—This paper presents a framework to address the combination of ubiquitous computing interests as an Intelligent Assisting Location-Aware Service and development of its hardware and software systems. In our real testbed, the system can dynamically localize the areas of interest and adapt to changes in the ubiquitous intelligence landscape.