| C4．5算法在高校学生心理教育方面的应用研究 |
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| 引用本文： | 高艳平,丁智.C4．5算法在高校学生心理教育方面的应用研究[J].江西科学,2011,29(6):811-814. |
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| 作者姓名： | 高艳平 丁智 |
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| 作者单位： | 扬州职业大学信息工程学院,江苏扬州,225000 |
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| 摘 要： | 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。
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| 关 键 词： | 数据挖掘 决策树 c4．5算法 心理健康教育 |
The Research of C4.5 Algorithm on Psychological Health of College Students |
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| GAO Yan-ping,DING Zhi.The Research of C4.5 Algorithm on Psychological Health of College Students[J].Jiangxi Science,2011,29(6):811-814. |
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| Authors: | GAO Yan-ping DING Zhi |
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| Institution: | (Department of Information Engineering, Yangzhou Polytechnic College,Jiangsu Yangzhou 225000 PRC) |
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| Abstract: | 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. |
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| Keywords: | Data Mining Decision tree C4 5 algorithm Psychology problems education |
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