{"id":"https://openalex.org/W2552664786","doi":"https://doi.org/10.1109/tbdata.2016.2628398","title":"Modeling Urban Behavior by Mining Geotagged Social Data","display_name":"Modeling Urban Behavior by Mining Geotagged Social Data","publication_year":2016,"publication_date":"2016-11-14","ids":{"openalex":"https://openalex.org/W2552664786","doi":"https://doi.org/10.1109/tbdata.2016.2628398","mag":"2552664786"},"language":"en","primary_location":{"id":"doi:10.1109/tbdata.2016.2628398","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbdata.2016.2628398","pdf_url":null,"source":{"id":"https://openalex.org/S2491400915","display_name":"IEEE Transactions on Big Data","issn_l":"2332-7790","issn":["2332-7790","2372-2096"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Big Data","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://inria.hal.science/hal-01406676","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5041098602","display_name":"Emre \u00c7elikten","orcid":null},"institutions":[{"id":"https://openalex.org/I32943570","display_name":"Helsinki Institute for Information Technology","ror":"https://ror.org/05kph4940","country_code":"FI","type":"facility","lineage":["https://openalex.org/I133731052","https://openalex.org/I32943570","https://openalex.org/I9927081"]},{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":true,"raw_author_name":"Emre Celikten","raw_affiliation_strings":["Department of Computer Science","Helsinki Institute for Information Technology, Aalto University, Espoo, Finland"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science","institution_ids":[]},{"raw_affiliation_string":"Helsinki Institute for Information Technology, Aalto University, Espoo, Finland","institution_ids":["https://openalex.org/I32943570","https://openalex.org/I9927081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017126194","display_name":"G\u00e9raud Le Falher","orcid":"https://orcid.org/0000-0001-9385-7828"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en informatique et en automatique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1326498283"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Geraud Le Falher","raw_affiliation_strings":["Inria, CNRS UMR 9189\u2014CRIStAL, Lille, France"],"affiliations":[{"raw_affiliation_string":"Inria, CNRS UMR 9189\u2014CRIStAL, Lille, France","institution_ids":["https://openalex.org/I1326498283","https://openalex.org/I1294671590"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077299582","display_name":"Michael Mathioudakis","orcid":"https://orcid.org/0000-0003-0074-3966"},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]},{"id":"https://openalex.org/I32943570","display_name":"Helsinki Institute for Information Technology","ror":"https://ror.org/05kph4940","country_code":"FI","type":"facility","lineage":["https://openalex.org/I133731052","https://openalex.org/I32943570","https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Michael Mathioudakis","raw_affiliation_strings":["Department of Computer Science","Helsinki Institute for Information Technology, Aalto University, Espoo, Finland"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science","institution_ids":[]},{"raw_affiliation_string":"Helsinki Institute for Information Technology, Aalto University, Espoo, Finland","institution_ids":["https://openalex.org/I32943570","https://openalex.org/I9927081"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5041098602"],"corresponding_institution_ids":["https://openalex.org/I32943570","https://openalex.org/I9927081"],"apc_list":null,"apc_paid":null,"fwci":19.0423,"has_fulltext":false,"cited_by_count":32,"citation_normalized_percentile":{"value":0.98890634,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"3","issue":"2","first_page":"220","last_page":"233"},"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":0.9998000264167786,"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":0.9998000264167786,"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/T11106","display_name":"Data Management and Algorithms","score":0.9955999851226807,"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"}},{"id":"https://openalex.org/T10757","display_name":"Geographic Information Systems Studies","score":0.9936000108718872,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7569844126701355},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.6827927231788635},{"id":"https://openalex.org/keywords/ask-price","display_name":"Ask price","score":0.6799730062484741},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.580547571182251},{"id":"https://openalex.org/keywords/topic-model","display_name":"Topic model","score":0.5026438236236572},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.48977088928222656},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.45220327377319336},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.37057989835739136},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3423033356666565},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.2961377501487732},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2559666633605957}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7569844126701355},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.6827927231788635},{"id":"https://openalex.org/C90329073","wikidata":"https://www.wikidata.org/wiki/Q914232","display_name":"Ask price","level":2,"score":0.6799730062484741},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.580547571182251},{"id":"https://openalex.org/C171686336","wikidata":"https://www.wikidata.org/wiki/Q3532085","display_name":"Topic model","level":2,"score":0.5026438236236572},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.48977088928222656},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.45220327377319336},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.37057989835739136},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3423033356666565},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.2961377501487732},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2559666633605957},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tbdata.2016.2628398","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbdata.2016.2628398","pdf_url":null,"source":{"id":"https://openalex.org/S2491400915","display_name":"IEEE Transactions on Big Data","issn_l":"2332-7790","issn":["2332-7790","2372-2096"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Big Data","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-01406676v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-01406676","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://ieeexplore.ieee.org/document/7742983/","raw_type":"Journal articles"},{"id":"pmh:oai:lilloa.univ-lille.fr:20.500.12210/24607","is_oa":true,"landing_page_url":"http://hdl.handle.net/20.500.12210/24607","pdf_url":null,"source":{"id":"https://openalex.org/S4306402203","display_name":"LillOA (Universit\u00e9 de Lille (University Of Lille))","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210123514","host_organization_name":"Centre d'Etudes en Civilisations, Langues et Litt\u00e9ratures Etrang\u00e8res","host_organization_lineage":["https://openalex.org/I4210123514"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-01406676v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-01406676","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://ieeexplore.ieee.org/document/7742983/","raw_type":"Journal articles"},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.8299999833106995}],"awards":[{"id":"https://openalex.org/G1091514305","display_name":null,"funder_award_id":"INFRAIA-1-2014-2015","funder_id":"https://openalex.org/F4320338340","funder_display_name":"H2020 Access to risk finance"},{"id":"https://openalex.org/G7868167538","display_name":null,"funder_award_id":"#654024","funder_id":"https://openalex.org/F4320338364","funder_display_name":"FP7 Research infrastructures"}],"funders":[{"id":"https://openalex.org/F4320338340","display_name":"H2020 Access to risk finance","ror":null},{"id":"https://openalex.org/F4320338364","display_name":"FP7 Research infrastructures","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":55,"referenced_works":["https://openalex.org/W27793324","https://openalex.org/W830789897","https://openalex.org/W1548497606","https://openalex.org/W1588430920","https://openalex.org/W1605687963","https://openalex.org/W1764053936","https://openalex.org/W1883704353","https://openalex.org/W1971631718","https://openalex.org/W1972436494","https://openalex.org/W1976050545","https://openalex.org/W1985320839","https://openalex.org/W1986623896","https://openalex.org/W1990444226","https://openalex.org/W1998812539","https://openalex.org/W2026636239","https://openalex.org/W2028031999","https://openalex.org/W2032753446","https://openalex.org/W2047240862","https://openalex.org/W2050925797","https://openalex.org/W2056384460","https://openalex.org/W2062079386","https://openalex.org/W2067193733","https://openalex.org/W2068761245","https://openalex.org/W2072644219","https://openalex.org/W2072841881","https://openalex.org/W2082260230","https://openalex.org/W2085594281","https://openalex.org/W2086301704","https://openalex.org/W2097225206","https://openalex.org/W2106076422","https://openalex.org/W2112594516","https://openalex.org/W2112738128","https://openalex.org/W2116597564","https://openalex.org/W2127860643","https://openalex.org/W2129343844","https://openalex.org/W2147152072","https://openalex.org/W2150286230","https://openalex.org/W2157202651","https://openalex.org/W2164061616","https://openalex.org/W2165279024","https://openalex.org/W2186751573","https://openalex.org/W2223926708","https://openalex.org/W2252538154","https://openalex.org/W3098789320","https://openalex.org/W3100612189","https://openalex.org/W3104430589","https://openalex.org/W3105504214","https://openalex.org/W3122538633","https://openalex.org/W3123170084","https://openalex.org/W4307768504","https://openalex.org/W6623236805","https://openalex.org/W6635081547","https://openalex.org/W6683716425","https://openalex.org/W6684152816","https://openalex.org/W6691529810"],"related_works":["https://openalex.org/W2168627904","https://openalex.org/W2515552481","https://openalex.org/W1570348318","https://openalex.org/W2015444353","https://openalex.org/W3013494979","https://openalex.org/W156769215","https://openalex.org/W4308101915","https://openalex.org/W3194047734","https://openalex.org/W2251005117","https://openalex.org/W4390608645"],"abstract_inverted_index":{"Data":[0],"generated":[1],"on":[2,9,25],"location-based":[3],"social":[4],"networks":[5],"provide":[6],"rich":[7],"information":[8,41],"the":[10,61,74,81,117,128,168,173,178,183,188,191,197,219,236,242,250,261,272,277],"whereabouts":[11],"of":[12,28,53,116,119,127,164,170,176,190,195,238,244,267],"urban":[13],"dwellers.":[14],"Specifically,":[15],"such":[16,85,153],"data":[17,62,220],"reveal":[18,64],"who":[19,180],"spends":[20],"time":[21,189],"where,":[22],"when,":[23],"and":[24,123,193,264,279,295],"what":[26,101],"type":[27,118],"activity":[29,54,198],"(e.g.,":[30,234],"shopping":[31,72],"at":[32,37],"a":[33,38,86,149,165,268],"mall,":[34],"or":[35,241],"dining":[36,79],"restaurant).":[39],"That":[40],"can,":[42],"in":[43,51,73,80,114,125,182,231,276],"turn,":[44],"be":[45,112,257],"used":[46,258,275],"to":[47,151,202,205,214,227,259],"describe":[48],"city":[49],"regions":[50,110,139,240,282],"terms":[52,115,126],"that":[55,65],"takes":[56,199],"place":[57],"therein.":[58],"For":[59,96],"example,":[60,97,134],"might":[63,99,111,136],"citizens":[66],"visit":[67],"one":[68,90,98,104,135],"region":[69,105],"mainly":[70],"for":[71,78],"morning,":[75],"while":[76],"another":[77,107,133],"evening.":[82],"Furthermore,":[83],"once":[84],"description":[87],"is":[88],"available,":[89],"can":[91,256],"ask":[92,100,137],"more":[93],"elaborate":[94],"questions.":[95],"features":[102,169,266,274],"distinguish":[103],"from":[106,225],"-":[108,221],"some":[109],"different":[113,245,284],"venues":[120],"they":[121,130],"host":[122],"others":[124],"visitors":[129],"attract.":[131],"As":[132],"which":[138,171,222],"are":[140],"similar":[141,206,281],"across":[142,283],"cities.":[143,285],"In":[144],"this":[145],"paper,":[146],"we":[147,287],"present":[148],"method":[150,255],"answer":[152],"questions":[154],"using":[155],"publicly":[156],"shared":[157],"Foursquare":[158],"data.":[159],"Our":[160],"analysis":[161,233],"makes":[162],"use":[163],"probabilistic":[166,209],"model,":[167,278],"include":[172],"exact":[174],"location":[175],"activity,":[177,184],"users":[179],"participate":[181],"as":[185,187],"well":[186],"day":[192,194],"week":[196],"place.":[200],"Compared":[201],"previous":[203,293],"approaches":[204],"tasks,":[207],"our":[208,232,254,300],"modeling":[210],"approach":[211],"allows":[212],"us":[213,224],"make":[215],"minimal":[216],"assumptions":[217],"about":[218],"relieves":[223],"having":[226],"set":[228],"arbitrary":[229],"parameters":[230],"regarding":[235],"granularity":[237],"discovered":[239],"importance":[243,273],"features).":[246],"We":[247],"demonstrate":[248],"how":[249],"model":[251],"learned":[252],"with":[253,292],"identify":[260],"most":[262],"likely":[263],"distinctive":[265],"geographical":[269],"area,":[270],"quantify":[271],"discover":[280],"Finally,":[286],"perform":[288],"an":[289],"empirical":[290],"comparison":[291],"work":[294],"discuss":[296],"insights":[297],"obtained":[298],"through":[299],"findings.":[301]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":11},{"year":2017,"cited_by_count":7},{"year":2016,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}