{"id":"https://openalex.org/W4281570062","doi":"https://doi.org/10.1145/3532525.3532536","title":"Recognition System for Behavior &amp; Activities of Daily Living Among Patients with Dementia Using Smart Algorithms and Assistive Technology","display_name":"Recognition System for Behavior &amp; Activities of Daily Living Among Patients with Dementia Using Smart Algorithms and Assistive Technology","publication_year":2022,"publication_date":"2022-05-25","ids":{"openalex":"https://openalex.org/W4281570062","doi":"https://doi.org/10.1145/3532525.3532536"},"language":"en","primary_location":{"id":"doi:10.1145/3532525.3532536","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3532525.3532536","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"13th Augmented Human International Conference","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://archive-ouverte.unige.ch/unige:166094","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5081353392","display_name":"Amarzish Qadeer","orcid":"https://orcid.org/0000-0003-4460-5442"},"institutions":[{"id":"https://openalex.org/I46247651","display_name":"University of Manitoba","ror":"https://ror.org/02gfys938","country_code":"CA","type":"education","lineage":["https://openalex.org/I46247651"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Amarzish Qadeer","raw_affiliation_strings":["Faculty of Graduate Studies, Biomedical Engineering, University of Manitoba, Canada"],"affiliations":[{"raw_affiliation_string":"Faculty of Graduate Studies, Biomedical Engineering, University of Manitoba, Canada","institution_ids":["https://openalex.org/I46247651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004653587","display_name":"Jean-Marc Seigneur","orcid":"https://orcid.org/0000-0002-3271-2905"},"institutions":[{"id":"https://openalex.org/I114457229","display_name":"University of Geneva","ror":"https://ror.org/01swzsf04","country_code":"CH","type":"education","lineage":["https://openalex.org/I114457229"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Jean-Marc Seigneur","raw_affiliation_strings":["CUI Medi@LAB, University of Geneva, Switzerland"],"affiliations":[{"raw_affiliation_string":"CUI Medi@LAB, University of Geneva, Switzerland","institution_ids":["https://openalex.org/I114457229"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053704991","display_name":"Mohamed-Amine Choukou","orcid":"https://orcid.org/0000-0001-9477-2412"},"institutions":[{"id":"https://openalex.org/I46247651","display_name":"University of Manitoba","ror":"https://ror.org/02gfys938","country_code":"CA","type":"education","lineage":["https://openalex.org/I46247651"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Mohamed-Amine Choukou","raw_affiliation_strings":["College of Rehabilitation Sciences, University of Manitoba, Canada"],"affiliations":[{"raw_affiliation_string":"College of Rehabilitation Sciences, University of Manitoba, Canada","institution_ids":["https://openalex.org/I46247651"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5081353392"],"corresponding_institution_ids":["https://openalex.org/I46247651"],"apc_list":null,"apc_paid":null,"fwci":0.403,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.58101308,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"41","issue":null,"first_page":"1","last_page":"2"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.4219000041484833,"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":0.4219000041484833,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/dementia","display_name":"Dementia","score":0.796608030796051},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.6637892127037048},{"id":"https://openalex.org/keywords/activities-of-daily-living","display_name":"Activities of daily living","score":0.6604457497596741},{"id":"https://openalex.org/keywords/orientation","display_name":"Orientation (vector space)","score":0.5946236848831177},{"id":"https://openalex.org/keywords/adaptive-behavior","display_name":"Adaptive behavior","score":0.5339250564575195},{"id":"https://openalex.org/keywords/cognitive-impairment","display_name":"Cognitive impairment","score":0.5060574412345886},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4818326532840729},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4262782335281372},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4074082374572754},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3925110101699829},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.38934585452079773},{"id":"https://openalex.org/keywords/developmental-psychology","display_name":"Developmental psychology","score":0.230804443359375},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.21893054246902466},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.1952192187309265},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12845540046691895}],"concepts":[{"id":"https://openalex.org/C2779483572","wikidata":"https://www.wikidata.org/wiki/Q83030","display_name":"Dementia","level":3,"score":0.796608030796051},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.6637892127037048},{"id":"https://openalex.org/C79544238","wikidata":"https://www.wikidata.org/wiki/Q423243","display_name":"Activities of daily living","level":2,"score":0.6604457497596741},{"id":"https://openalex.org/C16345878","wikidata":"https://www.wikidata.org/wiki/Q107472979","display_name":"Orientation (vector space)","level":2,"score":0.5946236848831177},{"id":"https://openalex.org/C68784500","wikidata":"https://www.wikidata.org/wiki/Q1570691","display_name":"Adaptive behavior","level":2,"score":0.5339250564575195},{"id":"https://openalex.org/C2984915365","wikidata":"https://www.wikidata.org/wiki/Q5141203","display_name":"Cognitive impairment","level":3,"score":0.5060574412345886},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4818326532840729},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4262782335281372},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4074082374572754},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3925110101699829},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.38934585452079773},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.230804443359375},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.21893054246902466},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.1952192187309265},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12845540046691895},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3532525.3532536","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3532525.3532536","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"13th Augmented Human International Conference","raw_type":"proceedings-article"},{"id":"pmh:oai:unige.ch:aou:unige:166094","is_oa":true,"landing_page_url":"https://archive-ouverte.unige.ch/unige:166094","pdf_url":null,"source":{"id":"https://openalex.org/S4306402259","display_name":"Archive ouverte UNIGE (University of Geneva)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114457229","host_organization_name":"University of Geneva","host_organization_lineage":["https://openalex.org/I114457229"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Proceedings of the 13th Augmented Human International Conference (2022)\\n          ","raw_type":"info:eu-repo/semantics/bookPart"}],"best_oa_location":{"id":"pmh:oai:unige.ch:aou:unige:166094","is_oa":true,"landing_page_url":"https://archive-ouverte.unige.ch/unige:166094","pdf_url":null,"source":{"id":"https://openalex.org/S4306402259","display_name":"Archive ouverte UNIGE (University of Geneva)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114457229","host_organization_name":"University of Geneva","host_organization_lineage":["https://openalex.org/I114457229"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Proceedings of the 13th Augmented Human International Conference (2022)\\n          ","raw_type":"info:eu-repo/semantics/bookPart"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W2044951665","https://openalex.org/W2247057194","https://openalex.org/W3124769650","https://openalex.org/W3208688400","https://openalex.org/W4230145224"],"related_works":["https://openalex.org/W2071210425","https://openalex.org/W2409059799","https://openalex.org/W1972242255","https://openalex.org/W2890927416","https://openalex.org/W2128765271","https://openalex.org/W2966412519","https://openalex.org/W1993101344","https://openalex.org/W2775021631","https://openalex.org/W2028416698","https://openalex.org/W3126949736"],"abstract_inverted_index":{"Dementia":[0,21],"is":[1],"a":[2,6,111,123],"syndrome":[3],"consisting":[4],"of":[5,8,17,39,59,118],"group":[7],"symptoms":[9],"that":[10,33],"cause":[11],"progressive":[12],"brain":[13],"dysfunction":[14],"and":[15,27,43,56,89,103,126],"impairment":[16],"cognition":[18],"or":[19,72],"intellects.":[20],"causes":[22,44],"problems":[23],"with":[24],"memory,":[25],"orientation":[26],"thinking":[28],"processes":[29],"to":[30,113],"the":[31,52,85,116,128],"extent":[32],"it":[34],"decreases":[35],"functionality":[36],"in":[37,122],"Activities":[38,65],"Daily":[40],"Living":[41],"(ADL)":[42],"behavior":[45,54,117],"change.":[46],"Several":[47],"studies":[48],"have":[49],"focused":[50],"on":[51,80,101,109],"unusual":[53],"detection":[55,58],"pattern":[57],"daily":[60],"activities":[61],"using":[62],"in-home":[63],"sensors.":[64],"are":[66],"detected":[67],"either":[68],"through":[69],"specific":[70],"rules":[71],"by":[73],"applying":[74],"learning":[75],"techniques.":[76],"This":[77],"study":[78],"focuses":[79],"utilizing":[81],"adaptive":[82],"algorithms":[83],"where":[84],"relationship":[86],"between":[87],"environmental":[88],"cognitive":[90,98,130],"state":[91],"will":[92,107],"be":[93],"predicted.":[94],"To":[95],"automatically":[96,114],"assess":[97],"health":[99],"based":[100],"activity":[102],"behavior,":[104],"this":[105],"research":[106],"focus":[108],"introducing":[110],"method":[112],"predict":[115],"patients":[119],"at":[120],"homes":[121],"smart":[124],"way":[125],"predicting":[127],"patient's":[129],"state.":[131]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
