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As the development and progress of the society, human beings are suffering from pressure while working, studying, and living. Many researches have been done on cognitive-behavior therapy to solve this problem. In this paper, we introduce our mental health self-help system which applies machine learning to cognitive-behavior therapy. According to the randomized controlled user study, our system is proven effective to reduce users' depressive disorders.