{"id":"https://openalex.org/W2291096917","doi":"https://doi.org/10.1109/iscc.2015.7405604","title":"User activity recognition for energy saving in smart home environment","display_name":"User activity recognition for energy saving in smart home environment","publication_year":2015,"publication_date":"2015-07-01","ids":{"openalex":"https://openalex.org/W2291096917","doi":"https://doi.org/10.1109/iscc.2015.7405604","mag":"2291096917"},"language":"en","primary_location":{"id":"doi:10.1109/iscc.2015.7405604","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscc.2015.7405604","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE Symposium on Computers and Communication (ISCC)","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/A5037006717","display_name":"Wesllen Sousa Lima","orcid":"https://orcid.org/0000-0001-9669-1659"},"institutions":[{"id":"https://openalex.org/I62885914","display_name":"Universidade Federal do Amazonas","ror":"https://ror.org/02263ky35","country_code":"BR","type":"education","lineage":["https://openalex.org/I62885914"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Wesllen S. Lima","raw_affiliation_strings":["Institute of Computing, Federal University of Amazonas, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Computing, Federal University of Amazonas, Brazil","institution_ids":["https://openalex.org/I62885914"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033286636","display_name":"Eduardo Souto","orcid":"https://orcid.org/0000-0003-0003-908X"},"institutions":[{"id":"https://openalex.org/I62885914","display_name":"Universidade Federal do Amazonas","ror":"https://ror.org/02263ky35","country_code":"BR","type":"education","lineage":["https://openalex.org/I62885914"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Eduardo Souto","raw_affiliation_strings":["Institute of Computing, Federal University of Amazonas, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Computing, Federal University of Amazonas, Brazil","institution_ids":["https://openalex.org/I62885914"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088587662","display_name":"Thiago Schmitz Marques da Rocha","orcid":"https://orcid.org/0000-0002-8656-2359"},"institutions":[{"id":"https://openalex.org/I62885914","display_name":"Universidade Federal do Amazonas","ror":"https://ror.org/02263ky35","country_code":"BR","type":"education","lineage":["https://openalex.org/I62885914"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Thiago Rocha","raw_affiliation_strings":["Institute of Computing, Federal University of Amazonas, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Computing, Federal University of Amazonas, Brazil","institution_ids":["https://openalex.org/I62885914"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056884284","display_name":"Richard W. Pazzi","orcid":"https://orcid.org/0000-0003-4308-6265"},"institutions":[{"id":"https://openalex.org/I39470171","display_name":"Ontario Tech University","ror":"https://ror.org/016zre027","country_code":"CA","type":"education","lineage":["https://openalex.org/I39470171"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Richard W. Pazzi","raw_affiliation_strings":["University of Ontario Institute of Technology, UOIT, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Ontario Institute of Technology, UOIT, Canada","institution_ids":["https://openalex.org/I39470171"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049611861","display_name":"Ferry Pramudianto","orcid":null},"institutions":[{"id":"https://openalex.org/I4210110507","display_name":"Fraunhofer Institute for Applied Information Technology","ror":"https://ror.org/01ak24c12","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210110507","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ferry Pramudianto","raw_affiliation_strings":["Fraunhofer FIT, Schloss Birlinghoven, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fraunhofer FIT, Schloss Birlinghoven, Germany","institution_ids":["https://openalex.org/I4210110507"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.2165,"has_fulltext":false,"cited_by_count":37,"citation_normalized_percentile":{"value":0.88996273,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"751","last_page":"757"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9988999962806702,"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":0.9988999962806702,"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/T10603","display_name":"Smart Grid Energy Management","score":0.9987999796867371,"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"}},{"id":"https://openalex.org/T12222","display_name":"IoT-based Smart Home Systems","score":0.9980999827384949,"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/electricity","display_name":"Electricity","score":0.7066583633422852},{"id":"https://openalex.org/keywords/home-automation","display_name":"Home automation","score":0.6802800893783569},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6742088794708252},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.5822829604148865},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.5798742175102234},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.47925710678100586},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.36996373534202576},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.24859583377838135},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2178829312324524},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1579800248146057}],"concepts":[{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.7066583633422852},{"id":"https://openalex.org/C507571656","wikidata":"https://www.wikidata.org/wiki/Q848436","display_name":"Home automation","level":2,"score":0.6802800893783569},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6742088794708252},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.5822829604148865},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.5798742175102234},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.47925710678100586},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.36996373534202576},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.24859583377838135},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2178829312324524},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1579800248146057},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/iscc.2015.7405604","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscc.2015.7405604","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE Symposium on Computers and Communication (ISCC)","raw_type":"proceedings-article"},{"id":"pmh:oai:publica.fraunhofer.de:publica/395866","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/395866","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7599999904632568,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1521732562","https://openalex.org/W1582164482","https://openalex.org/W1601736911","https://openalex.org/W1968558779","https://openalex.org/W1973965874","https://openalex.org/W1978913037","https://openalex.org/W1997841190","https://openalex.org/W2003792585","https://openalex.org/W2004099281","https://openalex.org/W2010635921","https://openalex.org/W2025904793","https://openalex.org/W2050836750","https://openalex.org/W2064609274","https://openalex.org/W2068849277","https://openalex.org/W2112021193","https://openalex.org/W2145419312","https://openalex.org/W2152958726","https://openalex.org/W2155456580","https://openalex.org/W2168538680","https://openalex.org/W2170239483","https://openalex.org/W2189152632","https://openalex.org/W2537588488","https://openalex.org/W2547265465","https://openalex.org/W2602956630","https://openalex.org/W6631114127","https://openalex.org/W6634750885","https://openalex.org/W6667773784","https://openalex.org/W6681485079","https://openalex.org/W6686704028"],"related_works":["https://openalex.org/W2676384245","https://openalex.org/W4214628662","https://openalex.org/W4297745244","https://openalex.org/W2037518538","https://openalex.org/W2156822401","https://openalex.org/W3092380670","https://openalex.org/W3125847301","https://openalex.org/W4313390786","https://openalex.org/W2089393798","https://openalex.org/W2356819012"],"abstract_inverted_index":{"In":[0,44],"recent":[1],"years,":[2],"the":[3,11,57,60,80,98,103,119],"consumption":[4],"of":[5,22,110,128],"electricity":[6,129],"has":[7,18],"increased":[8],"considerably":[9],"in":[10,66,130],"industrial,":[12],"commercial":[13],"and":[14,34,39,49,63,83,93],"residential":[15],"sectors.":[16],"This":[17],"prompted":[19],"a":[20,85,108,114,131],"branch":[21],"research":[23],"which":[24],"attempts":[25],"to":[26,77,90,102,123,126],"overcome":[27],"this":[28,45],"problem":[29],"by":[30],"applying":[31],"different":[32],"information":[33],"communication":[35],"technologies,":[36],"turning":[37],"houses":[38],"buildings":[40],"into":[41],"smart":[42,67,132],"environments.":[43,69],"paper,":[46],"we":[47],"propose":[48],"design":[50],"an":[51],"energy":[52],"saving":[53],"technique":[54],"based":[55],"on":[56,113],"relationship":[58],"between":[59],"user's":[61,81],"activities":[62,92],"electrical":[64],"appliances":[65],"home":[68,95],"The":[70],"proposed":[71,120],"method":[72,121],"utilizes":[73],"machine":[74],"learning":[75],"techniques":[76],"automatically":[78],"recognize":[79],"activities,":[82],"then":[84],"ranking":[86],"algorithm":[87],"is":[88],"applied":[89],"relate":[91],"existing":[94],"appliances.":[96],"Finally,":[97],"system":[99],"gives":[100],"recommendations":[101],"user":[104],"whenever":[105],"it":[106],"detects":[107],"waste":[109],"energy.":[111],"Tests":[112],"real":[115],"database":[116],"show":[117],"that":[118],"can":[122],"save":[124],"up":[125],"35%":[127],"home.":[133]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}