{"id":"https://openalex.org/W2099094693","doi":"https://doi.org/10.1145/2494091.2497328","title":"Towards user identification in the home from appliance usage patterns","display_name":"Towards user identification in the home from appliance usage patterns","publication_year":2013,"publication_date":"2013-09-08","ids":{"openalex":"https://openalex.org/W2099094693","doi":"https://doi.org/10.1145/2494091.2497328","mag":"2099094693"},"language":"en","primary_location":{"id":"doi:10.1145/2494091.2497328","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2494091.2497328","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2013 ACM conference on Pervasive and ubiquitous computing adjunct publication","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/A5064159148","display_name":"Daniel Garnier-Moiroux","orcid":null},"institutions":[{"id":"https://openalex.org/I70768539","display_name":"\u00c9cole Nationale Sup\u00e9rieure des Mines de Paris","ror":"https://ror.org/04y8cs423","country_code":"FR","type":"education","lineage":["https://openalex.org/I190752583","https://openalex.org/I2746051580","https://openalex.org/I70768539"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Daniel Garnier-Moiroux","raw_affiliation_strings":["Mines ParisTech, Paris, France","[Mines ParisTech, Paris, France]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mines ParisTech, Paris, France","institution_ids":["https://openalex.org/I70768539"]},{"raw_affiliation_string":"[Mines ParisTech, Paris, France]","institution_ids":["https://openalex.org/I70768539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101499800","display_name":"Fernando da Silveira","orcid":"https://orcid.org/0000-0002-5149-2338"},"institutions":[{"id":"https://openalex.org/I4210158888","display_name":"Technicolor (United States)","ror":"https://ror.org/05ha8e826","country_code":"US","type":"company","lineage":["https://openalex.org/I4210121266","https://openalex.org/I4210158888"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fernando Silveira","raw_affiliation_strings":["Technicolor, Palo Alto, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technicolor, Palo Alto, USA","institution_ids":["https://openalex.org/I4210158888"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111515855","display_name":"Anmol Sheth","orcid":null},"institutions":[{"id":"https://openalex.org/I4210158888","display_name":"Technicolor (United States)","ror":"https://ror.org/05ha8e826","country_code":"US","type":"company","lineage":["https://openalex.org/I4210121266","https://openalex.org/I4210158888"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anmol Sheth","raw_affiliation_strings":["Technicolor, Palo Alto, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technicolor, Palo Alto, CA, USA","institution_ids":["https://openalex.org/I4210158888"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2079,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.49692115,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"861","last_page":"868"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.991599977016449,"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/T10603","display_name":"Smart Grid Energy Management","score":0.9871000051498413,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7720286846160889},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.714553713798523},{"id":"https://openalex.org/keywords/usage-data","display_name":"Usage data","score":0.4817338287830353},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4076057970523834},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3945574462413788},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.37348902225494385},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3228864073753357}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7720286846160889},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.714553713798523},{"id":"https://openalex.org/C2781353284","wikidata":"https://www.wikidata.org/wiki/Q7901676","display_name":"Usage data","level":2,"score":0.4817338287830353},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4076057970523834},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3945574462413788},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.37348902225494385},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3228864073753357},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2494091.2497328","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2494091.2497328","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2013 ACM conference on Pervasive and ubiquitous computing adjunct publication","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":6,"referenced_works":["https://openalex.org/W1575597416","https://openalex.org/W1924211602","https://openalex.org/W2019575783","https://openalex.org/W2105038653","https://openalex.org/W2154224206","https://openalex.org/W6655546568"],"related_works":["https://openalex.org/W2898732673","https://openalex.org/W2410053581","https://openalex.org/W2383658677","https://openalex.org/W3123203398","https://openalex.org/W2961085424","https://openalex.org/W1972473893","https://openalex.org/W2466435674","https://openalex.org/W2765200542","https://openalex.org/W2367893528","https://openalex.org/W3107784576"],"abstract_inverted_index":{"We":[0,23],"explore":[1],"the":[2,8,21,25,81],"feasibility":[3],"of":[4,27,39,53,70,75],"identifying":[5],"users":[6,45,79],"from":[7,36],"unique":[9],"patterns":[10],"they":[11],"exhibit":[12],"when":[13],"interacting":[14],"with":[15,87],"an":[16],"individual":[17],"electrical":[18],"appliance":[19,40,61],"in":[20,80],"home.":[22,82],"evaluate":[24],"effectiveness":[26],"a":[28,37,51,66],"supervised":[29],"learning":[30],"based":[31],"approach":[32],"for":[33,72],"user":[34,90],"identification":[35],"dataset":[38],"usage":[41,62,85],"collected":[42],"across":[43],"five":[44,78],"and":[46],"three":[47],"kitchen":[48],"appliances":[49],"over":[50],"period":[52],"eight":[54],"weeks.":[55],"Our":[56],"results":[57],"show":[58],"that":[59],"using":[60],"information":[63,86],"alone":[64],"provides":[65],"moderate":[67],"average":[68],"accuracy":[69,94],"32%":[71],"group":[73],"sizes":[74],"up":[76],"to":[77],"However":[83],"augmenting":[84],"hints":[88],"about":[89],"presence":[91],"can":[92],"improve":[93],"by":[95],"15-20%.":[96]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
