{"id":"https://openalex.org/W1983930501","doi":"https://doi.org/10.1109/cicare.2013.6583073","title":"Activity pattern mining using temporal relationships in a smart home","display_name":"Activity pattern mining using temporal relationships in a smart home","publication_year":2013,"publication_date":"2013-04-01","ids":{"openalex":"https://openalex.org/W1983930501","doi":"https://doi.org/10.1109/cicare.2013.6583073","mag":"1983930501"},"language":"en","primary_location":{"id":"doi:10.1109/cicare.2013.6583073","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cicare.2013.6583073","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE Symposium on Computational Intelligence in Healthcare and e-health (CICARE)","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/A5059678991","display_name":"Mohamed Tarik Moutacalli","orcid":"https://orcid.org/0000-0003-3534-8624"},"institutions":[{"id":"https://openalex.org/I104914703","display_name":"Universit\u00e9 du Qu\u00e9bec \u00e0 Chicoutimi","ror":"https://ror.org/00y3hzd62","country_code":"CA","type":"education","lineage":["https://openalex.org/I104914703","https://openalex.org/I49663120"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Mohamed Tarik Moutacalli","raw_affiliation_strings":["Department of Informatics, UQAC, Chicoutimi, Canada","Dept. of Inf., UQAC, Chicoutimi, QC, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Informatics, UQAC, Chicoutimi, Canada","institution_ids":["https://openalex.org/I104914703"]},{"raw_affiliation_string":"Dept. of Inf., UQAC, Chicoutimi, QC, Canada","institution_ids":["https://openalex.org/I104914703"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045798408","display_name":"Vincent Marmen","orcid":null},"institutions":[{"id":"https://openalex.org/I104914703","display_name":"Universit\u00e9 du Qu\u00e9bec \u00e0 Chicoutimi","ror":"https://ror.org/00y3hzd62","country_code":"CA","type":"education","lineage":["https://openalex.org/I104914703","https://openalex.org/I49663120"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Vincent Marmen","raw_affiliation_strings":["Department of Informatics, UQAC, Chicoutimi, Canada","Dept. of Inf., UQAC, Chicoutimi, QC, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Informatics, UQAC, Chicoutimi, Canada","institution_ids":["https://openalex.org/I104914703"]},{"raw_affiliation_string":"Dept. of Inf., UQAC, Chicoutimi, QC, Canada","institution_ids":["https://openalex.org/I104914703"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110247576","display_name":"Abdenour Bouzouane","orcid":null},"institutions":[{"id":"https://openalex.org/I104914703","display_name":"Universit\u00e9 du Qu\u00e9bec \u00e0 Chicoutimi","ror":"https://ror.org/00y3hzd62","country_code":"CA","type":"education","lineage":["https://openalex.org/I104914703","https://openalex.org/I49663120"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Abdenour Bouzouane","raw_affiliation_strings":["Department of Informatics, UQAC, Chicoutimi, Canada","Dept. of Inf., UQAC, Chicoutimi, QC, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Informatics, UQAC, Chicoutimi, Canada","institution_ids":["https://openalex.org/I104914703"]},{"raw_affiliation_string":"Dept. of Inf., UQAC, Chicoutimi, QC, Canada","institution_ids":["https://openalex.org/I104914703"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006604972","display_name":"Bruno Bouchard","orcid":"https://orcid.org/0000-0002-8408-3258"},"institutions":[{"id":"https://openalex.org/I104914703","display_name":"Universit\u00e9 du Qu\u00e9bec \u00e0 Chicoutimi","ror":"https://ror.org/00y3hzd62","country_code":"CA","type":"education","lineage":["https://openalex.org/I104914703","https://openalex.org/I49663120"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Bruno Bouchard","raw_affiliation_strings":["Department of Informatics, UQAC, Chicoutimi, Canada","Dept. of Inf., UQAC, Chicoutimi, QC, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Informatics, UQAC, Chicoutimi, Canada","institution_ids":["https://openalex.org/I104914703"]},{"raw_affiliation_string":"Dept. of Inf., UQAC, Chicoutimi, QC, Canada","institution_ids":["https://openalex.org/I104914703"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5059678991"],"corresponding_institution_ids":["https://openalex.org/I104914703"],"apc_list":null,"apc_paid":null,"fwci":3.2358,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.92526205,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"83","last_page":"87"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9984999895095825,"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"}},"topics":[{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9984999895095825,"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9965999722480774,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9922000169754028,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.8066490888595581},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6306577920913696},{"id":"https://openalex.org/keywords/activities-of-daily-living","display_name":"Activities of daily living","score":0.5550245046615601},{"id":"https://openalex.org/keywords/activity-recognition","display_name":"Activity recognition","score":0.4688974916934967},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3632378578186035},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.35558217763900757},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.28375136852264404},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.15809983015060425},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1460559368133545}],"concepts":[{"id":"https://openalex.org/C507571656","wikidata":"https://www.wikidata.org/wiki/Q848436","display_name":"Home automation","level":2,"score":0.8066490888595581},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6306577920913696},{"id":"https://openalex.org/C79544238","wikidata":"https://www.wikidata.org/wiki/Q423243","display_name":"Activities of daily living","level":2,"score":0.5550245046615601},{"id":"https://openalex.org/C121687571","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Activity recognition","level":2,"score":0.4688974916934967},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3632378578186035},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35558217763900757},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.28375136852264404},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.15809983015060425},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1460559368133545},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cicare.2013.6583073","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cicare.2013.6583073","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE Symposium on Computational Intelligence in Healthcare and e-health (CICARE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W159524162","https://openalex.org/W1506285740","https://openalex.org/W1537336823","https://openalex.org/W2020967122","https://openalex.org/W2064853889","https://openalex.org/W2128209385","https://openalex.org/W2167917691","https://openalex.org/W2483289343","https://openalex.org/W2600184897"],"related_works":["https://openalex.org/W2071210425","https://openalex.org/W3195649134","https://openalex.org/W4200627986","https://openalex.org/W2676384245","https://openalex.org/W2980701909","https://openalex.org/W3003171896","https://openalex.org/W2989668789","https://openalex.org/W2059102265","https://openalex.org/W4312127264","https://openalex.org/W2474529778"],"abstract_inverted_index":{"Allowing":[0],"elders":[1],"and":[2],"people":[3],"with":[4],"cognitive":[5],"dysfunction":[6],"such":[7],"as":[8],"Alzheimers":[9],"disease":[10],"to":[11,44,54,79],"stay":[12],"in":[13,83,106],"their":[14],"home":[15,57,86,100],"longer":[16],"is":[17,32,72],"rapidly":[18],"becoming":[19],"a":[20,33,76,84,97],"priority":[21],"for":[22],"the":[23,64,67,70,107],"health":[24],"care":[25],"system.":[26],"The":[27],"use":[28],"of":[29,63,69,109],"smart":[30,56,85,99],"homes":[31],"very":[34],"promising":[35,104],"solution":[36],"because":[37],"it":[38],"can":[39],"automatically":[40],"offer":[41],"real-time":[42],"assistance":[43],"complete":[45],"daily":[46,59],"activities.":[47,112],"Data":[48],"mining":[49],"techniques":[50],"have":[51],"been":[52],"used":[53],"identify":[55],"occupant's":[58],"routines,":[60],"but":[61],"most":[62],"time,":[65],"only":[66],"sequence":[68],"events":[71],"analyzed.":[73],"We":[74],"propose":[75],"new":[77],"algorithm":[78],"discover":[80],"frequent":[81,111],"activities":[82],"history":[87],"log":[88,102],"using":[89],"temporal":[90],"relationships":[91],"between":[92],"sensor":[93,101],"activations.":[94],"Experiments":[95],"on":[96],"real":[98],"showed":[103],"results":[105],"detection":[108],"all":[110]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
