DocumentCode :
3123024
Title :
A Context-aware Reminding System for Daily Activities of Dementia Patients
Author :
Si, Hua ; Kim, Seung Jin ; Kawanishi, Nao ; Morikawa, Hiroyuki
Author_Institution :
Univ. of Tokyo Kashiwanoha, Chiba
fYear :
2007
fDate :
22-29 June 2007
Firstpage :
50
Lastpage :
50
Abstract :
Older people with dementia often decline in short-term memory and forget what to do next to complete their activities of daily living (ADLs), such as tea-making and tooth- brushing. Therefore, they need caregivers to remind they what to do to complete these activities. However, the steady growth of aging population makes the (relatively) shortage of traditional care resources more and more serious. In this paper, we propose a prototype called CoReDA (context- aware reminding system for daily activities) to help elderly with dementia complete different ADLs instead of caregivers. By using the wireless sensor node - PAVENET, CoReDA can obtain elderly people´s information of tool usage in different ADLs. Based on this information, CoReDA uses TD (X) Q-Learning technique to provide elderly people their personalized guidance to complete ADLs.
Keywords :
biomedical communication; geriatrics; health care; learning (artificial intelligence); mobile computing; patient care; wireless sensor networks; CoReDA prototype; PAVENET wireless sensor node; Q-learning technique; context-aware daily activity reminding system; dementia patients; elderly people; personalized guidance; short-term memory; Aging; Cameras; Dementia; Feedback; Informatics; Light emitting diodes; Process planning; Prototypes; Senior citizens; Wireless sensor networks;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Distributed Computing Systems Workshops, 2007. ICDCSW '07. 27th International Conference on
Conference_Location :
Toronto, Ont.
ISSN :
1545-0678
Print_ISBN :
0-7695-2838-4
Electronic_ISBN :
1545-0678
Type :
conf
DOI :
10.1109/ICDCSW.2007.8
Filename :
4279050
Link To Document :
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