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