{"id":"https://openalex.org/W2797884951","doi":"https://doi.org/10.1145/3267305.3274156","title":"Community Structures, Interactions and Dynamics in London's Bicycle Sharing Network","display_name":"Community Structures, Interactions and Dynamics in London's Bicycle Sharing Network","publication_year":2018,"publication_date":"2018-10-08","ids":{"openalex":"https://openalex.org/W2797884951","doi":"https://doi.org/10.1145/3267305.3274156","mag":"2797884951"},"language":"en","primary_location":{"id":"doi:10.1145/3267305.3274156","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3267305.3274156","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1804.05584","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Fernando Munoz-Mendez","orcid":null},"institutions":[{"id":"https://openalex.org/I4210125781","display_name":"Aecom (United Kingdom)","ror":"https://ror.org/030p6ep86","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210118136","https://openalex.org/I4210125781"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Fernando Munoz-Mendez","raw_affiliation_strings":["AECOM, Bedford, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"AECOM, Bedford, UK","institution_ids":["https://openalex.org/I4210125781"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Ke Han","orcid":null},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ke Han","raw_affiliation_strings":["Imperial College London, London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Imperial College London, London, UK","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Konstantin Klemmer","orcid":null},"institutions":[{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]},{"id":"https://openalex.org/I4210128584","display_name":"The Alan Turing Institute","ror":"https://ror.org/035dkdb55","country_code":"GB","type":"facility","lineage":["https://openalex.org/I4210128584"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Konstantin Klemmer","raw_affiliation_strings":["University of Warwick & The, Alan Turing Institute, Coventry, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Warwick & The, Alan Turing Institute, Coventry, UK","institution_ids":["https://openalex.org/I39555362","https://openalex.org/I4210128584"]}]},{"author_position":"last","author":{"id":null,"display_name":"Stephen Jarvis","orcid":null},"institutions":[{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]},{"id":"https://openalex.org/I4210128584","display_name":"The Alan Turing Institute","ror":"https://ror.org/035dkdb55","country_code":"GB","type":"facility","lineage":["https://openalex.org/I4210128584"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Stephen Jarvis","raw_affiliation_strings":["University of Warwick & The, Alan Turing Institute, Coventry, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Warwick & The, Alan Turing Institute, Coventry, UK","institution_ids":["https://openalex.org/I39555362","https://openalex.org/I4210128584"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1015","last_page":"1023"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13060","display_name":"Adventure Sports and Sensation Seeking","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13060","display_name":"Adventure Sports and Sensation Seeking","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11500","display_name":"Evacuation and Crowd Dynamics","score":0.9962999820709229,"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"}},{"id":"https://openalex.org/T10298","display_name":"Urban Transport and Accessibility","score":0.9962000250816345,"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/cluster-analysis","display_name":"Cluster analysis","score":0.5379999876022339},{"id":"https://openalex.org/keywords/dynamics","display_name":"Dynamics (music)","score":0.4869000017642975},{"id":"https://openalex.org/keywords/complex-network","display_name":"Complex network","score":0.4018000066280365},{"id":"https://openalex.org/keywords/collective-behavior","display_name":"Collective behavior","score":0.3465000092983246},{"id":"https://openalex.org/keywords/complex-system","display_name":"Complex system","score":0.3325999975204468},{"id":"https://openalex.org/keywords/network-dynamics","display_name":"Network dynamics","score":0.32839998602867126}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5579000115394592},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5379999876022339},{"id":"https://openalex.org/C145912823","wikidata":"https://www.wikidata.org/wiki/Q113558","display_name":"Dynamics (music)","level":2,"score":0.4869000017642975},{"id":"https://openalex.org/C34947359","wikidata":"https://www.wikidata.org/wiki/Q665189","display_name":"Complex network","level":2,"score":0.4018000066280365},{"id":"https://openalex.org/C100339178","wikidata":"https://www.wikidata.org/wiki/Q2548752","display_name":"Collective behavior","level":2,"score":0.3465000092983246},{"id":"https://openalex.org/C47822265","wikidata":"https://www.wikidata.org/wiki/Q854457","display_name":"Complex system","level":2,"score":0.3325999975204468},{"id":"https://openalex.org/C123757187","wikidata":"https://www.wikidata.org/wiki/Q9195957","display_name":"Network dynamics","level":2,"score":0.32839998602867126},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27649998664855957},{"id":"https://openalex.org/C151915977","wikidata":"https://www.wikidata.org/wiki/Q5937740","display_name":"Human dynamics","level":2,"score":0.27140000462532043},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.2599000036716461},{"id":"https://openalex.org/C32946077","wikidata":"https://www.wikidata.org/wiki/Q618079","display_name":"Network analysis","level":2,"score":0.2597000002861023}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1145/3267305.3274156","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3267305.3274156","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers","raw_type":"proceedings-article"},{"id":"pmh:oai:wrap.warwick.ac.uk:110671","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306400665","display_name":"Warwick Research Archive Portal (University of Warwick)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I39555362","host_organization_name":"University of Warwick","host_organization_lineage":["https://openalex.org/I39555362"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Conference Item"},{"id":"pmh:oai:arXiv.org:1804.05584","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1804.05584","pdf_url":"https://arxiv.org/pdf/1804.05584","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/f139c284-4fb0-4348-8900-5e3efe1a7042","is_oa":false,"landing_page_url":"http://www.scopus.com/inward/record.url?scp=85058335108&partnerID=8YFLogxK","pdf_url":null,"source":{"id":"https://openalex.org/S4306402634","display_name":"University of Birmingham Research Portal (University of Birmingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79619799","host_organization_name":"University of Birmingham","host_organization_lineage":["https://openalex.org/I79619799"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"contributionToPeriodical"},{"id":"pmh:oai:spiral.imperial.ac.uk:10044/1/63438","is_oa":false,"landing_page_url":"http://hdl.handle.net/10044/1/63438","pdf_url":null,"source":{"id":"https://openalex.org/S4306401396","display_name":"Spiral (Imperial College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I47508984","host_organization_name":"Imperial College London","host_organization_lineage":["https://openalex.org/I47508984"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"The 7th International Workshop on Pervasive Urban Applications (PURBA 2018)","raw_type":"Conference Paper"},{"id":"pmh:oai:wrap.warwick.ac.uk:121828","is_oa":false,"landing_page_url":"http://wrap.warwick.ac.uk/121828/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400665","display_name":"Warwick Research Archive Portal (University of Warwick)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I39555362","host_organization_name":"University of Warwick","host_organization_lineage":["https://openalex.org/I39555362"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Item"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1804.05584","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1804.05584","pdf_url":"https://arxiv.org/pdf/1804.05584","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1633672591","display_name":null,"funder_award_id":"N510129","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G3855435662","display_name":null,"funder_award_id":"N510129","funder_id":"https://openalex.org/F4320313467","funder_display_name":"Alan Turing Institute"},{"id":"https://openalex.org/G4072067573","display_name":null,"funder_award_id":"EP/N510129/1","funder_id":"https://openalex.org/F4320313467","funder_display_name":"Alan Turing Institute"},{"id":"https://openalex.org/G444630160","display_name":null,"funder_award_id":"EP/N510129/","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G4500485203","display_name":"The Alan Turing Institute","funder_award_id":"EP/N510129/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G8597009950","display_name":null,"funder_award_id":"EP/N510129/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G899962378","display_name":"EPSRC Centre for Doctoral Training in Urban Science and Progress","funder_award_id":"EP/L016400/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320313467","display_name":"Alan Turing Institute","ror":"https://ror.org/035dkdb55"},{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1936898241","https://openalex.org/W1995875735","https://openalex.org/W2012324282","https://openalex.org/W2051496781","https://openalex.org/W2062672519","https://openalex.org/W2084328811","https://openalex.org/W2125050594","https://openalex.org/W2130121832","https://openalex.org/W2135616346","https://openalex.org/W2163220605","https://openalex.org/W2164998314","https://openalex.org/W2613756486"],"related_works":[],"abstract_inverted_index":{"We":[0,55],"apply":[1],"a":[2],"novel":[3],"clustering":[4],"technique":[5],"to":[6,45],"London's":[7,31],"bikesharing":[8,64],"network,":[9],"deriving":[10],"distinctive":[11],"behavioral":[12],"patterns":[13],"and":[14,18,26,42],"assessing":[15],"community":[16],"interactions":[17],"spatio-temporal":[19],"dynamics.":[20],"The":[21],"analyses":[22],"reveal":[23],"self-contained,":[24],"interconnected":[25],"hybrid":[27],"clusters":[28],"that":[29],"mimic":[30],"physical":[32],"structure.":[33],"Exploring":[34],"changes":[35],"over":[36],"time,":[37],"we":[38],"find":[39],"geographically":[40],"isolated":[41],"specialized":[43],"communities":[44],"be":[46],"relatively":[47],"consistent,":[48],"while":[49],"the":[50,59,63],"remaining":[51],"system":[52],"exhibits":[53],"volatility.":[54],"increase":[56],"understanding":[57],"of":[58,62],"collective":[60],"behavior":[61],"users.":[65]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":4}],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2018-04-24T00:00:00"}