The development of technology, people have a huge demand for smart homes. In recent years, a variety of smart home designs cannot be satisfied with satisfy people. The new technology used in construction, which was called smart homes. Smart home offers many architectural features which are more suitable for human life situations, such as the smart of life, family care, home security, and green building. Conventional smart home has focused on developing embedded devices. But it cannot meet the needs of today's human-machine interface of smarter home. Therefore, in this paper we propose an intelligent management model based on CBR-SDA approach. The smart-life recommendation system is proposed in this paper, which it is an example for choosing clothes and accessories. Finally, the smart home features by using the intelligent management model based on CBR-SDA approach in order to improve the users' experiences will be further various contributions.