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Automated activity-aware prompting for activity initiation

L.B. Holder, D.J. Cook

Gerontechnology 2013; 11(4):534-544 doi: http://dx.doi.org/10.4017/gt.2013.11.4.005.00

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.
Keywords: activity prompting; pervasive computing; activity recognition; smart home

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Gerontechnology (ISSN/EISSN 1569-1101 1569-111X) is the official journal of the International Society for Gerontechnology