This paper presents the data mining algorithm of decision tree and the method of improvement, and taking CRM as an example, analyses the procedure of building the decision tree and the handling measures. And also the consideration of applying decision tree mining to CRM and the method of selecting the decision tree to construct the evaluation index are described. The experimental result shows that the decision tree method is feasible and efficient, providing a new analysis means for businessman.