I. Introduction
With rapid advances in sensing and wireless communication technologies, the design and development of novel pervasive healthcare services have attracted tremendous interests both in academia and industry. Through sensing devices, e.g., heart-beat and movement sensors, various health and activity data about the users can easily be captured in a continuous manner. By analyzing these health and activity data, novel pervasive and smart healthcare services can be provided to them [10], [11], [7], [12], [2]. In this paper, we study how to provide effective monitoring and tracking services on the daily activities of the patients with Alzheimer's disease (AD) [9], [1].