70,72,75],"hour":[71],"respectively.":[76],"The":[77,152],"relationships":[78],"among":[79,195],"different":[81,97,114],"dimensions":[86],"demonstrated":[88],"an":[90],"interaction":[91],"table.":[92],"Further,":[93],"density":[95],"types":[98,121],"interest":[102],"(POIs)":[103],"calculated":[105],"further":[107],"analyze":[108],"potential":[110],"purpose":[112],"modes.":[116],"Notably,":[117],"main":[119,153],"POI":[120],"areas":[124,134,155],"O2":[126],"D2":[128],"consistent":[131],"with":[132],"D3":[136],"O3":[138],"which":[140,165],"reflects":[141],"tidal":[143],"characteristics":[144],"commuting":[147],"activities":[148],"bicycles.":[151],"functional":[154],"inferred":[157],"according":[158],"POIs,":[164],"enables":[166],"verification":[167],"correctness":[170],"obtained":[173],"some":[177],"extent.":[178],"By":[179],"method":[180],"comparison,":[181],"shows":[184],"advantage":[186],"being":[188],"able":[189],"multiple":[196]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":1}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}