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The widespread popularity of smart phones with built-in sensor technology makes our life more convenient. In this paper, a new method based on smart phone is proposed to recognize the behavior of users. Firstly, the intelligent mobile phone is used to realize the behavior data collection, then the High Pass Filtering Algorithm and the Mean Filter Algorithm are combined to pre-process of the collected...