| 数据挖掘技术在教学中的应用研究 |
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| 引用本文： | 方芳,叶春明,曾广军. 数据挖掘技术在教学中的应用研究[J]. 数字社区&智能家居, 2010, 0(1) |
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| 作者姓名： | 方芳 叶春明 曾广军 |
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| 作者单位： | 安徽中医学院;电子工程学院;通信指挥学院; |
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| 摘 要： | 论文基于数据挖掘的理论背景,着重阐述了其中关联规则和决策树两种方法,并将其应用到教学工作中。通过研究分析,使用关联规则方法,能更好地进行教学情况预测和教学效果评估;决策树方法能在毕业论文、课程选择等方面进行分析指导。最后,指出数据挖掘方法在教学中应用的发展前景。
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| 关 键 词： | 数据挖掘 关联规则 决策树 教学 效果评估 |
The Application Research of Data Mining in Teaching |
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| FANG Fang,YE Chun-ming,ZENG Guang-jun. The Application Research of Data Mining in Teaching[J]. Digital Community & Smart Home, 2010, 0(1) |
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| Authors: | FANG Fang YE Chun-ming ZENG Guang-jun |
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| Affiliation: | 1.Anhui University of Traditional Chinese Medicine;Hefei 230037;China;2.Electronic Engineering Institute;3.Communication and Command College;Wuhan 230037;China |
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| Abstract: | This paper based on the theory of Data Mining, elaborates the two methods:association rule and decision tree, which applied to teaching practice.Research indicates that using association rule could do teaching situation prediction and teaching effect evaluation better.And Decision tree can give analysis and guidance in the aspect of thesis and course selection.Finally, this paper indicates Data Mining applied to teaching would be of vase prospects. |
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| Keywords: | data mining association rule decision tree teaching effect evaluation |
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