{"id":"https://openalex.org/W2012581854","doi":"https://doi.org/10.1109/35021bigcomp.2015.7072841","title":"Mobile user verification/identification using statistical mobility profile","display_name":"Mobile user verification/identification using statistical mobility profile","publication_year":2015,"publication_date":"2015-02-01","ids":{"openalex":"https://openalex.org/W2012581854","doi":"https://doi.org/10.1109/35021bigcomp.2015.7072841","mag":"2012581854"},"language":"en","primary_location":{"id":"doi:10.1109/35021bigcomp.2015.7072841","is_oa":false,"landing_page_url":"https://doi.org/10.1109/35021bigcomp.2015.7072841","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 International Conference on Big Data and Smart Computing (BIGCOMP)","raw_type":"proceedings-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/A5100618342","display_name":"Miao Lin","orcid":"https://orcid.org/0000-0002-2325-9811"},"institutions":[{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]},{"id":"https://openalex.org/I4210161496","display_name":"A*STAR Graduate Academy","ror":"https://ror.org/059yjzn93","country_code":"SG","type":"education","lineage":["https://openalex.org/I115228651","https://openalex.org/I4210161496"]},{"id":"https://openalex.org/I3005327000","display_name":"Institute for Infocomm Research","ror":"https://ror.org/053rfa017","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3005327000","https://openalex.org/I91275662"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Miao Lin","raw_affiliation_strings":["Data Analytics Department, A*STAR, Singapore","Data Analytics Department Institute for Infocomm Research, A\u2217STAR Singapore"],"affiliations":[{"raw_affiliation_string":"Data Analytics Department, A*STAR, Singapore","institution_ids":["https://openalex.org/I4210161496"]},{"raw_affiliation_string":"Data Analytics Department Institute for Infocomm Research, A\u2217STAR Singapore","institution_ids":["https://openalex.org/I3005327000","https://openalex.org/I115228651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101971891","display_name":"Hong Cao","orcid":"https://orcid.org/0000-0002-3793-6844"},"institutions":[{"id":"https://openalex.org/I4210161496","display_name":"A*STAR Graduate Academy","ror":"https://ror.org/059yjzn93","country_code":"SG","type":"education","lineage":["https://openalex.org/I115228651","https://openalex.org/I4210161496"]},{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]},{"id":"https://openalex.org/I3005327000","display_name":"Institute for Infocomm Research","ror":"https://ror.org/053rfa017","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3005327000","https://openalex.org/I91275662"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Hong Cao","raw_affiliation_strings":["Data Analytics Department, A*STAR, Singapore","Data Analytics Department Institute for Infocomm Research, A\u2217STAR Singapore"],"affiliations":[{"raw_affiliation_string":"Data Analytics Department, A*STAR, Singapore","institution_ids":["https://openalex.org/I4210161496"]},{"raw_affiliation_string":"Data Analytics Department Institute for Infocomm Research, A\u2217STAR Singapore","institution_ids":["https://openalex.org/I3005327000","https://openalex.org/I115228651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065995973","display_name":"Vincent W. Zheng","orcid":"https://orcid.org/0000-0002-0904-3184"},"institutions":[{"id":"https://openalex.org/I4210108443","display_name":"Advanced Digital Sciences Center","ror":"https://ror.org/01xaqx887","country_code":"SG","type":"facility","lineage":["https://openalex.org/I4210108443"]},{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["SG","US"],"is_corresponding":false,"raw_author_name":"Vincent Zheng","raw_affiliation_strings":["Advanced Digital Sciences Center, University of Illinois at Urbana Champaign, Singapore"],"affiliations":[{"raw_affiliation_string":"Advanced Digital Sciences Center, University of Illinois at Urbana Champaign, Singapore","institution_ids":["https://openalex.org/I4210108443","https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024150659","display_name":"Kevin C. Chang","orcid":null},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]},{"id":"https://openalex.org/I4210108443","display_name":"Advanced Digital Sciences Center","ror":"https://ror.org/01xaqx887","country_code":"SG","type":"facility","lineage":["https://openalex.org/I4210108443"]}],"countries":["SG","US"],"is_corresponding":false,"raw_author_name":"Kevin C. Chang","raw_affiliation_strings":["Advanced Digital Sciences Center, University of Illinois at Urbana Champaign, Singapore"],"affiliations":[{"raw_affiliation_string":"Advanced Digital Sciences Center, University of Illinois at Urbana Champaign, Singapore","institution_ids":["https://openalex.org/I4210108443","https://openalex.org/I157725225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079470760","display_name":"Shonali Krishnaswamy","orcid":"https://orcid.org/0009-0001-4601-3830"},"institutions":[{"id":"https://openalex.org/I4210161496","display_name":"A*STAR Graduate Academy","ror":"https://ror.org/059yjzn93","country_code":"SG","type":"education","lineage":["https://openalex.org/I115228651","https://openalex.org/I4210161496"]},{"id":"https://openalex.org/I3005327000","display_name":"Institute for Infocomm Research","ror":"https://ror.org/053rfa017","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3005327000","https://openalex.org/I91275662"]},{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Shonali Krishnaswamy","raw_affiliation_strings":["Data Analytics Department, A*STAR, Singapore","Data Analytics Department Institute for Infocomm Research, A\u2217STAR Singapore"],"affiliations":[{"raw_affiliation_string":"Data Analytics Department, A*STAR, Singapore","institution_ids":["https://openalex.org/I4210161496"]},{"raw_affiliation_string":"Data Analytics Department Institute for Infocomm Research, A\u2217STAR Singapore","institution_ids":["https://openalex.org/I3005327000","https://openalex.org/I115228651"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100618342"],"corresponding_institution_ids":["https://openalex.org/I115228651","https://openalex.org/I3005327000","https://openalex.org/I4210161496"],"apc_list":null,"apc_paid":null,"fwci":3.9341,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.9308713,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"31","issue":null,"first_page":"15","last_page":"18"},"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":0.9997000098228455,"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":0.9997000098228455,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/computer-science","display_name":"Computer science","score":0.8515093922615051},{"id":"https://openalex.org/keywords/profiling","display_name":"Profiling (computer programming)","score":0.7737423777580261},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.679006814956665},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6497869491577148},{"id":"https://openalex.org/keywords/location-data","display_name":"Location data","score":0.49866414070129395},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.4715970456600189},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.15722551941871643},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.13399842381477356}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8515093922615051},{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.7737423777580261},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.679006814956665},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6497869491577148},{"id":"https://openalex.org/C2988186277","wikidata":"https://www.wikidata.org/wiki/Q5915793","display_name":"Location data","level":2,"score":0.49866414070129395},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.4715970456600189},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.15722551941871643},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.13399842381477356},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/35021bigcomp.2015.7072841","is_oa":false,"landing_page_url":"https://doi.org/10.1109/35021bigcomp.2015.7072841","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 International Conference on Big Data and Smart Computing (BIGCOMP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1208857234","https://openalex.org/W1972302881","https://openalex.org/W2037064502","https://openalex.org/W2061204737","https://openalex.org/W2107092366","https://openalex.org/W2115240023","https://openalex.org/W2116347193","https://openalex.org/W2151464060","https://openalex.org/W2158454296","https://openalex.org/W2496323672","https://openalex.org/W3083814793","https://openalex.org/W3099514962","https://openalex.org/W6628083349","https://openalex.org/W6776535907","https://openalex.org/W6782797296"],"related_works":["https://openalex.org/W2161444195","https://openalex.org/W2589019771","https://openalex.org/W3034529322","https://openalex.org/W2985540061","https://openalex.org/W2185012154","https://openalex.org/W2113597336","https://openalex.org/W4252521128","https://openalex.org/W2115913271","https://openalex.org/W4287867321","https://openalex.org/W2911183501"],"abstract_inverted_index":{"Recent":[0],"studies":[1],"show":[2,103],"that":[3],"ubiquitous":[4,207],"smartphone":[5],"data,":[6,123],"e.g.,":[7],"the":[8,29,57,65,82,94,99,105,130,134,138,146,188,206],"universal":[9],"cell":[10],"tower":[11],"IDs,":[12],"WiFi":[13],"access":[14],"points,":[15],"etc.,":[16],"can":[17,36],"be":[18],"used":[19,47],"to":[20,48,56],"effectively":[21],"recover":[22],"individuals'":[23,38,88],"mobility.":[24],"However,":[25],"recording":[26],"and":[27,72,167],"releasing":[28],"data":[30,89,165,181],"containing":[31],"such":[32,192],"information":[33],"without":[34],"anonymization":[35,43],"hurt":[37],"location":[39,208],"privacy.":[40],"Therefore,":[41],"many":[42],"methods":[44],"have":[45],"been":[46],"sanitize":[49],"these":[50],"datasets":[51],"before":[52],"they":[53],"are":[54,90,143],"shared":[55],"research":[58],"community.":[59],"In":[60],"this":[61],"paper,":[62],"we":[63],"demonstrate":[64],"idea":[66],"of":[67,113,132,137,158,174,191,199],"statistical":[68,95],"mobile":[69],"user":[70],"profiling":[71],"identification":[73,111,153],"based":[74,117,161,177],"on":[75,115,118,145,162,178,205],"anonymized":[76,209],"datasets.":[77,186,210],"Our":[78],"insight":[79],"is":[80],"that,":[81,104],"mobility":[83],"patterns":[84],"inferred":[85],"from":[86,98],"different":[87],"identifiable":[91],"by":[92],"using":[93],"profiles":[96],"constructed":[97],"patterns.":[100],"Experimental":[101],"results":[102],"proposed":[106],"method":[107],"achieves":[108],"a":[109,151,156,168,172],"promising":[110],"accuracy":[112,154,170],"96%":[114],"average":[116],"randomly":[119],"chosen":[120],"two":[121,184],"users'":[122],"which":[124],"makes":[125],"our":[126,194],"framework":[127],"feasible":[128],"for":[129,155,171,183],"application":[131],"inferring":[133],"fraud":[135],"usage":[136],"smartphones.":[139],"Also,":[140],"extensive":[141],"experiments":[142],"conducted":[144],"more":[147],"challenging":[148],"cases,":[149],"showing":[150],"59.5%":[152],"total":[157,173],"50":[159],"users":[160,176],"636":[163],"weekly":[164,180],"segments":[166,182],"56.1%":[169],"63":[175],"786":[179],"separate":[185],"As":[187],"first":[189],"work":[190],"kind,":[193],"result":[195],"suggests":[196],"good":[197],"possibility":[198],"developing":[200],"location-based":[201],"services":[202],"or":[203],"applications":[204]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
