| 数据挖掘在高校学生学习成绩分析中的应用 |
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| 引用本文： | 丁智斌,袁方,董贺伟.数据挖掘在高校学生学习成绩分析中的应用[J].计算机工程与设计,2006,27(4):590-592. |
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| 作者姓名： | 丁智斌 袁方 董贺伟 |
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| 作者单位： | 1. 河北大学,数学与计算机科学学院,河北,保定,071002;邯郸学院,计算机系,河北,邯郸,056005
2. 河北大学,数学与计算机科学学院,河北,保定,071002 |
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| 摘 要： | 随着高校的扩招，学生的数量越来越大，传统的对学生成绩的统计分析方法已不适应深入分析的需要。针对学生情况数据库应用数据挖掘中的ID3算法进行了情况分类，并对得到的结果进行了分析，得出了影响学生成绩的内部原因以及其它一些结论。
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| 关 键 词： | 数据挖掘 学习成绩分析 决策树 ID3算法 |
| 文章编号： | 1000-7024（2006）04-0590-03 |
| 收稿时间： | 2004-11-15 |
| 修稿时间： | 2004-11-15 |
Application of data mining to analysis of university students' grades |
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| DING Zhi-bin,YUAN Fang,DONG He-wei.Application of data mining to analysis of university students'''' grades[J].Computer Engineering and Design,2006,27(4):590-592. |
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| Authors: | DING Zhi-bin YUAN Fang DONG He-wei |
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| Affiliation: | 1. College of Mathematics and Computer Science, Hebei University, Baoding 071002, China; 2. Department of Computer, Handan College, Handan 056005, China |
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| Abstract: | As the result of the enrollment scale of universities expanding,the number of students in universities increased gradually during these years,which lead the conventionally used statistical analysis methods on students' scores not to match the need of in-depth analysis.To solve this problem,a students' information database was analyzed and the ID3 algorithms in data mining were used to classify the information,and then the inner-causes influencing students' scores were concluded. |
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| Keywords: | data mining analysis of students'grades decision tree ID3 algorithm |
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