{"id":"https://openalex.org/W3008328648","doi":"https://doi.org/10.1109/wsc40007.2019.9004910","title":"Data-Driven Modeling and Simulation of Daily Activity Patterns of Elderlies Living in a Smart Home","display_name":"Data-Driven Modeling and Simulation of Daily Activity Patterns of Elderlies Living in a Smart Home","publication_year":2019,"publication_date":"2019-12-01","ids":{"openalex":"https://openalex.org/W3008328648","doi":"https://doi.org/10.1109/wsc40007.2019.9004910","mag":"3008328648"},"language":"en","primary_location":{"id":"doi:10.1109/wsc40007.2019.9004910","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc40007.2019.9004910","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 Winter Simulation Conference (WSC)","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/A5076387041","display_name":"Cyriac Azefack","orcid":null},"institutions":[{"id":"https://openalex.org/I3019848993","display_name":"Mines Saint-\u00c9tienne","ror":"https://ror.org/05a1dws80","country_code":"FR","type":"education","lineage":["https://openalex.org/I203339264","https://openalex.org/I205703379","https://openalex.org/I3019848993"]},{"id":"https://openalex.org/I4210099416","display_name":"Laboratoire d'Informatique, de Mod\u00e9lisation et d'Optimisation des Syst\u00e8mes","ror":"https://ror.org/00t3fpp34","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I198244214","https://openalex.org/I198244214","https://openalex.org/I203339264","https://openalex.org/I205703379","https://openalex.org/I3019848993","https://openalex.org/I4210099416","https://openalex.org/I4210123221","https://openalex.org/I4210159245","https://openalex.org/I4387154249"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Cyriac Azefack","raw_affiliation_strings":["Center for Biomedical and Healthcare Engineering CNRS, UMR 6158 LIMOS Mines Saint- \u00c9tienne, Univ. Clermont Auvergne, Saint- \u00c9tienne, FRANCE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Biomedical and Healthcare Engineering CNRS, UMR 6158 LIMOS Mines Saint- \u00c9tienne, Univ. Clermont Auvergne, Saint- \u00c9tienne, FRANCE","institution_ids":["https://openalex.org/I3019848993","https://openalex.org/I4210099416"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055330596","display_name":"Raksmey Phan","orcid":"https://orcid.org/0000-0001-5586-586X"},"institutions":[{"id":"https://openalex.org/I3019848993","display_name":"Mines Saint-\u00c9tienne","ror":"https://ror.org/05a1dws80","country_code":"FR","type":"education","lineage":["https://openalex.org/I203339264","https://openalex.org/I205703379","https://openalex.org/I3019848993"]},{"id":"https://openalex.org/I4210099416","display_name":"Laboratoire d'Informatique, de Mod\u00e9lisation et d'Optimisation des Syst\u00e8mes","ror":"https://ror.org/00t3fpp34","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I198244214","https://openalex.org/I198244214","https://openalex.org/I203339264","https://openalex.org/I205703379","https://openalex.org/I3019848993","https://openalex.org/I4210099416","https://openalex.org/I4210123221","https://openalex.org/I4210159245","https://openalex.org/I4387154249"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Raksmey Phan","raw_affiliation_strings":["Center for Biomedical and Healthcare Engineering CNRS, UMR 6158 LIMOS Mines Saint- \u00c9tienne, Univ. Clermont Auvergne, Saint- \u00c9tienne, FRANCE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Biomedical and Healthcare Engineering CNRS, UMR 6158 LIMOS Mines Saint- \u00c9tienne, Univ. Clermont Auvergne, Saint- \u00c9tienne, FRANCE","institution_ids":["https://openalex.org/I3019848993","https://openalex.org/I4210099416"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055669214","display_name":"Vincent Augusto","orcid":"https://orcid.org/0000-0002-5063-0831"},"institutions":[{"id":"https://openalex.org/I3019848993","display_name":"Mines Saint-\u00c9tienne","ror":"https://ror.org/05a1dws80","country_code":"FR","type":"education","lineage":["https://openalex.org/I203339264","https://openalex.org/I205703379","https://openalex.org/I3019848993"]},{"id":"https://openalex.org/I4210099416","display_name":"Laboratoire d'Informatique, de Mod\u00e9lisation et d'Optimisation des Syst\u00e8mes","ror":"https://ror.org/00t3fpp34","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I198244214","https://openalex.org/I198244214","https://openalex.org/I203339264","https://openalex.org/I205703379","https://openalex.org/I3019848993","https://openalex.org/I4210099416","https://openalex.org/I4210123221","https://openalex.org/I4210159245","https://openalex.org/I4387154249"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Vincent Augusto","raw_affiliation_strings":["Center for Biomedical and Healthcare Engineering CNRS, UMR 6158 LIMOS Mines Saint- \u00c9tienne, Univ. Clermont Auvergne, Saint- \u00c9tienne, FRANCE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Biomedical and Healthcare Engineering CNRS, UMR 6158 LIMOS Mines Saint- \u00c9tienne, Univ. Clermont Auvergne, Saint- \u00c9tienne, FRANCE","institution_ids":["https://openalex.org/I3019848993","https://openalex.org/I4210099416"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044117021","display_name":"Xiaolan Xie","orcid":"https://orcid.org/0000-0002-6579-1523"},"institutions":[{"id":"https://openalex.org/I3019848993","display_name":"Mines Saint-\u00c9tienne","ror":"https://ror.org/05a1dws80","country_code":"FR","type":"education","lineage":["https://openalex.org/I203339264","https://openalex.org/I205703379","https://openalex.org/I3019848993"]},{"id":"https://openalex.org/I4210099416","display_name":"Laboratoire d'Informatique, de Mod\u00e9lisation et d'Optimisation des Syst\u00e8mes","ror":"https://ror.org/00t3fpp34","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I198244214","https://openalex.org/I198244214","https://openalex.org/I203339264","https://openalex.org/I205703379","https://openalex.org/I3019848993","https://openalex.org/I4210099416","https://openalex.org/I4210123221","https://openalex.org/I4210159245","https://openalex.org/I4387154249"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Xiaolan Xie","raw_affiliation_strings":["Center for Biomedical and Healthcare Engineering CNRS, UMR 6158 LIMOS Mines Saint- \u00c9tienne, Univ. Clermont Auvergne, Saint- \u00c9tienne, FRANCE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Biomedical and Healthcare Engineering CNRS, UMR 6158 LIMOS Mines Saint- \u00c9tienne, Univ. Clermont Auvergne, Saint- \u00c9tienne, FRANCE","institution_ids":["https://openalex.org/I3019848993","https://openalex.org/I4210099416"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034241193","display_name":"Guillaume Gardin","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Guillaume Gardin","raw_affiliation_strings":["EOVI MCD Sant\u00e9 & Services, EOVI MCD, Saint-\u00c9tienne, FRANCE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"EOVI MCD Sant\u00e9 & Services, EOVI MCD, Saint-\u00c9tienne, FRANCE","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022608389","display_name":"Claude Montuy Coquard","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Claude Montuy Coquard","raw_affiliation_strings":["EOVI MCD Sant\u00e9 & Services, EOVI MCD, Saint-\u00c9tienne, FRANCE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"EOVI MCD Sant\u00e9 & Services, EOVI MCD, Saint-\u00c9tienne, FRANCE","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004190150","display_name":"Remi Bouvier","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Remi Bouvier","raw_affiliation_strings":["EOVI MCD Sant\u00e9 & Services, EOVI MCD, Saint-\u00c9tienne, FRANCE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"EOVI MCD Sant\u00e9 & Services, EOVI MCD, Saint-\u00c9tienne, FRANCE","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"594","last_page":"605"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9998000264167786,"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":0.9998000264167786,"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/T11977","display_name":"Technology Use by Older Adults","score":0.9957000017166138,"subfield":{"id":"https://openalex.org/subfields/3317","display_name":"Demography"},"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9751999974250793,"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/assisted-living","display_name":"Assisted living","score":0.7614274621009827},{"id":"https://openalex.org/keywords/activities-of-daily-living","display_name":"Activities of daily living","score":0.7091068625450134},{"id":"https://openalex.org/keywords/home-automation","display_name":"Home automation","score":0.6985355019569397},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6110519766807556},{"id":"https://openalex.org/keywords/independent-living","display_name":"Independent living","score":0.515982449054718},{"id":"https://openalex.org/keywords/elderly-people","display_name":"Elderly people","score":0.5018520355224609},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.4173990488052368},{"id":"https://openalex.org/keywords/gerontology","display_name":"Gerontology","score":0.35251691937446594},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.32570400834083557},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2853725552558899},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.09712573885917664},{"id":"https://openalex.org/keywords/physical-therapy","display_name":"Physical therapy","score":0.07446655631065369}],"concepts":[{"id":"https://openalex.org/C3018552312","wikidata":"https://www.wikidata.org/wiki/Q315412","display_name":"Assisted living","level":2,"score":0.7614274621009827},{"id":"https://openalex.org/C79544238","wikidata":"https://www.wikidata.org/wiki/Q423243","display_name":"Activities of daily living","level":2,"score":0.7091068625450134},{"id":"https://openalex.org/C507571656","wikidata":"https://www.wikidata.org/wiki/Q848436","display_name":"Home automation","level":2,"score":0.6985355019569397},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6110519766807556},{"id":"https://openalex.org/C2780700307","wikidata":"https://www.wikidata.org/wiki/Q1373709","display_name":"Independent living","level":2,"score":0.515982449054718},{"id":"https://openalex.org/C3018697994","wikidata":"https://www.wikidata.org/wiki/Q191089","display_name":"Elderly people","level":2,"score":0.5018520355224609},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.4173990488052368},{"id":"https://openalex.org/C74909509","wikidata":"https://www.wikidata.org/wiki/Q10387","display_name":"Gerontology","level":1,"score":0.35251691937446594},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.32570400834083557},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2853725552558899},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.09712573885917664},{"id":"https://openalex.org/C1862650","wikidata":"https://www.wikidata.org/wiki/Q186005","display_name":"Physical therapy","level":1,"score":0.07446655631065369},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wsc40007.2019.9004910","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc40007.2019.9004910","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 Winter Simulation Conference (WSC)","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":19,"referenced_works":["https://openalex.org/W95898642","https://openalex.org/W917469053","https://openalex.org/W1595052838","https://openalex.org/W1989927196","https://openalex.org/W2015200434","https://openalex.org/W2021361613","https://openalex.org/W2051970047","https://openalex.org/W2074231493","https://openalex.org/W2079290399","https://openalex.org/W2079422867","https://openalex.org/W2101160373","https://openalex.org/W2598249320","https://openalex.org/W2617135656","https://openalex.org/W2626442591","https://openalex.org/W2765275233","https://openalex.org/W2794657587","https://openalex.org/W2810303044","https://openalex.org/W2914884512","https://openalex.org/W3104924514"],"related_works":["https://openalex.org/W1979746046","https://openalex.org/W2107708909","https://openalex.org/W1617795973","https://openalex.org/W236268151","https://openalex.org/W2528221055","https://openalex.org/W2128921790","https://openalex.org/W2564617386","https://openalex.org/W4220723584","https://openalex.org/W2000658861","https://openalex.org/W2347367039"],"abstract_inverted_index":{"Considering":[0],"the":[1,7,10,52,60,75,92,109,113,128],"globally":[2],"aging":[3],"population,":[4],"one":[5],"of":[6,63,74,115],"main":[8],"challenges":[9],"healthcare":[11],"system":[12],"would":[13],"have":[14],"to":[15,18,58,90],"face":[16],"is":[17,88,98],"help":[19],"elderly":[20],"people":[21],"stay":[22],"at":[23],"home":[24,77,123],"in":[25,36,120],"good":[26],"health":[27],"conditions":[28],"and":[29,44,56,87],"as":[30,32],"long":[31],"possible.":[33],"Recent":[34],"advances":[35],"technologies":[37],"answer":[38],"this":[39],"need":[40],"with":[41],"Smart":[42],"Homes":[43],"Ambient":[45],"Assisted":[46],"Living":[47,65],"programs.":[48],"Data":[49],"collected":[50],"by":[51,100],"sensors":[53],"are":[54],"labeled":[55],"used":[57],"monitor":[59],"inhabitant":[61],"Activities":[62],"Daily":[64],"(ADLs).":[66],"This":[67],"paper":[68],"presents":[69],"a":[70,101,121],"new":[71],"modeling":[72,114],"framework":[73,111],"smart":[76,122],"resident's":[78],"behavior":[79,83,117],"that":[80,108],"mimics":[81],"his":[82],"on":[84,127,135],"multiple":[85],"aspects":[86],"able":[89],"simulate":[91],"resident":[93],"daily":[94],"behavior.":[95],"Our":[96],"approach":[97],"illustrated":[99],"real-life":[102],"case":[103],"study":[104],"application.":[105],"Results":[106],"show":[107],"presented":[110],"enables":[112],"human":[116],"living":[118],"alone":[119],"without":[124],"prior":[125],"knowledge":[126],"inhabitant.":[129],"Such":[130],"results":[131],"enable":[132],"further":[133],"research":[134],"frailty":[136],"prediction":[137],"through":[138],"simulation.":[139]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
