{"id":"https://openalex.org/W2059886660","doi":"https://doi.org/10.1109/tsmc.2013.2238926","title":"Uncovering Measurements of Social and Demographic Behavior From Smartphone Location Data","display_name":"Uncovering Measurements of Social and Demographic Behavior From Smartphone Location Data","publication_year":2013,"publication_date":"2013-02-13","ids":{"openalex":"https://openalex.org/W2059886660","doi":"https://doi.org/10.1109/tsmc.2013.2238926","mag":"2059886660"},"language":"en","primary_location":{"id":"doi:10.1109/tsmc.2013.2238926","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmc.2013.2238926","pdf_url":null,"source":{"id":"https://openalex.org/S2476799526","display_name":"IEEE Transactions on Human-Machine Systems","issn_l":"2168-2291","issn":["2168-2291","2168-2305"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["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 Human-Machine Systems","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/A5002286841","display_name":"Daniel Kelly","orcid":"https://orcid.org/0000-0003-0009-7634"},"institutions":[{"id":"https://openalex.org/I100930933","display_name":"University College Dublin","ror":"https://ror.org/05m7pjf47","country_code":"IE","type":"education","lineage":["https://openalex.org/I100930933"]},{"id":"https://openalex.org/I4210154081","display_name":"Clarity Centre for Sensor Web Technologies","ror":"https://ror.org/04m514a38","country_code":"IE","type":"facility","lineage":["https://openalex.org/I4210154081"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Daniel Kelly","raw_affiliation_strings":["Clarity Center for Sensor Web Technologies, University College Dublin, Dublin, Ireland","Clarity Center for Sensor Web Technol., Univ. Coll. Dublin, Dublin, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Clarity Center for Sensor Web Technologies, University College Dublin, Dublin, Ireland","institution_ids":["https://openalex.org/I4210154081","https://openalex.org/I100930933"]},{"raw_affiliation_string":"Clarity Center for Sensor Web Technol., Univ. Coll. Dublin, Dublin, Ireland","institution_ids":["https://openalex.org/I100930933"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022935845","display_name":"Barry Smyth","orcid":null},"institutions":[{"id":"https://openalex.org/I100930933","display_name":"University College Dublin","ror":"https://ror.org/05m7pjf47","country_code":"IE","type":"education","lineage":["https://openalex.org/I100930933"]},{"id":"https://openalex.org/I4210154081","display_name":"Clarity Centre for Sensor Web Technologies","ror":"https://ror.org/04m514a38","country_code":"IE","type":"facility","lineage":["https://openalex.org/I4210154081"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Barry Smyth","raw_affiliation_strings":["Clarity Center for Sensor Web Technologies, University College Dublin, Dublin, Ireland","Clarity Center for Sensor Web Technol., Univ. Coll. Dublin, Dublin, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Clarity Center for Sensor Web Technologies, University College Dublin, Dublin, Ireland","institution_ids":["https://openalex.org/I4210154081","https://openalex.org/I100930933"]},{"raw_affiliation_string":"Clarity Center for Sensor Web Technol., Univ. Coll. Dublin, Dublin, Ireland","institution_ids":["https://openalex.org/I100930933"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018672698","display_name":"Brian Caulfield","orcid":"https://orcid.org/0000-0003-3877-475X"},"institutions":[{"id":"https://openalex.org/I100930933","display_name":"University College Dublin","ror":"https://ror.org/05m7pjf47","country_code":"IE","type":"education","lineage":["https://openalex.org/I100930933"]},{"id":"https://openalex.org/I4210154081","display_name":"Clarity Centre for Sensor Web Technologies","ror":"https://ror.org/04m514a38","country_code":"IE","type":"facility","lineage":["https://openalex.org/I4210154081"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Brian Caulfield","raw_affiliation_strings":["Clarity Center for Sensor Web Technologies, University College Dublin, Dublin, Ireland","Clarity Center for Sensor Web Technol., Univ. Coll. Dublin, Dublin, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Clarity Center for Sensor Web Technologies, University College Dublin, Dublin, Ireland","institution_ids":["https://openalex.org/I4210154081","https://openalex.org/I100930933"]},{"raw_affiliation_string":"Clarity Center for Sensor Web Technol., Univ. Coll. Dublin, Dublin, Ireland","institution_ids":["https://openalex.org/I100930933"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":7.2605,"has_fulltext":false,"cited_by_count":45,"citation_normalized_percentile":{"value":0.96347926,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"43","issue":"2","first_page":"188","last_page":"198"},"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/T11819","display_name":"Data-Driven Disease Surveillance","score":0.9850000143051147,"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"}},{"id":"https://openalex.org/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":0.9828000068664551,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/predictability","display_name":"Predictability","score":0.9347922801971436},{"id":"https://openalex.org/keywords/global-positioning-system","display_name":"Global Positioning System","score":0.6897386312484741},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6626939177513123},{"id":"https://openalex.org/keywords/mobile-phone","display_name":"Mobile phone","score":0.557025134563446},{"id":"https://openalex.org/keywords/trace","display_name":"TRACE (psycholinguistics)","score":0.524651050567627},{"id":"https://openalex.org/keywords/location-data","display_name":"Location data","score":0.4713019132614136},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.44966921210289},{"id":"https://openalex.org/keywords/human-behavior","display_name":"Human behavior","score":0.4415149688720703},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4309348464012146},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.32354873418807983},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2897122800350189},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.20722413063049316},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.17810454964637756},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.15112099051475525},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1202177107334137},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.082846999168396}],"concepts":[{"id":"https://openalex.org/C197640229","wikidata":"https://www.wikidata.org/wiki/Q2534066","display_name":"Predictability","level":2,"score":0.9347922801971436},{"id":"https://openalex.org/C60229501","wikidata":"https://www.wikidata.org/wiki/Q18822","display_name":"Global Positioning System","level":2,"score":0.6897386312484741},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6626939177513123},{"id":"https://openalex.org/C2777421447","wikidata":"https://www.wikidata.org/wiki/Q17517","display_name":"Mobile phone","level":2,"score":0.557025134563446},{"id":"https://openalex.org/C75291252","wikidata":"https://www.wikidata.org/wiki/Q1315756","display_name":"TRACE (psycholinguistics)","level":2,"score":0.524651050567627},{"id":"https://openalex.org/C2988186277","wikidata":"https://www.wikidata.org/wiki/Q5915793","display_name":"Location data","level":2,"score":0.4713019132614136},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.44966921210289},{"id":"https://openalex.org/C117035363","wikidata":"https://www.wikidata.org/wiki/Q3769299","display_name":"Human behavior","level":2,"score":0.4415149688720703},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4309348464012146},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.32354873418807983},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2897122800350189},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.20722413063049316},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.17810454964637756},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.15112099051475525},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1202177107334137},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.082846999168396},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsmc.2013.2238926","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmc.2013.2238926","pdf_url":null,"source":{"id":"https://openalex.org/S2476799526","display_name":"IEEE Transactions on Human-Machine Systems","issn_l":"2168-2291","issn":["2168-2291","2168-2305"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["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 Human-Machine Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320311521","display_name":"National University of Ireland","ror":"https://ror.org/00shsf120"},{"id":"https://openalex.org/F4320320858","display_name":"University College Dublin","ror":"https://ror.org/05m7pjf47"},{"id":"https://openalex.org/F4320320864","display_name":"Trinity College Dublin","ror":"https://ror.org/02tyrky19"},{"id":"https://openalex.org/F4320321056","display_name":"Irish Research Council","ror":"https://ror.org/051xex213"},{"id":"https://openalex.org/F4320324090","display_name":"CLARITY Centre for Sensor Web Technologies","ror":"https://ror.org/04m514a38"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W39714684","https://openalex.org/W206739251","https://openalex.org/W1972584537","https://openalex.org/W1982300822","https://openalex.org/W1987228002","https://openalex.org/W2009155608","https://openalex.org/W2017337590","https://openalex.org/W2028852815","https://openalex.org/W2037027640","https://openalex.org/W2071049788","https://openalex.org/W2109182426","https://openalex.org/W2119174600","https://openalex.org/W2133990480","https://openalex.org/W2141876697","https://openalex.org/W2143554828","https://openalex.org/W2159480781","https://openalex.org/W2171634212","https://openalex.org/W2478032277","https://openalex.org/W4244928213","https://openalex.org/W6601629988"],"related_works":["https://openalex.org/W2726467123","https://openalex.org/W2064726690","https://openalex.org/W4252678288","https://openalex.org/W4254065731","https://openalex.org/W1607297154","https://openalex.org/W4210820789","https://openalex.org/W2365044684","https://openalex.org/W2075741190","https://openalex.org/W1607251608","https://openalex.org/W2059886660"],"abstract_inverted_index":{"Human":[0],"behavior,":[1,6,50],"and":[2,20,23,55,66,69,92,96],"in":[3],"particular":[4,67],"location":[5,25,32,49,63,116],"is":[7,45],"highly":[8],"routine":[9],"based.":[10],"Modern":[11],"mobile":[12,52],"phones,":[13],"through":[14,51],"global":[15],"position":[16],"system":[17],"(GPS)":[18],"technology":[19],"cell":[21],"tower":[22],"WiFi":[24],"identification,":[26],"enable":[27],"us":[28],"to":[29,46,85,89,102],"trace":[30],"human":[31,48],"behavior":[33,64,88],"at":[34],"scales":[35],"that":[36,77,108],"were":[37],"previously":[38],"unattainable.":[39],"The":[40],"goal":[41],"of":[42,99,132],"this":[43,104],"paper":[44],"examine":[47],"phone":[53],"data,":[54],"investigate":[56],"if":[57],"links":[58],"can":[59,82,119],"be":[60,83],"made":[61],"between":[62],"patterns":[65],"demographic":[68],"social":[70],"characteristics":[71,124],"about":[72,125],"an":[73,78,126,129],"individual.":[74],"We":[75],"hypothesize":[76],"individual's":[79],"daily":[80],"predictability":[81,95,117],"key":[84],"linking":[86],"their":[87],"certain":[90],"characteristics,":[91],"we":[93],"propose":[94],"geographic":[97],"areas":[98],"interest":[100],"models":[101],"analyze":[103],"hypothesis.":[105],"Experiments":[106],"reveal":[107],"measurements,":[109],"which":[110],"are":[111],"based":[112],"on":[113],"our":[114],"proposed":[115],"models,":[118],"correctly":[120],"infer":[121],"17":[122],"different":[123],"individual":[127],"with":[128],"average":[130],"accuracy":[131],"85.5%.":[133]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
