Looking for similarities in movement between and within homes using cluster analysis

In this article we examine data from eight purpose-built aware homes over a six-month period, looking at presence in rooms to try to determine patterns among the older residents. We look for homes that have similar movement patterns using cluster analysis. We also examine how movement over days clusters within individual homes. Our analysis shows that different homes have distinct movement patterns but within individual homes residents have strong movement routines.