The analysis of tourist flows behavior can help to achieve the reasonable allocation of social resources for tourist area and respond effectively to the tourist destination traffic pressure, maintain social public security, etc. The traditional manual analysis methods, such as questionnaire survey, have the characters of the high cost and low efficiency. With the development and popularity of smart phones in the daily life, on the one hand, it brings convenience for people. On the other hand, the user mobile trajectory data provides the effective analysis of tourist flows behavior. This paper ...