{"id":"https://openalex.org/W2762224430","doi":"https://doi.org/10.1109/ihtc.2017.8058201","title":"Benefits of automatic human action recognition in an assistive system for people with dementia","display_name":"Benefits of automatic human action recognition in an assistive system for people with dementia","publication_year":2017,"publication_date":"2017-07-01","ids":{"openalex":"https://openalex.org/W2762224430","doi":"https://doi.org/10.1109/ihtc.2017.8058201","mag":"2762224430"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/ihtc.2017.8058201","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-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/A5110390614","display_name":"Emilie M. D. Jean-Baptiste","orcid":null},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Emilie M. D. Jean-Baptiste","raw_affiliation_strings":["Department of Occupational Science and Occupational Therapy, University of Toronto, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Occupational Science and Occupational Therapy, University of Toronto, Canada","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012412464","display_name":"Alex Mihailidis","orcid":"https://orcid.org/0000-0003-2233-0919"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Alex Mihailidis","raw_affiliation_strings":["Department of Occupational Science and Occupational Therapy, University of Toronto, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Occupational Science and Occupational Therapy, University of Toronto, Canada","institution_ids":["https://openalex.org/I185261750"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.302,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":13,"citation_normalized_percentile":{"value":0.795947,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":87,"max":88},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9994,"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":0.9994,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9982,"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/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9979,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/action-recognition","display_name":"Action Recognition","score":0.77597356},{"id":"https://openalex.org/keywords/activity-recognition","display_name":"Activity Recognition","score":0.50307554},{"id":"https://openalex.org/keywords/task-analysis","display_name":"Task Analysis","score":0.4189664}],"concepts":[{"id":"https://openalex.org/C2987834672","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Action recognition","level":3,"score":0.77597356},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7441673},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.71915466},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.6993116},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.6387723},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.57373065},{"id":"https://openalex.org/C121687571","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Activity recognition","level":2,"score":0.50307554},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.45867002},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4317082},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.4189664},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3392876},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1562464},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.1509971},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1051811},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/ihtc.2017.8058201","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":21,"referenced_works":["https://openalex.org/W1658014787","https://openalex.org/W1972388741","https://openalex.org/W1982824750","https://openalex.org/W2036006374","https://openalex.org/W2103388129","https://openalex.org/W2106053110","https://openalex.org/W2106696118","https://openalex.org/W2107173618","https://openalex.org/W2113096211","https://openalex.org/W2122111042","https://openalex.org/W2142679274","https://openalex.org/W2155268664","https://openalex.org/W2211118551","https://openalex.org/W2234060732","https://openalex.org/W2245689696","https://openalex.org/W2416928936","https://openalex.org/W2487462786","https://openalex.org/W2598816334","https://openalex.org/W273718120","https://openalex.org/W3099158863","https://openalex.org/W63883401"],"related_works":["https://openalex.org/W3181401746","https://openalex.org/W3012440055","https://openalex.org/W2982423860","https://openalex.org/W2585162246","https://openalex.org/W2166791242","https://openalex.org/W2060591604","https://openalex.org/W1975325338","https://openalex.org/W1934413089","https://openalex.org/W1564680838","https://openalex.org/W1505626156"],"abstract_inverted_index":{"In":[0],"the":[1,31,106,137,154],"context":[2],"of":[3,5,51,119,129,139],"Activities":[4],"Daily":[6],"Living,":[7],"a":[8,26,48,71,125],"human":[9,142],"action":[10,143],"can":[11],"be":[12],"defined":[13],"as":[14],"any":[15],"interaction":[16],"between":[17],"an":[18,36,86],"individual":[19],"and":[20,58,115],"his":[21],"or":[22],"her":[23],"environment":[24],"during":[25,33,47,157],"task":[27],"(e.g.,":[28],"to":[29,41,45,55,64,99,105,135,148,152],"use":[30,81],"soap":[32],"handwashing).":[34],"When":[35],"assistive":[37,87],"system":[38],"is":[39,54,85,97,111],"designed":[40,89],"recall":[42],"users":[43],"what":[44],"do":[46],"task,":[49],"one":[50],"its":[52,150],"goals":[53],"properly":[56],"track":[57],"detect":[59],"their":[60],"actions":[61,103],"in":[62,82,113,145],"order":[63],"provide":[65],"accurate":[66],"guidance.":[67],"This":[68],"paper":[69],"describes":[70],"k-Nearest":[72],"Neighbor":[73],"(kNN)":[74],"based":[75],"Action":[76],"Recognition":[77],"System":[78],"(ARS)":[79],"for":[80,90],"COACH,":[83,146],"which":[84],"technology":[88],"people":[91],"with":[92],"dementia.":[93],"The":[94,109,127],"kNN-based":[95],"ARS":[96,132],"able":[98],"recognize":[100],"6":[101],"main":[102],"related":[104],"handwashing":[107],"task.":[108],"recognition":[110,144],"done":[112],"real-time":[114],"uses":[116],"continuous":[117],"sequences":[118],"discrete":[120],"hand":[121],"positions":[122],"output":[123],"by":[124],"handtracker.":[126],"aims":[128],"this":[130],"new":[131],"are":[133],"(1)":[134],"verify":[136],"benefits":[138],"enabling":[140],"automatic":[141],"(2)":[147],"evaluate":[149],"ability":[151],"overcome":[153],"limitations":[155],"experienced":[156],"previous":[158],"clinical":[159],"trials.":[160]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2762224430","counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":4},{"year":2017,"cited_by_count":1}],"updated_date":"2025-01-06T10:08:54.707703","created_date":"2017-10-20"}