{"id":"https://openalex.org/W2753694244","doi":"https://doi.org/10.1109/iscc.2017.8024707","title":"Extracting usage patterns of home IoT devices","display_name":"Extracting usage patterns of home IoT devices","publication_year":2017,"publication_date":"2017-07-01","ids":{"openalex":"https://openalex.org/W2753694244","doi":"https://doi.org/10.1109/iscc.2017.8024707","mag":"2753694244"},"language":"en","primary_location":{"id":"doi:10.1109/iscc.2017.8024707","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscc.2017.8024707","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE Symposium on Computers and Communications (ISCC)","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://inria.hal.science/hal-01664015","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5046693188","display_name":"Gevorg Poghosyan","orcid":null},"institutions":[{"id":"https://openalex.org/I100930933","display_name":"University College Dublin","ror":"https://ror.org/05m7pjf47","country_code":"IE","type":"education","lineage":["https://openalex.org/I100930933"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Gevorg Poghosyan","raw_affiliation_strings":["Insight Centre for Data Analytics, University College Dublin, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Insight Centre for Data Analytics, University College Dublin, Ireland","institution_ids":["https://openalex.org/I100930933"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015023891","display_name":"Ioannis Pefkianakis","orcid":null},"institutions":[{"id":"https://openalex.org/I1324840837","display_name":"Hewlett-Packard (United States)","ror":"https://ror.org/059rn9488","country_code":"US","type":"company","lineage":["https://openalex.org/I1324840837"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ioannis Pefkianakis","raw_affiliation_strings":["Hewlett Packard Labs, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hewlett Packard Labs, USA","institution_ids":["https://openalex.org/I1324840837"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082717279","display_name":"Pascal Le Guyadec","orcid":null},"institutions":[{"id":"https://openalex.org/I4210121266","display_name":"Technicolor (France)","ror":"https://ror.org/02ya5n776","country_code":"FR","type":"company","lineage":["https://openalex.org/I4210121266"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Pascal Le Guyadec","raw_affiliation_strings":["Technicolor Research, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technicolor Research, France","institution_ids":["https://openalex.org/I4210121266"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042003138","display_name":"Vassilis Christophides","orcid":"https://orcid.org/0000-0002-2076-1881"},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I142617266","display_name":"University of Crete","ror":"https://ror.org/00dr28g20","country_code":"GR","type":"education","lineage":["https://openalex.org/I142617266"]}],"countries":["FR","GR"],"is_corresponding":false,"raw_author_name":"Vassilis Christophides","raw_affiliation_strings":["INRIA-Paris, France","University of Crete, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INRIA-Paris, France","institution_ids":["https://openalex.org/I1326498283"]},{"raw_affiliation_string":"University of Crete, Greece","institution_ids":["https://openalex.org/I142617266"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.734,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.8843776,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1318","last_page":"1324"},"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":0.9915000200271606,"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":0.9915000200271606,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9889000058174133,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11478","display_name":"Caching and Content Delivery","score":0.9761000275611877,"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/home-automation","display_name":"Home automation","score":0.8064477443695068},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7518051266670227},{"id":"https://openalex.org/keywords/troubleshooting","display_name":"Troubleshooting","score":0.7442843914031982},{"id":"https://openalex.org/keywords/intranet","display_name":"Intranet","score":0.6160790324211121},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.4698668420314789},{"id":"https://openalex.org/keywords/service-provider","display_name":"Service provider","score":0.45985135436058044},{"id":"https://openalex.org/keywords/usage-data","display_name":"Usage data","score":0.4555661678314209},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.449270635843277},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4243493378162384},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.40897876024246216},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3462245762348175},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3215746283531189},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.23653486371040344},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.11904001235961914}],"concepts":[{"id":"https://openalex.org/C507571656","wikidata":"https://www.wikidata.org/wiki/Q848436","display_name":"Home automation","level":2,"score":0.8064477443695068},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7518051266670227},{"id":"https://openalex.org/C147494362","wikidata":"https://www.wikidata.org/wiki/Q2078905","display_name":"Troubleshooting","level":2,"score":0.7442843914031982},{"id":"https://openalex.org/C2778059363","wikidata":"https://www.wikidata.org/wiki/Q483426","display_name":"Intranet","level":3,"score":0.6160790324211121},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.4698668420314789},{"id":"https://openalex.org/C116537","wikidata":"https://www.wikidata.org/wiki/Q2169973","display_name":"Service provider","level":3,"score":0.45985135436058044},{"id":"https://openalex.org/C2781353284","wikidata":"https://www.wikidata.org/wiki/Q7901676","display_name":"Usage data","level":2,"score":0.4555661678314209},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.449270635843277},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4243493378162384},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.40897876024246216},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3462245762348175},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3215746283531189},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.23653486371040344},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.11904001235961914},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/iscc.2017.8024707","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscc.2017.8024707","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE Symposium on Computers and Communications (ISCC)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-01664015v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-01664015","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.ics.forth.gr/iscc2017/","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-01664015v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-01664015","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.ics.forth.gr/iscc2017/","raw_type":"Conference papers"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.8799999952316284,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1564155593","https://openalex.org/W1990570762","https://openalex.org/W2007987866","https://openalex.org/W2051409943","https://openalex.org/W2096256884","https://openalex.org/W2145215397","https://openalex.org/W2150662023","https://openalex.org/W2154298720","https://openalex.org/W2294872612","https://openalex.org/W2318523312","https://openalex.org/W2352431170","https://openalex.org/W2503899677","https://openalex.org/W6699739365"],"related_works":["https://openalex.org/W3013479934","https://openalex.org/W4210597238","https://openalex.org/W4318325534","https://openalex.org/W4206476896","https://openalex.org/W4240398146","https://openalex.org/W2950310564","https://openalex.org/W4238338086","https://openalex.org/W2467308209","https://openalex.org/W2913357653","https://openalex.org/W2753694244"],"abstract_inverted_index":{"Ubiquitous":[0],"connectivity":[1],"and":[2,35,42,140],"smart":[3],"technologies":[4],"gradually":[5],"transform":[6],"homes":[7],"into":[8],"Intranet":[9],"of":[10,15,48,51,91,107,112],"Things,":[11],"where":[12],"a":[13,96,117],"multitude":[14],"connected,":[16],"intelligent":[17],"devices":[18],"allow":[19],"for":[20,28,77,130,137],"novel":[21],"home":[22,29,58,92],"automation":[23],"services.":[24],"Providing":[25],"new":[26,65],"services":[27],"users":[30,111],"(e.g.,":[31,39],"energy":[32,138],"saving":[33],"automations)":[34],"Internet":[36],"Service":[37],"Providers":[38],"network":[40],"management":[41],"troubleshooting)":[43],"requires":[44],"an":[45,113],"in-depth":[46],"analysis":[47,68,81],"various":[49],"kinds":[50],"data":[52,67],"(connectivity,":[53],"performance,":[54],"usage)":[55],"collected":[56],"from":[57],"networks.":[59],"In":[60],"this":[61],"paper,":[62],"we":[63],"explore":[64],"Machine-to-Machine":[66],"techniques":[69],"that":[70,123],"go":[71],"beyond":[72],"binary":[73],"association":[74],"rule":[75],"mining":[76,99],"traditional":[78],"market":[79],"basket":[80],"considered":[82],"by":[83],"previous":[84],"studies,":[85],"to":[86,101,116],"analyze":[87],"individual":[88],"device":[89,104],"logs":[90],"gateways.":[93],"We":[94],"introduce":[95],"multidimensional":[97],"patterns":[98,106],"framework,":[100],"extract":[102],"complex":[103],"co-usage":[105],"201":[108],"residential":[109],"broadband":[110],"ISP,":[114],"subscribed":[115],"triple-play":[118],"service.":[119],"Our":[120],"results":[121],"show":[122],"our":[124],"analytics":[125],"engine":[126],"provides":[127],"valuable":[128],"insights":[129],"emerging":[131],"use":[132],"cases":[133],"such":[134],"as":[135],"monitoring":[136],"efficiency,":[139],"\u201cthings\u201d":[141],"recommendation.":[142]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-06-14T07:44:22.658603","created_date":"2025-10-10T00:00:00"}
