C4.5算法在高校学生心理教育方面的应用研究

The Research of C4.5 Algorithm on Psychological Health of College Students

研究了数据挖掘技术的概念、过程、方法和技术等内容,详细地介绍了决策树技术在学生心理问题数据挖掘中的全过程,采用C4.5算法生成了学生心理问题的决策树模型,并由此产生了分类规则,为高校心理咨询工作提供了一些有用的参考依据。实验结果表明,该方法对高校构建预防型大学生心理健康教育模式具有一定的实用价值。

The author first researched the concept, process, method and technology of data mining, introduced the concrete steps of using decision tree of data mining in the psychological problems of students in detail,using C4.5 algorithm to generate a decision tree model of psychological problems of students and its classification rules for the college counseling provided a useful reference. Experimental results show that the method in colleges and universities to build preventive mental health education model has some practical value.