{"id":"https://openalex.org/W2149233219","doi":"https://doi.org/10.1109/infcom.2011.5935212","title":"Spatio-temporal modeling of wireless users internet access patterns using self-organizing maps","display_name":"Spatio-temporal modeling of wireless users internet access patterns using self-organizing maps","publication_year":2011,"publication_date":"2011-04-01","ids":{"openalex":"https://openalex.org/W2149233219","doi":"https://doi.org/10.1109/infcom.2011.5935212","mag":"2149233219"},"language":"en","primary_location":{"id":"doi:10.1109/infcom.2011.5935212","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infcom.2011.5935212","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 Proceedings IEEE INFOCOM","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/A5009679658","display_name":"Saeed Moghaddam","orcid":"https://orcid.org/0000-0002-9171-6500"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Saeed Moghaddam","raw_affiliation_strings":["Computer and Information Science and Engineering Department, University of Florida, Gainesville, FL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer and Information Science and Engineering Department, University of Florida, Gainesville, FL, USA","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048781653","display_name":"Ahmed Helmy","orcid":"https://orcid.org/0000-0003-1878-3536"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ahmed Helmy","raw_affiliation_strings":["Computer and Information Science and Engineering Department, University of Florida, Gainesville, FL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer and Information Science and Engineering Department, University of Florida, Gainesville, FL, USA","institution_ids":["https://openalex.org/I33213144"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I33213144"],"apc_list":null,"apc_paid":null,"fwci":1.4076,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.88486275,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"17","issue":null,"first_page":"496","last_page":"500"},"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":0.9987999796867371,"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":0.9987999796867371,"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/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":0.9986000061035156,"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"}},{"id":"https://openalex.org/T11158","display_name":"Wireless Networks and Protocols","score":0.9943000078201294,"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/computer-science","display_name":"Computer science","score":0.8008213043212891},{"id":"https://openalex.org/keywords/netflow","display_name":"NetFlow","score":0.7693445682525635},{"id":"https://openalex.org/keywords/self-organizing-map","display_name":"Self-organizing map","score":0.6096584796905518},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.6029735803604126},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.45636340975761414},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.45045334100723267},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.44435709714889526},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.27311980724334717},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1508755087852478},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.12556856870651245},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.08114275336265564}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8008213043212891},{"id":"https://openalex.org/C188067584","wikidata":"https://www.wikidata.org/wiki/Q219363","display_name":"NetFlow","level":2,"score":0.7693445682525635},{"id":"https://openalex.org/C111168008","wikidata":"https://www.wikidata.org/wiki/Q1136838","display_name":"Self-organizing map","level":3,"score":0.6096584796905518},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.6029735803604126},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.45636340975761414},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.45045334100723267},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.44435709714889526},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.27311980724334717},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1508755087852478},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.12556856870651245},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.08114275336265564}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/infcom.2011.5935212","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infcom.2011.5935212","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 Proceedings IEEE INFOCOM","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":20,"referenced_works":["https://openalex.org/W65738273","https://openalex.org/W1954073967","https://openalex.org/W1971784203","https://openalex.org/W2069896075","https://openalex.org/W2094734495","https://openalex.org/W2127097022","https://openalex.org/W2132742372","https://openalex.org/W2133436197","https://openalex.org/W2137688035","https://openalex.org/W2144839742","https://openalex.org/W2147854123","https://openalex.org/W2156952359","https://openalex.org/W2160494326","https://openalex.org/W2166313787","https://openalex.org/W2168518742","https://openalex.org/W2319660501","https://openalex.org/W2949832075","https://openalex.org/W6640944341","https://openalex.org/W6680051534","https://openalex.org/W6681089240"],"related_works":["https://openalex.org/W2134539183","https://openalex.org/W2359209543","https://openalex.org/W2370801098","https://openalex.org/W2380475535","https://openalex.org/W2377112249","https://openalex.org/W4320027669","https://openalex.org/W3199479007","https://openalex.org/W2611702147","https://openalex.org/W4289655086","https://openalex.org/W2068608815"],"abstract_inverted_index":{"Users":[0],"behavior":[1],"and":[2,49,59],"interests":[3],"will":[4],"play":[5],"a":[6,15,39,77],"central":[7],"role":[8],"in":[9],"future":[10],"mobile":[11,28,52],"networks.":[12],"We":[13,37,62],"introduce":[14],"systematic":[16],"method":[17],"for":[18,25,46,94],"large-scale":[19],"multi-dimensional":[20],"analysis":[21],"of":[22,27,57],"online":[23],"activity":[24],"thousands":[26],"users":[29,96],"across":[30],"79":[31],"buildings":[32],"over":[33],"100":[34],"web":[35],"domains.":[36],"propose":[38],"modeling":[40],"approach":[41],"based":[42,68],"on":[43,69],"self-organizing":[44,78],"maps":[45],"discovering,":[47],"organizing":[48],"visualizing":[50],"different":[51],"users'":[53,66],"trends":[54,67],"from":[55],"billions":[56],"WLAN":[58],"netflow":[60],"records.":[61],"find":[63],"surprisingly":[64],"that":[65],"domains":[70],"or":[71],"locations":[72],"can":[73],"be":[74],"modeled":[75],"using":[76],"map":[79],"with":[80],"clearly":[81],"distinct":[82],"characteristics.":[83],"This":[84],"is":[85],"the":[86],"first":[87],"study":[88],"to":[89],"acquire":[90],"such":[91],"detailed":[92],"results":[93],"wireless":[95],"Internet":[97],"access":[98],"patterns.":[99]},"counts_by_year":[{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
