{"id":"https://openalex.org/W1501711229","doi":"https://doi.org/10.1109/icc.2015.7249265","title":"Exploring communication and mobility behavior of 3G network users and its temporal consistency","display_name":"Exploring communication and mobility behavior of 3G network users and its temporal consistency","publication_year":2015,"publication_date":"2015-06-01","ids":{"openalex":"https://openalex.org/W1501711229","doi":"https://doi.org/10.1109/icc.2015.7249265","mag":"1501711229"},"language":"en","primary_location":{"id":"doi:10.1109/icc.2015.7249265","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc.2015.7249265","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Communications (ICC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5051066704","display_name":"Andrea Hess","orcid":"https://orcid.org/0000-0001-6826-9821"},"institutions":[{"id":"https://openalex.org/I2800780207","display_name":"Swedish Institute","ror":"https://ror.org/022w3f533","country_code":"SE","type":"government","lineage":["https://openalex.org/I2800780207"]},{"id":"https://openalex.org/I4210155092","display_name":"Czech Academy of Sciences, Institute of Computer Science","ror":"https://ror.org/0496n6574","country_code":"CZ","type":"facility","lineage":["https://openalex.org/I202391551","https://openalex.org/I4210155092"]}],"countries":["CZ","SE"],"is_corresponding":false,"raw_author_name":"Andrea Hess","raw_affiliation_strings":["Decisions, Networks, and Analytics (DNA) lab, Swedish Institute of Computer Science (SICS Swedish ICT)","Decisions, Networks, and Analytics (DNA) lab, Swedish Institute of Computer Science (SICS Swedish ICT), Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Decisions, Networks, and Analytics (DNA) lab, Swedish Institute of Computer Science (SICS Swedish ICT)","institution_ids":["https://openalex.org/I2800780207","https://openalex.org/I4210155092"]},{"raw_affiliation_string":"Decisions, Networks, and Analytics (DNA) lab, Swedish Institute of Computer Science (SICS Swedish ICT), Sweden","institution_ids":["https://openalex.org/I2800780207"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Ian Marsh","orcid":null},"institutions":[{"id":"https://openalex.org/I2800780207","display_name":"Swedish Institute","ror":"https://ror.org/022w3f533","country_code":"SE","type":"government","lineage":["https://openalex.org/I2800780207"]},{"id":"https://openalex.org/I4210155092","display_name":"Czech Academy of Sciences, Institute of Computer Science","ror":"https://ror.org/0496n6574","country_code":"CZ","type":"facility","lineage":["https://openalex.org/I202391551","https://openalex.org/I4210155092"]}],"countries":["CZ","SE"],"is_corresponding":false,"raw_author_name":"Ian Marsh","raw_affiliation_strings":["Decisions, Networks, and Analytics (DNA) lab, Swedish Institute of Computer Science (SICS Swedish ICT)","Decisions, Networks, and Analytics (DNA) lab, Swedish Institute of Computer Science (SICS Swedish ICT), Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Decisions, Networks, and Analytics (DNA) lab, Swedish Institute of Computer Science (SICS Swedish ICT)","institution_ids":["https://openalex.org/I2800780207","https://openalex.org/I4210155092"]},{"raw_affiliation_string":"Decisions, Networks, and Analytics (DNA) lab, Swedish Institute of Computer Science (SICS Swedish ICT), Sweden","institution_ids":["https://openalex.org/I2800780207"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068280922","display_name":"Daniel Gillblad","orcid":"https://orcid.org/0000-0001-8952-3542"},"institutions":[{"id":"https://openalex.org/I2800780207","display_name":"Swedish Institute","ror":"https://ror.org/022w3f533","country_code":"SE","type":"government","lineage":["https://openalex.org/I2800780207"]},{"id":"https://openalex.org/I4210155092","display_name":"Czech Academy of Sciences, Institute of Computer Science","ror":"https://ror.org/0496n6574","country_code":"CZ","type":"facility","lineage":["https://openalex.org/I202391551","https://openalex.org/I4210155092"]}],"countries":["CZ","SE"],"is_corresponding":false,"raw_author_name":"Daniel Gillblad","raw_affiliation_strings":["Decisions, Networks, and Analytics (DNA) lab, Swedish Institute of Computer Science (SICS Swedish ICT)","Decisions, Networks, and Analytics (DNA) lab, Swedish Institute of Computer Science (SICS Swedish ICT), Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Decisions, Networks, and Analytics (DNA) lab, Swedish Institute of Computer Science (SICS Swedish ICT)","institution_ids":["https://openalex.org/I2800780207","https://openalex.org/I4210155092"]},{"raw_affiliation_string":"Decisions, Networks, and Analytics (DNA) lab, Swedish Institute of Computer Science (SICS Swedish ICT), Sweden","institution_ids":["https://openalex.org/I2800780207"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"5916","last_page":"5921"},"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9987999796867371,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9944000244140625,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/granularity","display_name":"Granularity","score":0.7346442937850952},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7276826500892639},{"id":"https://openalex.org/keywords/profiling","display_name":"Profiling (computer programming)","score":0.5661489963531494},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5605923533439636},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.5391119122505188},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5284469127655029},{"id":"https://openalex.org/keywords/trace","display_name":"TRACE (psycholinguistics)","score":0.526244580745697},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.44281578063964844},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.431151419878006},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3556024432182312},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.322053998708725},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.21603980660438538},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2044205367565155}],"concepts":[{"id":"https://openalex.org/C177774035","wikidata":"https://www.wikidata.org/wiki/Q1246948","display_name":"Granularity","level":2,"score":0.7346442937850952},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7276826500892639},{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.5661489963531494},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5605923533439636},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.5391119122505188},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5284469127655029},{"id":"https://openalex.org/C75291252","wikidata":"https://www.wikidata.org/wiki/Q1315756","display_name":"TRACE (psycholinguistics)","level":2,"score":0.526244580745697},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.44281578063964844},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.431151419878006},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3556024432182312},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.322053998708725},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.21603980660438538},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2044205367565155},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icc.2015.7249265","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc.2015.7249265","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Communications (ICC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320320885","display_name":"European Research Consortium for Informatics and Mathematics","ror":"https://ror.org/055zrhj18"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1585610988","https://openalex.org/W1977314396","https://openalex.org/W1986085123","https://openalex.org/W1997410866","https://openalex.org/W2049633694","https://openalex.org/W2063771604","https://openalex.org/W2074937974","https://openalex.org/W2075798023","https://openalex.org/W2110953678","https://openalex.org/W2114480464","https://openalex.org/W2114492868","https://openalex.org/W2117458146","https://openalex.org/W2121973001","https://openalex.org/W2122173183","https://openalex.org/W2133990480","https://openalex.org/W2167617566","https://openalex.org/W4299732443","https://openalex.org/W6635035540"],"related_works":["https://openalex.org/W99904291","https://openalex.org/W1599173567","https://openalex.org/W2387100969","https://openalex.org/W2352363108","https://openalex.org/W2389471107","https://openalex.org/W2521117258","https://openalex.org/W2380023786","https://openalex.org/W2078531759","https://openalex.org/W3108570993","https://openalex.org/W3119543425"],"abstract_inverted_index":{"Over":[0],"the":[1,12,26,58,62,77,102,116,119],"past":[2],"decade,":[3],"telecommunication":[4,51],"network":[5,20,28,59,65,117],"operators":[6],"have":[7],"more":[8,10],"and":[9,39,47,122,141],"realized":[11],"added":[13],"value":[14],"of":[15,37,61,136,145],"data":[16],"analytics":[17],"for":[18],"their":[19,44,124],"deployment":[21],"efficiency.":[22],"Early":[23],"studies":[24,68],"targeted":[25],"global":[27],"perspective":[29],"by":[30,83,143],"localizing":[31],"peak":[32],"loads,":[33],"both":[34],"in":[35],"terms":[36],"area":[38],"time":[40],"period.":[41],"Due":[42],"to":[43,70,90],"higher":[45],"granularity":[46],"information":[48],"richness,":[49],"current":[50],"datasets":[52],"allow":[53],"increasingly":[54],"deeper":[55],"insights":[56],"into":[57,73],"activities":[60],"users.":[63],"Existing":[64],"traffic":[66],"classification":[67],"tend":[69],"divide":[71],"users":[72,120],"groups":[74,81],"without":[75],"considering":[76],"transitions":[78],"between":[79],"different":[80,137],"caused":[82],"individual":[84],"behavioral":[85],"traits,":[86],"which":[87],"we":[88],"expect":[89],"show":[91],"observable":[92],"regularities.":[93],"Our":[94],"approach":[95],"defines":[96],"a":[97,146,151],"profiling":[98],"model":[99,128],"that":[100],"characterizes":[101],"user":[103],"behavior":[104],"as":[105,107],"well":[106],"its":[108],"temporal":[109],"dynamics":[110],"from":[111,150],"two":[112,132],"perspectives:":[113],"w.r.t.":[114],"(i)":[115],"load":[118],"generate,":[121],"(ii)":[123],"mobility":[125],"patterns.":[126],"The":[127],"is":[129],"evaluated":[130],"with":[131],"unsupervised":[133],"clustering":[134],"algorithms":[135],"complexity":[138],"(namely,":[139],"XMeans":[140],"EM)":[142],"means":[144],"3G":[147],"trace":[148],"dataset":[149],"European":[152],"operator.":[153]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
