Management of Ideological and Political Education in Colleges and Universities Based on Decision Tree Classification Algorithm

The management of ideological and political education (IPE) of college students is the core of the whole management of colleges and universities (C&U). Doing well in the management of IPE of college students will improve the quality of IPE of students and promote the management of college education. On the basis of summarizing the research status of the modernization of IPE management in C&U, this paper uses the meaning of the modernization of education management for reference, probes into the scientific connotation and characteristics of the modernization of IPE management in C&U, and expounds the contents of the modernization of IPE management in C&U from three aspects. In this paper, decision tree algorithm is used to classify the management data. In view of the existing problems and new challenges in the process of modernization of IPE management in C&U, this paper puts forward the corresponding implementation steps on how to realize the modernization of IPE management in C&U. The experimental study shows that the effectiveness of IPE in C&U can be improved by establishing the concept of modern management, building a modern management team and comprehensively using diversified management methods.