{"id":"https://openalex.org/W2255845836","doi":"https://doi.org/10.1080/13658816.2015.1100731","title":"Analysis of human mobility patterns from GPS trajectories and contextual information","display_name":"Analysis of human mobility patterns from GPS trajectories and contextual information","publication_year":2015,"publication_date":"2015-10-30","ids":{"openalex":"https://openalex.org/W2255845836","doi":"https://doi.org/10.1080/13658816.2015.1100731","mag":"2255845836"},"language":"en","primary_location":{"id":"doi:10.1080/13658816.2015.1100731","is_oa":false,"landing_page_url":"https://doi.org/10.1080/13658816.2015.1100731","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/A5016933110","display_name":"Katarzyna Si\u0142a-Nowicka","orcid":"https://orcid.org/0000-0002-1850-1765"},"institutions":[{"id":"https://openalex.org/I4210102474","display_name":"Urban Big Data Centre","ror":"https://ror.org/010e6zk56","country_code":"GB","type":"facility","lineage":["https://openalex.org/I4210102474"]},{"id":"https://openalex.org/I7882870","display_name":"University of Glasgow","ror":"https://ror.org/00vtgdb53","country_code":"GB","type":"education","lineage":["https://openalex.org/I7882870"]},{"id":"https://openalex.org/I16835326","display_name":"University of St Andrews","ror":"https://ror.org/02wn5qz54","country_code":"GB","type":"education","lineage":["https://openalex.org/I16835326"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Katarzyna Si\u0142a-Nowicka","raw_affiliation_strings":["School of Geography & Geosciences, University of St Andrews, St Andrews, UK;Urban Big Data Centre, University of Glasgow, Glasgow, UK","School of Geography & Geosciences, University of St Andrews, St Andrews, UK","Urban Big Data Centre, University of Glasgow, Glasgow, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Geography & Geosciences, University of St Andrews, St Andrews, UK;Urban Big Data Centre, University of Glasgow, Glasgow, UK","institution_ids":["https://openalex.org/I4210102474","https://openalex.org/I16835326"]},{"raw_affiliation_string":"School of Geography & Geosciences, University of St Andrews, St Andrews, UK","institution_ids":["https://openalex.org/I16835326"]},{"raw_affiliation_string":"Urban Big Data Centre, University of Glasgow, Glasgow, UK","institution_ids":["https://openalex.org/I4210102474","https://openalex.org/I7882870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030064006","display_name":"Jan Vandrol","orcid":null},"institutions":[{"id":"https://openalex.org/I82284825","display_name":"Cranfield University","ror":"https://ror.org/05cncd958","country_code":"GB","type":"education","lineage":["https://openalex.org/I82284825"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jan Vandrol","raw_affiliation_strings":["School of Energy, Environmental Technology and Agrifood, Cranfield University, Cranfield, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Energy, Environmental Technology and Agrifood, Cranfield University, Cranfield, UK","institution_ids":["https://openalex.org/I82284825"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055028844","display_name":"Taylor M. Oshan","orcid":"https://orcid.org/0000-0002-0537-2941"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Taylor Oshan","raw_affiliation_strings":["GeoDa Centre, School of Geographical Sciences and Urban Planning, Arizona State University, Tempe, Arizona, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"GeoDa Centre, School of Geographical Sciences and Urban Planning, Arizona State University, Tempe, Arizona, USA","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005987477","display_name":"Jed Long","orcid":"https://orcid.org/0000-0003-3961-3085"},"institutions":[{"id":"https://openalex.org/I16835326","display_name":"University of St Andrews","ror":"https://ror.org/02wn5qz54","country_code":"GB","type":"education","lineage":["https://openalex.org/I16835326"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jed A. Long","raw_affiliation_strings":["School of Geography & Geosciences, University of St Andrews, St Andrews, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Geography & Geosciences, University of St Andrews, St Andrews, UK","institution_ids":["https://openalex.org/I16835326"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058744722","display_name":"Ur\u0161ka Dem\u0161ar","orcid":"https://orcid.org/0000-0001-7791-2807"},"institutions":[{"id":"https://openalex.org/I16835326","display_name":"University of St Andrews","ror":"https://ror.org/02wn5qz54","country_code":"GB","type":"education","lineage":["https://openalex.org/I16835326"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ur\u0161ka Dem\u0161ar","raw_affiliation_strings":["School of Geography & Geosciences, University of St Andrews, St Andrews, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Geography & Geosciences, University of St Andrews, St Andrews, UK","institution_ids":["https://openalex.org/I16835326"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014732659","display_name":"A. Stewart Fotheringham","orcid":"https://orcid.org/0000-0002-0407-1901"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"A. Stewart Fotheringham","raw_affiliation_strings":["GeoDa Centre, School of Geographical Sciences and Urban Planning, Arizona State University, Tempe, Arizona, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"GeoDa Centre, School of Geographical Sciences and Urban Planning, Arizona State University, Tempe, Arizona, USA","institution_ids":["https://openalex.org/I55732556"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5016933110"],"corresponding_institution_ids":["https://openalex.org/I16835326","https://openalex.org/I4210102474","https://openalex.org/I7882870"],"apc_list":null,"apc_paid":null,"fwci":38.2795,"has_fulltext":false,"cited_by_count":274,"citation_normalized_percentile":{"value":0.99750701,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"30","issue":"5","first_page":"881","last_page":"906"},"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":0.9995999932289124,"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":0.9995999932289124,"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/T10757","display_name":"Geographic Information Systems Studies","score":0.9768999814987183,"subfield":{"id":"https://openalex.org/subfields/3305","display_name":"Geography, Planning and Development"},"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/T11106","display_name":"Data Management and Algorithms","score":0.9617000222206116,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/global-positioning-system","display_name":"Global Positioning System","score":0.6666375398635864},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.5275245308876038},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.42727071046829224},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4225539565086365},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.42131859064102173},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.11374935507774353}],"concepts":[{"id":"https://openalex.org/C60229501","wikidata":"https://www.wikidata.org/wiki/Q18822","display_name":"Global Positioning System","level":2,"score":0.6666375398635864},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.5275245308876038},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.42727071046829224},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4225539565086365},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.42131859064102173},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.11374935507774353}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1080/13658816.2015.1100731","is_oa":false,"landing_page_url":"https://doi.org/10.1080/13658816.2015.1100731","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"},{"id":"pmh:oai:eprints.gla.ac.uk:128784","is_oa":false,"landing_page_url":"https://eprints.gla.ac.uk/view/author/33133.html>","pdf_url":null,"source":{"id":"https://openalex.org/S4210235606","display_name":"ENLIGHTEN (Jurnal Bimbingan dan Konseling Islam)","issn_l":"2622-8912","issn":["2622-8912","2622-8920"],"is_oa":false,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"},{"id":"pmh:oai:research-repository.st-andrews.ac.uk:10023/9735","is_oa":false,"landing_page_url":"https://hdl.handle.net/10023/9735","pdf_url":null,"source":{"id":"https://openalex.org/S4306400230","display_name":"St Andrews Research Repository (St Andrews Research Repository)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I16835326","host_organization_name":"University of St Andrews","host_organization_lineage":["https://openalex.org/I16835326"],"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":"Journal article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.699999988079071,"display_name":"Sustainable cities and communities"}],"awards":[{"id":"https://openalex.org/G2758810241","display_name":null,"funder_award_id":"ES/L011921/1","funder_id":"https://openalex.org/F4320334630","funder_display_name":"Economic and Social Research Council"},{"id":"https://openalex.org/G3636322254","display_name":null,"funder_award_id":"FP7-PEOPLE-2010-ITN-264994","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320334630","display_name":"Economic and Social Research Council","ror":"https://ror.org/03n0ht308"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":63,"referenced_works":["https://openalex.org/W148307259","https://openalex.org/W177951531","https://openalex.org/W582316583","https://openalex.org/W1496546024","https://openalex.org/W1567900972","https://openalex.org/W1569512666","https://openalex.org/W1809720746","https://openalex.org/W1873998784","https://openalex.org/W1910079096","https://openalex.org/W1967444754","https://openalex.org/W1976062966","https://openalex.org/W1980775681","https://openalex.org/W1983447652","https://openalex.org/W1998542065","https://openalex.org/W2002199299","https://openalex.org/W2009155608","https://openalex.org/W2012084072","https://openalex.org/W2015378554","https://openalex.org/W2022749020","https://openalex.org/W2026532078","https://openalex.org/W2028031999","https://openalex.org/W2038868990","https://openalex.org/W2044439422","https://openalex.org/W2051979861","https://openalex.org/W2052611239","https://openalex.org/W2053644228","https://openalex.org/W2056487692","https://openalex.org/W2060555710","https://openalex.org/W2076713385","https://openalex.org/W2082576493","https://openalex.org/W2085121383","https://openalex.org/W2098801100","https://openalex.org/W2102531197","https://openalex.org/W2104420738","https://openalex.org/W2104434203","https://openalex.org/W2108335620","https://openalex.org/W2108577321","https://openalex.org/W2109182426","https://openalex.org/W2118153177","https://openalex.org/W2121923447","https://openalex.org/W2140243124","https://openalex.org/W2140251882","https://openalex.org/W2140530992","https://openalex.org/W2144512297","https://openalex.org/W2150642220","https://openalex.org/W2151387597","https://openalex.org/W2164945560","https://openalex.org/W2168062649","https://openalex.org/W2168685189","https://openalex.org/W2171805028","https://openalex.org/W2466628827","https://openalex.org/W2614409875","https://openalex.org/W2735112755","https://openalex.org/W3185167785","https://openalex.org/W4232795566","https://openalex.org/W4236205360","https://openalex.org/W4242425053","https://openalex.org/W4243382483","https://openalex.org/W4243514115","https://openalex.org/W4243913911","https://openalex.org/W4251016805","https://openalex.org/W4285719527","https://openalex.org/W4385400191"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W3162200841","https://openalex.org/W2586280620","https://openalex.org/W2805505483","https://openalex.org/W2334071950","https://openalex.org/W2384744344","https://openalex.org/W2308616044","https://openalex.org/W1482410789"],"abstract_inverted_index":{"Human":[0],"mobility":[1,30,118],"is":[2,238],"important":[3],"for":[4,59,135,248],"understanding":[5],"the":[6,15,21,57,85,90,95,114,136,167,174,222,228],"evolution":[7],"of":[8,12,18,23,40,51,79,116,122,138,173,211,224,235],"size":[9],"and":[10,20,88,108,126,142,152,161,227],"structure":[11],"urban":[13],"areas,":[14],"spatial":[16,128,219],"distribution":[17],"facilities,":[19],"provision":[22],"transportation":[24],"services.":[25],"Until":[26],"recently,":[27],"exploring":[28],"human":[29,64,75,117,250],"in":[31,73,158],"detail":[32],"was":[33],"challenging":[34],"because":[35],"data":[36,62,150,242],"collection":[37,210],"methods":[38,81],"consisted":[39],"cumbersome":[41],"manual":[42],"travel":[43,163],"surveys,":[44],"space-time":[45],"diaries,":[46],"or":[47,171],"interviews.":[48],"The":[49,233],"development":[50],"location-aware":[52],"sensors":[53],"has":[54,68],"significantly":[55],"altered":[56],"possibilities":[58,247],"acquiring":[60],"detailed":[61],"on":[63,166,221],"movements.":[65],"Although":[66],"this":[67,100,106,236],"spurred":[69],"many":[70,78],"methodological":[71],"developments":[72],"identifying":[74],"movement":[76,96,251],"patterns,":[77],"these":[80,197],"operate":[82],"solely":[83],"from":[84,201,213],"analytical":[86],"perspective":[87],"ignore":[89],"environmental":[91],"context":[92],"within":[93],"which":[94,183],"takes":[97],"place.":[98],"In":[99],"paper":[101],"we":[102,178],"attempt":[103],"to":[104,113,194,217],"widen":[105],"view":[107],"present":[109],"an":[110],"integrated":[111],"approach":[112],"analysis":[115],"using":[119,147,208],"a":[120,132,209,239],"combination":[121],"volunteered":[123],"GPS":[124,202],"trajectories":[125,212],"contextual":[127,218],"information.":[129],"We":[130,155,204],"propose":[131],"new":[133,246],"framework":[134,207],"identification":[137],"dynamic":[139],"(travel":[140],"modes)":[141],"static":[143],"(significant":[144],"places)":[145],"behaviour":[146],"trajectory":[148],"segmentation,":[149],"mining,":[151],"spatio-temporal":[153],"analysis.":[154],"are":[156,184],"interested":[157],"examining":[159],"if":[160],"how":[162],"modes":[164],"depend":[165],"residential":[168],"location,":[169],"age,":[170],"gender":[172],"tracked":[175],"individuals.":[176],"Further,":[177],"explore":[179],"theorised":[180],"\u2018third":[181],"places\u2019,":[182],"spaces":[185],"beyond":[186],"main":[187],"locations":[188],"(home/work)":[189],"where":[190],"individuals":[191],"spend":[192],"time":[193],"socialise.":[195],"Can":[196],"places":[198,225],"be":[199],"identified":[200],"traces?":[203],"evaluate":[205],"our":[206],"205":[214],"volunteers":[215],"linked":[216],"information":[220],"types":[223],"visited":[226],"transport":[229],"routes":[230],"they":[231],"use.":[232],"result":[234],"study":[237],"contextually":[240],"enriched":[241],"set":[243],"that":[244],"supports":[245],"modelling":[249],"behaviour.":[252]},"counts_by_year":[{"year":2026,"cited_by_count":10},{"year":2025,"cited_by_count":27},{"year":2024,"cited_by_count":26},{"year":2023,"cited_by_count":26},{"year":2022,"cited_by_count":17},{"year":2021,"cited_by_count":40},{"year":2020,"cited_by_count":48},{"year":2019,"cited_by_count":22},{"year":2018,"cited_by_count":31},{"year":2017,"cited_by_count":18},{"year":2016,"cited_by_count":9}],"updated_date":"2026-06-13T07:54:00.901334","created_date":"2016-06-24T00:00:00"}