{"id":"https://openalex.org/W2222846516","doi":"https://doi.org/10.1504/ijwmc.2015.073104","title":"Mining groups of mobile users","display_name":"Mining groups of mobile users","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W2222846516","doi":"https://doi.org/10.1504/ijwmc.2015.073104","mag":"2222846516"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijwmc.2015.073104","pdf_url":null,"source":{"id":"https://openalex.org/S168395412","display_name":"International Journal of Wireless and Mobile Computing","issn_l":"1741-1084","issn":["1741-1084","1741-1092"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"journal-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/A5000125264","display_name":"Dmitry Namiot","orcid":"https://orcid.org/0000-0002-4463-1678"},"institutions":[{"id":"https://openalex.org/I19880235","display_name":"Lomonosov Moscow State University","ror":"https://ror.org/010pmpe69","country_code":"RU","type":"education","lineage":["https://openalex.org/I19880235"]}],"countries":["RU"],"is_corresponding":true,"raw_author_name":"Dmitry Namiot","raw_affiliation_strings":["Faculty of Computational Mathematics and Cybernetics, Lomonosov Moscow State University, GSP-1, Leninskie Gory, Moscow 119991, Russia"],"affiliations":[{"raw_affiliation_string":"Faculty of Computational Mathematics and Cybernetics, Lomonosov Moscow State University, GSP-1, Leninskie Gory, Moscow 119991, Russia","institution_ids":["https://openalex.org/I19880235"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5000125264"],"corresponding_institution_ids":["https://openalex.org/I19880235"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":0,"max":66},"biblio":{"volume":"9","issue":"3","first_page":"211","last_page":"211"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9967,"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":0.9967,"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":0.9952,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9937,"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":[],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9116958},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.725942},{"id":"https://openalex.org/C546215728","wikidata":"https://www.wikidata.org/wiki/Q39531","display_name":"Bluetooth","level":3,"score":0.67250437},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.5161006},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.45308012},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.44235113},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.41107416},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.37877277},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.35775465},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.26236188},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18291616},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.11994827}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijwmc.2015.073104","pdf_url":null,"source":{"id":"https://openalex.org/S168395412","display_name":"International Journal of Wireless and Mobile Computing","issn_l":"1741-1084","issn":["1741-1084","1741-1092"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":30,"referenced_works":["https://openalex.org/W1482578442","https://openalex.org/W1534412948","https://openalex.org/W1536993972","https://openalex.org/W1749313698","https://openalex.org/W1970849344","https://openalex.org/W1993749112","https://openalex.org/W2011430131","https://openalex.org/W2017178695","https://openalex.org/W2027506564","https://openalex.org/W2032642084","https://openalex.org/W2039794991","https://openalex.org/W2040441164","https://openalex.org/W2041052177","https://openalex.org/W2054621077","https://openalex.org/W2056682017","https://openalex.org/W2061480123","https://openalex.org/W2064153264","https://openalex.org/W2066961254","https://openalex.org/W2070129262","https://openalex.org/W2115233984","https://openalex.org/W2129538325","https://openalex.org/W2131801212","https://openalex.org/W2145616680","https://openalex.org/W2154454189","https://openalex.org/W2162744351","https://openalex.org/W2473031099","https://openalex.org/W2963107097","https://openalex.org/W2963524934","https://openalex.org/W2977850266","https://openalex.org/W48356261"],"related_works":["https://openalex.org/W4376643979","https://openalex.org/W4220926637","https://openalex.org/W2967161677","https://openalex.org/W2903653170","https://openalex.org/W2389079374","https://openalex.org/W2376320007","https://openalex.org/W2372429262","https://openalex.org/W2362681120","https://openalex.org/W2351967314","https://openalex.org/W2322402661"],"abstract_inverted_index":{"This":[0,28],"paper":[1],"presents":[2],"a":[3,49,76],"new":[4,77],"approach":[5,78],"in":[6],"data":[7],"analysis":[8,33],"for":[9,34,52,71,79,115],"monitoring":[10,18,29],"of":[11,19,25,81,89],"mobile":[12,20,44,64,92],"devices.":[13],"Our":[14,94,132],"model":[15],"uses":[16,30,96],"passive":[17],"devices":[21],"based":[22],"on":[23,43],"ideas":[24],"network":[26,31],"proximity.":[27],"protocol":[32],"Wi-Fi":[35],"and":[36,38,54,112],"Bluetooth":[37],"lets":[39],"us":[40],"collect":[41],"information":[42,47],"visitors.":[45],"Collected":[46],"is":[48],"direct":[50],"analogue":[51],"weblog":[53],"website":[55],"usage":[56],"data,":[57,83],"but":[58],"operates":[59],"with":[60,68,128],"real":[61],"visitors":[62],"(real":[63],"devices),":[65],"rather":[66,99],"than":[67,100],"abstract":[69],"requests":[70],"web":[72],"pages.":[73],"We":[74],"describe":[75],"processing":[80],"these":[82],"which":[84],"can":[85],"detect":[86],"some":[87],"forms":[88],"relationships":[90],"between":[91],"users.":[93],"algorithm":[95,107,133],"time-based":[97],"clustering":[98,106],"traditional":[101,105],"K-means":[102],"approach.":[103],"A":[104],"(K-means)":[108],"might":[109],"find":[110],"clusters":[111,140],"cluster":[113,130],"centres":[114],"the":[116,144,147],"given":[117],"K.":[118],"For":[119],"our":[120],"time":[121],"stamped":[122],"events":[123],"we":[124],"are":[125],"not":[126],"concerned":[127],"finding":[129],"centres.":[131],"should":[134],"only":[135],"assign":[136],"collected":[137],"points":[138],"to":[139],"as":[141,143],"long":[142],"segmentation":[145],"remains":[146],"same.":[148]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2222846516","counts_by_year":[],"updated_date":"2024-12-12T09:42:38.723074","created_date":"2016-06-24"}