{"id":"https://openalex.org/W2752913624","doi":"https://doi.org/10.1080/13658816.2017.1370715","title":"A collective human mobility analysis method based on data usage detail records","display_name":"A collective human mobility analysis method based on data usage detail records","publication_year":2017,"publication_date":"2017-08-30","ids":{"openalex":"https://openalex.org/W2752913624","doi":"https://doi.org/10.1080/13658816.2017.1370715","mag":"2752913624"},"language":"en","primary_location":{"id":"doi:10.1080/13658816.2017.1370715","is_oa":true,"landing_page_url":"https://doi.org/10.1080/13658816.2017.1370715","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/13658816.2017.1370715?needAccess=true","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":true,"oa_status":"bronze","oa_url":"https://www.tandfonline.com/doi/pdf/10.1080/13658816.2017.1370715?needAccess=true","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5053349677","display_name":"Hao Jiang","orcid":"https://orcid.org/0000-0002-3355-0063"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210150320","display_name":"Center of Hubei Cooperative Innovation for Emissions Trading System","ror":"https://ror.org/03nrzqb76","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210150320"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hao Jiang","raw_affiliation_strings":["Geospatial Information Technology Cooperative Innovation Center, Wuhan University, Wuhan, China","School of Electronic Information, Wuhan University, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Geospatial Information Technology Cooperative Innovation Center, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I4210150320","https://openalex.org/I37461747"]},{"raw_affiliation_string":"School of Electronic Information, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101835223","display_name":"Qian Li","orcid":"https://orcid.org/0000-0003-1286-8539"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qian Li","raw_affiliation_strings":["School of Electronic Information, Wuhan University, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic Information, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033911394","display_name":"Xian Zhou","orcid":"https://orcid.org/0000-0002-2281-7308"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xian Zhou","raw_affiliation_strings":["School of Electronic Information, Wuhan University, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic Information, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022108508","display_name":"Yanqiu Chen","orcid":"https://orcid.org/0000-0002-2535-0010"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanqiu Chen","raw_affiliation_strings":["School of Electronic Information, Wuhan University, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic Information, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090010195","display_name":"Shuwen Yi","orcid":"https://orcid.org/0000-0002-5797-1014"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuwen Yi","raw_affiliation_strings":["School of Electronic Information, Wuhan University, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic Information, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100452493","display_name":"Hai Wang","orcid":"https://orcid.org/0000-0002-0171-8087"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hai Wang","raw_affiliation_strings":["School of Electronic Information, Wuhan University, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic Information, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012355912","display_name":"Zheng\u2010Rong Lu","orcid":"https://orcid.org/0000-0001-8185-9519"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zheng Lu","raw_affiliation_strings":["School of Electronic Information, Wuhan University, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic Information, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5053349677"],"corresponding_institution_ids":["https://openalex.org/I37461747","https://openalex.org/I4210150320"],"apc_list":null,"apc_paid":null,"fwci":2.9447,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.9084402,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"31","issue":"12","first_page":"2359","last_page":"2381"},"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":1.0,"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":1.0,"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":0.9923999905586243,"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":0.9922999739646912,"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/spatial-ecology","display_name":"Spatial ecology","score":0.5713658332824707},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5224915146827698},{"id":"https://openalex.org/keywords/individual-mobility","display_name":"Individual mobility","score":0.5163339376449585},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4727020263671875},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.46219995617866516},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.44880443811416626},{"id":"https://openalex.org/keywords/spatial-network","display_name":"Spatial network","score":0.4333001375198364},{"id":"https://openalex.org/keywords/common-spatial-pattern","display_name":"Common spatial pattern","score":0.4305807948112488},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3921724855899811},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.32094496488571167},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.094044029712677},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09073308110237122}],"concepts":[{"id":"https://openalex.org/C158709400","wikidata":"https://www.wikidata.org/wiki/Q3578586","display_name":"Spatial ecology","level":2,"score":0.5713658332824707},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5224915146827698},{"id":"https://openalex.org/C2778068325","wikidata":"https://www.wikidata.org/wiki/Q19892785","display_name":"Individual mobility","level":2,"score":0.5163339376449585},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4727020263671875},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.46219995617866516},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.44880443811416626},{"id":"https://openalex.org/C53471067","wikidata":"https://www.wikidata.org/wiki/Q7574076","display_name":"Spatial network","level":2,"score":0.4333001375198364},{"id":"https://openalex.org/C173727882","wikidata":"https://www.wikidata.org/wiki/Q5153620","display_name":"Common spatial pattern","level":2,"score":0.4305807948112488},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3921724855899811},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.32094496488571167},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.094044029712677},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09073308110237122},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/13658816.2017.1370715","is_oa":true,"landing_page_url":"https://doi.org/10.1080/13658816.2017.1370715","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/13658816.2017.1370715?needAccess=true","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":{"id":"doi:10.1080/13658816.2017.1370715","is_oa":true,"landing_page_url":"https://doi.org/10.1080/13658816.2017.1370715","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/13658816.2017.1370715?needAccess=true","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"},"sustainable_development_goals":[{"score":0.8199999928474426,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[{"id":"https://openalex.org/G6113057433","display_name":null,"funder_award_id":"61371126","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":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2752913624.pdf","grobid_xml":"https://content.openalex.org/works/W2752913624.grobid-xml"},"referenced_works_count":51,"referenced_works":["https://openalex.org/W1595544516","https://openalex.org/W1613448136","https://openalex.org/W1832221731","https://openalex.org/W1898744853","https://openalex.org/W1964717191","https://openalex.org/W1972205039","https://openalex.org/W1972309850","https://openalex.org/W1972631516","https://openalex.org/W1973795610","https://openalex.org/W1977142024","https://openalex.org/W1978825280","https://openalex.org/W1982300822","https://openalex.org/W1985160654","https://openalex.org/W2002527117","https://openalex.org/W2013598124","https://openalex.org/W2021333958","https://openalex.org/W2039350330","https://openalex.org/W2040888993","https://openalex.org/W2042974601","https://openalex.org/W2044988896","https://openalex.org/W2054322519","https://openalex.org/W2056284729","https://openalex.org/W2064328429","https://openalex.org/W2067923159","https://openalex.org/W2071992634","https://openalex.org/W2075190119","https://openalex.org/W2082729958","https://openalex.org/W2086770037","https://openalex.org/W2088722350","https://openalex.org/W2095759957","https://openalex.org/W2098729932","https://openalex.org/W2108432893","https://openalex.org/W2109691503","https://openalex.org/W2114797768","https://openalex.org/W2125315567","https://openalex.org/W2133286823","https://openalex.org/W2133400794","https://openalex.org/W2147363999","https://openalex.org/W2153207204","https://openalex.org/W2162707016","https://openalex.org/W2167686542","https://openalex.org/W2172211955","https://openalex.org/W2294749418","https://openalex.org/W2379905844","https://openalex.org/W2399195803","https://openalex.org/W2506082243","https://openalex.org/W2529509778","https://openalex.org/W2569951966","https://openalex.org/W2949364411","https://openalex.org/W3098098882","https://openalex.org/W3099023905"],"related_works":["https://openalex.org/W415618860","https://openalex.org/W1969976536","https://openalex.org/W2188636363","https://openalex.org/W4311907788","https://openalex.org/W3158931948","https://openalex.org/W2158756521","https://openalex.org/W4256585242","https://openalex.org/W2888304028","https://openalex.org/W3080154996","https://openalex.org/W2587649948"],"abstract_inverted_index":{"Human":[0],"mobility":[1,31,49,62,84,121,150,180,195,215,234],"patterns":[2,50,122,151,181,196,216,235],"have":[3,25,197],"been":[4],"widely":[5],"investigated":[6],"due":[7],"to":[8,131,191,220],"their":[9],"application":[10],"in":[11,98,141,199],"a":[12,60,109,142],"wide":[13],"variety":[14],"of":[15,144,171],"fields,":[16],"for":[17],"example":[18],"urban":[19,222,226],"planning":[20],"and":[21,45,79,157,175,207,236],"epidemiology.":[22],"Many":[23],"studies":[24,39],"introduced":[26],"spatial":[27,42,72,106,205,210,237],"networks":[28,73,96,140],"into":[29,232],"human":[30,233],"analyses":[32],"at":[33,202],"the":[34,46,95,129,138,153,184,203,208],"collective":[35,48,61,83,105,149,214],"level.":[36],"However,":[37],"these":[38,168],"merely":[40],"analyzed":[41,147],"network":[43,113],"structure,":[44,114],"underlying":[47],"were":[51,101],"not":[52],"further":[53],"discussed.":[54],"In":[55],"this":[56],"paper,":[57],"we":[58,115,146],"propose":[59],"discovery":[63],"method":[64,130,165,186],"based":[65,123],"on":[66,112,124],"community":[67,125,173],"differences":[68,90,174],"(CMDCD).":[69],"We":[70],"constructed":[71,97],"where":[74],"nodes":[75],"represent":[76],"geographical":[77,87],"entities":[78],"edge":[80],"weights":[81],"denote":[82],"intensity":[85],"between":[86,91,152],"entities.":[88],"The":[89,159,212],"communities":[92],"detected":[93],"from":[94,137],"different":[99,120,148,179,200],"periods":[100,201],"then":[102],"identified.":[103],"Since":[104],"movement":[107],"has":[108],"large":[110,204],"influence":[111],"can":[116,166,217],"discover":[117,192],"groups":[118,193],"with":[119,178],"differences.":[126],"By":[127],"applying":[128],"data":[132],"usage":[133],"detail":[134],"records":[135],"collected":[136],"cellular":[139],"city":[143],"China,":[145],"Spring":[154],"Festival":[155],"vacation":[156],"workdays.":[158],"experimental":[160],"results":[161],"show":[162],"that":[163],"our":[164],"solve":[167],"two":[169],"problems":[170],"identifying":[172],"discovering":[176],"users":[177],"simultaneously.":[182],"Moreover,":[183],"CMDCD":[185],"is":[187],"an":[188],"integrated":[189],"approach":[190],"whose":[194],"changed":[198],"scale":[206],"small":[209],"scale.":[211],"discovered":[213],"be":[218],"used":[219],"guide":[221],"planning,":[223],"traffic":[224],"forecasting,":[225],"resource":[227],"allocation,":[228],"providing":[229],"new":[230],"insights":[231],"interaction":[238],"analyses.":[239]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}