Journal article
Automated activity-aware prompting for activity initiation
Gerontechnology, Vol.11(4), pp.534-544
01/01/2013
Handle:
https://hdl.handle.net/2376/106228
PMCID: PMC3783261
PMID: 24077428
Abstract
Performing daily activities without assistance is important to maintaining an independent functional lifestyle. As a result, automated activity prompting systems can potentially extend the period of time that adults can age in place. In this paper we introduce AP, an algorithm to automate activity prompting based on smart home technology. AP learns prompt rules based on the time when activities are typically performed as well as the relationship between activities that normally occur in a sequence. We evaluate the AP algorithm based on smart home datasets and demonstrate its ability to operate within a physical smart environment.
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Details
- Title
- Automated activity-aware prompting for activity initiation
- Creators
- Lawrence B Holder - Washington State University, Pullman, WA, USADiane J Cook - Washington State University, Pullman, WA, USA
- Publication Details
- Gerontechnology, Vol.11(4), pp.534-544
- Academic Unit
- Electrical Engineering and Computer Science, School of
- Grant note
- R01 EB015853 || EB / National Institute of Biomedical Imaging and Bioengineering : NIBIB R01 EB009675 || EB / National Institute of Biomedical Imaging and Bioengineering : NIBIB
- Identifiers
- 99900547093001842
- Language
- English
- Resource Type
- Journal article