{"id":"https://openalex.org/W2742679586","doi":"https://doi.org/10.1145/3097983.3098114","title":"Internet Device Graphs","display_name":"Internet Device Graphs","publication_year":2017,"publication_date":"2017-08-04","ids":{"openalex":"https://openalex.org/W2742679586","doi":"https://doi.org/10.1145/3097983.3098114","mag":"2742679586"},"language":"en","primary_location":{"id":"doi:10.1145/3097983.3098114","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3097983.3098114","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining","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/A5110628632","display_name":"Matthew Malloy","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Matthew Malloy","raw_affiliation_strings":["comScore, Madison, WI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"comScore, Madison, WI, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043427561","display_name":"Paul Barford","orcid":"https://orcid.org/0000-0001-7874-1819"},"institutions":[{"id":"https://openalex.org/I1304256225","display_name":"University of Wisconsin System","ror":"https://ror.org/03ydkyb10","country_code":"US","type":"education","lineage":["https://openalex.org/I1304256225"]},{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Paul Barford","raw_affiliation_strings":["comScore &amp; University of Wisconsin, Madison, WI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"comScore &amp; University of Wisconsin, Madison, WI, USA","institution_ids":["https://openalex.org/I1304256225","https://openalex.org/I135310074"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007310177","display_name":"Enis Ceyhun","orcid":null},"institutions":[{"id":"https://openalex.org/I1304256225","display_name":"University of Wisconsin System","ror":"https://ror.org/03ydkyb10","country_code":"US","type":"education","lineage":["https://openalex.org/I1304256225"]},{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Enis Ceyhun Alp","raw_affiliation_strings":["comScore &amp; University of Wisconsin, Madison, WI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"comScore &amp; University of Wisconsin, Madison, WI, USA","institution_ids":["https://openalex.org/I1304256225","https://openalex.org/I135310074"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035553977","display_name":"Jonathan M. Koller","orcid":"https://orcid.org/0000-0002-1409-5608"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jonathan Koller","raw_affiliation_strings":["comScore, Madison, WI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"comScore, Madison, WI, USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073233509","display_name":"Adria Jewell","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Adria Jewell","raw_affiliation_strings":["comScore, Madison, WI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"comScore, Madison, WI, USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9417,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.73190622,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1913","last_page":"1921"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9997000098228455,"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"}},{"id":"https://openalex.org/T10557","display_name":"Social Media and Politics","score":0.9957000017166138,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"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/T11147","display_name":"Misinformation and Its Impacts","score":0.9787999987602234,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.7786329984664917},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.75872403383255},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5505533218383789},{"id":"https://openalex.org/keywords/personalization","display_name":"Personalization","score":0.4886615574359894},{"id":"https://openalex.org/keywords/graph-partition","display_name":"Graph partition","score":0.44178706407546997},{"id":"https://openalex.org/keywords/partition","display_name":"Partition (number theory)","score":0.42970091104507446},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4209703207015991},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3821779489517212},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13564985990524292}],"concepts":[{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.7786329984664917},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.75872403383255},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5505533218383789},{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.4886615574359894},{"id":"https://openalex.org/C48903430","wikidata":"https://www.wikidata.org/wiki/Q491370","display_name":"Graph partition","level":3,"score":0.44178706407546997},{"id":"https://openalex.org/C42812","wikidata":"https://www.wikidata.org/wiki/Q1082910","display_name":"Partition (number theory)","level":2,"score":0.42970091104507446},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4209703207015991},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3821779489517212},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13564985990524292},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3097983.3098114","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3097983.3098114","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.6399999856948853,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W347697680","https://openalex.org/W1565608089","https://openalex.org/W1593327293","https://openalex.org/W1595294668","https://openalex.org/W1797019445","https://openalex.org/W1828649173","https://openalex.org/W1893161742","https://openalex.org/W1970959547","https://openalex.org/W2040534455","https://openalex.org/W2045107949","https://openalex.org/W2047940964","https://openalex.org/W2067117154","https://openalex.org/W2087321129","https://openalex.org/W2089458547","https://openalex.org/W2096273775","https://openalex.org/W2098421656","https://openalex.org/W2099474262","https://openalex.org/W2102931907","https://openalex.org/W2104471584","https://openalex.org/W2104599106","https://openalex.org/W2107754621","https://openalex.org/W2111023939","https://openalex.org/W2114398364","https://openalex.org/W2120754938","https://openalex.org/W2121424679","https://openalex.org/W2123539383","https://openalex.org/W2124548453","https://openalex.org/W2127048411","https://openalex.org/W2128307905","https://openalex.org/W2128366083","https://openalex.org/W2131681506","https://openalex.org/W2132914434","https://openalex.org/W2136486572","https://openalex.org/W2141807666","https://openalex.org/W2145977038","https://openalex.org/W2150256170","https://openalex.org/W2157523061","https://openalex.org/W2161117629","https://openalex.org/W2177058407","https://openalex.org/W2292723020","https://openalex.org/W2295430786","https://openalex.org/W2339675877","https://openalex.org/W2432978112","https://openalex.org/W2469279958","https://openalex.org/W2901897907","https://openalex.org/W2965478150","https://openalex.org/W3099768174","https://openalex.org/W3102641634","https://openalex.org/W4253823320"],"related_works":["https://openalex.org/W2109940557","https://openalex.org/W2466832359","https://openalex.org/W4391210591","https://openalex.org/W1582019636","https://openalex.org/W1499005795","https://openalex.org/W3172493050","https://openalex.org/W3139829055","https://openalex.org/W2583811263","https://openalex.org/W3211941742","https://openalex.org/W2035944803"],"abstract_inverted_index":{"Internet":[0],"device":[1,47,173,180],"graphs":[2,25],"identify":[3],"relationships":[4],"between":[5,91],"user-centric":[6],"internet":[7,64,104,124],"connected":[8,105],"devices":[9,106,125],"such":[10,24],"as":[11],"desktops,":[12],"laptops,":[13],"smartphones,":[14],"tablets,":[15],"gaming":[16],"consoles,":[17],"TV's,":[18],"etc.":[19],"The":[20,77],"ability":[21],"to":[22,57,116],"create":[23],"is":[26],"compelling":[27],"for":[28,44,99,179],"online":[29],"advertising,":[30],"content":[31],"customization,":[32],"recommendation":[33],"systems,":[34],"security,":[35],"and":[36,52,152,163,171,175,183],"operations.":[37],"We":[38,134,144],"begin":[39],"by":[40],"describing":[41],"an":[42],"algorithm":[43,56],"generating":[45],"a":[46,58,121,139],"graph":[48,79,118,151,181],"based":[49],"on":[50,146],"IP-colocation,":[51],"then":[53],"apply":[54,112],"the":[55,68,74,100,108,117,147,150,153,158],"corpus":[59],"of":[60,70,103,123,149,161],"over":[61,67],"2.5":[62],"trillion":[63],"events":[65],"collected":[66],"period":[69],"six":[71],"weeks":[72],"in":[73,107,120],"United":[75],"States.":[76],"resulting":[78,119],"exhibits":[80],"immense":[81],"scale":[82],"with":[83,138],"greater":[84],"than":[85,93],"7.3":[86],"billion":[87,95],"edges":[88],"(pair-wise":[89],"relationships)":[90],"more":[92],"1.2":[94],"nodes":[96],"(devices),":[97],"accounting":[98],"vast":[101],"majority":[102],"US.":[109],"Next,":[110],"we":[111,156],"community":[113],"detection":[114],"algorithms":[115],"partitioning":[122],"into":[126],"100":[127],"million":[128],"small":[129],"communities":[130],"representing":[131],"physical":[132],"households.":[133],"validate":[135],"this":[136],"partition":[137],"unique":[140],"ground":[141],"truth":[142],"dataset.":[143],"report":[145],"characteristics":[148],"communities.":[154],"Lastly,":[155],"discuss":[157],"important":[159],"issues":[160],"ethics":[162],"privacy":[164],"that":[165],"must":[166],"be":[167],"considered":[168],"when":[169],"creating":[170],"studying":[172],"graphs,":[174],"suggest":[176],"further":[177],"opportunities":[178],"enrichment":[182],"application.":[184]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
