{"id":"https://openalex.org/W4392379124","doi":"https://doi.org/10.1080/19475683.2024.2324393","title":"Exploring dynamic urban mobility patterns from traffic flow data using community detection","display_name":"Exploring dynamic urban mobility patterns from traffic flow data using community detection","publication_year":2024,"publication_date":"2024-03-04","ids":{"openalex":"https://openalex.org/W4392379124","doi":"https://doi.org/10.1080/19475683.2024.2324393"},"language":"en","primary_location":{"id":"doi:10.1080/19475683.2024.2324393","is_oa":true,"landing_page_url":"https://doi.org/10.1080/19475683.2024.2324393","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/19475683.2024.2324393?needAccess=true","source":{"id":"https://openalex.org/S4210199948","display_name":"Annals of GIS","issn_l":"1947-5683","issn":["1947-5683","1947-5691"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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":"Annals of GIS","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.tandfonline.com/doi/pdf/10.1080/19475683.2024.2324393?needAccess=true","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5057988612","display_name":"Jinli Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I13511017","display_name":"Texas State University","ror":"https://ror.org/05h9q1g27","country_code":"US","type":"education","lineage":["https://openalex.org/I13511017"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jinli Liu","raw_affiliation_strings":["Department of Geography and Environmental Studies, Texas State University, San Marcos, TX, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Geography and Environmental Studies, Texas State University, San Marcos, TX, USA","institution_ids":["https://openalex.org/I13511017"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044707397","display_name":"Yihong Yuan","orcid":"https://orcid.org/0000-0001-6266-9744"},"institutions":[{"id":"https://openalex.org/I13511017","display_name":"Texas State University","ror":"https://ror.org/05h9q1g27","country_code":"US","type":"education","lineage":["https://openalex.org/I13511017"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yihong Yuan","raw_affiliation_strings":["Department of Geography and Environmental Studies, Texas State University, San Marcos, TX, USA"],"raw_orcid":"https://orcid.org/0000-0001-6266-9744","affiliations":[{"raw_affiliation_string":"Department of Geography and Environmental Studies, Texas State University, San Marcos, TX, USA","institution_ids":["https://openalex.org/I13511017"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5044707397"],"corresponding_institution_ids":["https://openalex.org/I13511017"],"apc_list":{"value":1500,"currency":"USD","value_usd":1500},"apc_paid":{"value":1500,"currency":"USD","value_usd":1500},"fwci":7.137,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.96274053,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"30","issue":"4","first_page":"435","last_page":"454"},"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":0.9998999834060669,"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":0.9998999834060669,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9909999966621399,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11819","display_name":"Data-Driven Disease Surveillance","score":0.9783999919891357,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/traffic-flow","display_name":"Traffic flow (computer networking)","score":0.4861288070678711},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.47026142477989197},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.3477735221385956},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.17396512627601624},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13911423087120056}],"concepts":[{"id":"https://openalex.org/C207512268","wikidata":"https://www.wikidata.org/wiki/Q3074551","display_name":"Traffic flow (computer networking)","level":2,"score":0.4861288070678711},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47026142477989197},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.3477735221385956},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.17396512627601624},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13911423087120056}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/19475683.2024.2324393","is_oa":true,"landing_page_url":"https://doi.org/10.1080/19475683.2024.2324393","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/19475683.2024.2324393?needAccess=true","source":{"id":"https://openalex.org/S4210199948","display_name":"Annals of GIS","issn_l":"1947-5683","issn":["1947-5683","1947-5691"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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":"Annals of GIS","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:90ebdf614d0a42c8a31109bd7dc02973","is_oa":false,"landing_page_url":"https://doaj.org/article/90ebdf614d0a42c8a31109bd7dc02973","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Annals of GIS, Vol 30, Iss 4, Pp 435-454 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1080/19475683.2024.2324393","is_oa":true,"landing_page_url":"https://doi.org/10.1080/19475683.2024.2324393","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/19475683.2024.2324393?needAccess=true","source":{"id":"https://openalex.org/S4210199948","display_name":"Annals of GIS","issn_l":"1947-5683","issn":["1947-5683","1947-5691"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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":"Annals of GIS","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.8299999833106995}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4392379124.pdf"},"referenced_works_count":45,"referenced_works":["https://openalex.org/W303733223","https://openalex.org/W1918275453","https://openalex.org/W1966119405","https://openalex.org/W1968326656","https://openalex.org/W1977510622","https://openalex.org/W1985160654","https://openalex.org/W2012609801","https://openalex.org/W2034636363","https://openalex.org/W2039549816","https://openalex.org/W2047822617","https://openalex.org/W2057568625","https://openalex.org/W2061308627","https://openalex.org/W2067997750","https://openalex.org/W2075889406","https://openalex.org/W2088615611","https://openalex.org/W2095998117","https://openalex.org/W2121019401","https://openalex.org/W2131681506","https://openalex.org/W2133066471","https://openalex.org/W2144506299","https://openalex.org/W2159773135","https://openalex.org/W2174519730","https://openalex.org/W2290805605","https://openalex.org/W2593071539","https://openalex.org/W2611544773","https://openalex.org/W2741078791","https://openalex.org/W2744381040","https://openalex.org/W2790624717","https://openalex.org/W2792366243","https://openalex.org/W2800495750","https://openalex.org/W2806312459","https://openalex.org/W2806452142","https://openalex.org/W2937663287","https://openalex.org/W2946740063","https://openalex.org/W2950599690","https://openalex.org/W2958347313","https://openalex.org/W2965173279","https://openalex.org/W2967118105","https://openalex.org/W3098334768","https://openalex.org/W3099768174","https://openalex.org/W3111080647","https://openalex.org/W3155056342","https://openalex.org/W3158431285","https://openalex.org/W3187124246","https://openalex.org/W3194841521"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W4391913857","https://openalex.org/W2350741829","https://openalex.org/W210698821"],"abstract_inverted_index":{"The":[0,214],"rise":[1],"of":[2,11,22,26,82,114,197,219,233],"data":[3],"from":[4,88],"smart":[5],"city":[6],"services":[7],"and":[8,29,38,57,94,158,231],"the":[9,16,23,30,79,112,181,195,217,220,234],"emergence":[10],"advanced":[12,190],"algorithms":[13],"have":[14],"emphasized":[15],"need":[17],"for":[18,33,154],"a":[19,167],"deeper":[20],"understanding":[21],"underlying":[24],"patterns":[25,185,200,227],"urban":[27,36,149,156],"mobility":[28,45,115,184,199,226],"potential":[31],"opportunities":[32],"more":[34,135],"efficient":[35],"planning":[37,157],"policymaking.":[39,159],"By":[40],"identifying":[41,68],"communities":[42,70],"with":[43,123],"similar":[44,105],"patterns,":[46,106],"researchers":[47],"can":[48,85],"gain":[49],"better":[50],"insights":[51],"into":[52],"how":[53],"people":[54],"move":[55],"within":[56],"between":[58,186],"different":[59,187,229],"regions.":[60],"Traditional":[61],"community":[62,169],"detection":[63,170],"methodologies":[64],"mainly":[65],"focused":[66],"on":[67,121],"geographic":[69],"defined":[71],"by":[72],"shared":[73,89],"locations.":[74],"However,":[75],"this":[76,127,162],"perspective":[77],"overlooks":[78],"broader":[80],"definition":[81],"communities.":[83,188],"Communities":[84],"also":[86,202],"emerge":[87],"social":[90,212],"interests,":[91],"collective":[92],"actions,":[93],"activity":[95],"patterns.":[96],"This":[97,189],"implies":[98],"that":[99,133,172],"geographically":[100],"disparate":[101],"areas":[102],"might":[103],"exhibit":[104],"which":[107,151],"is":[108],"particularly":[109],"relevant":[110],"in":[111,183,223],"study":[113,128,165],"pattern":[116],"similarity.":[117],"Rather":[118],"than":[119,140],"focusing":[120],"regions":[122,132],"strong":[124],"spatial":[125],"interactions,":[126],"aims":[129],"to":[130,137,141,178,209],"identify":[131],"show":[134],"similarity":[136,182],"each":[138],"other":[139,142,211],"areas.":[143],"Such":[144],"similarities":[145],"may":[146],"indicate":[147],"parallel":[148],"functionalities,":[150],"are":[152],"essential":[153],"effective":[155],"To":[160],"bridge":[161],"gap,":[163],"our":[164],"introduces":[166],"customized":[168],"algorithm":[171],"employs":[173],"Dynamic":[174],"Time":[175],"Warping":[176],"(DTW)":[177],"quantitatively":[179],"assess":[180],"approach":[191],"not":[192],"only":[193],"improves":[194],"identification":[196],"comparable":[198],"but":[201],"demonstrates":[203],"remarkable":[204],"flexibility,":[205],"broadening":[206],"its":[207],"application":[208],"various":[210],"phenomena.":[213],"results":[215],"demonstrate":[216],"effectiveness":[218],"proposed":[221],"model":[222],"capturing":[224],"complex":[225],"across":[228],"locations":[230],"days":[232],"week.":[235]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":2}],"updated_date":"2026-06-13T07:54:00.901334","created_date":"2025-10-10T00:00:00"}
