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Today, the device that used repeatedly is smart phone during your daily life continued. In addition, the smart phones can be equipped with various sensors. These features are take advantage of the smart phone. So we propose the more efficient and proactive service model than now. This model is gathering the various information of user with smart phone. Then, the information collected is made to the scenario depending on time, location, action based on the Fusion process. This paper is proposed a service recommendation model based on user scenario using Fusion context-aware. This model is the making user-scenario based on context-aware. The scenarios can help predict a user's situation and provide the services in advance. Also, content categories as well as the content type are determined depending on the scenario. The scenario is a method for providing the best services as well as simply judgment for user's situation. Using this method the proposing new service model with context-aware is the goal of this paper.