This paper presents an intelligent healthcare service to support active ageing by assisting seniors to participate in regular monitoring of elderlys health condition. The proposed system is applicable to use in home environment and offers a self-service approach to monitor elderlys health condition. According to the evaluation, the proposed system shows its necessity, competence and usefulness.