| 黄勇,李玉华.面向知识发现的数据分类技术在网络教学中的应用研究[J].南华大学学报(自然科学版),2006,20(2):32~35.[.Applying Data Classification Technology of Knowledge Discovery in Network Teaching[J].Journal of University of South China(Science and Technology),2006,20(2):32~35.] |
| 面向知识发现的数据分类技术在网络教学中的应用研究 |
| Applying Data Classification Technology of Knowledge Discovery in Network Teaching |
| 修订日期：2006-04-11 |
| DOI： |
| 中文关键词: 网络个性化教学 数据挖掘 分类算法 决策树 |
| 英文关键词:individual teaching,data mining,classification algorithms,decision tree |
| 基金项目: |
| 黄勇 李玉华 |
| [1]华中科技大学计算机科学与技术学院,湖北武汉430074 [2]湖南交通工程职业技术学院社会科学系,湖南衡阳421001 |
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| 中文摘要: |
| 提出将数据挖掘技术应用于网络教学平台的设计,采用决策树分类方法从学习者的大量信息中分析学习者的学习能力,构建学习者特征模型,提高网络教学对不同学习者个体的针对性,为实施个性化教学提供决策支持. |
| 英文摘要: |
| In order to improve the effect of network teaching for different learners,this paper puts forward that the data mining technology should be applied to network teaching,where the method of decision tree classification is adopted to analyze the learners' learning ability from their information,and to construct the learners' characteristic model,so as to provide support to carry out individual-oriented teaching. |
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