| 基于关联规则的聚类挖掘在远程教育中的应用 |
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| 引用本文： | 王新颖,WANG Xiang-li,张文华.基于关联规则的聚类挖掘在远程教育中的应用[J].现代远距离教育,2008(4):12-14. |
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| 作者姓名： | 王新颖 WANG Xiang-li 张文华 |
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| 作者单位： | 襄樊学院 湖北 襄樊 441053 |
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| 基金项目： | 湖北省教育厅科学研究项目
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院级项目 |
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| 摘 要： | 阐述了在远程教育的研究和应用中，利用基于关联规则的多层次、超图分割聚类方法，对Web网页和用户进行有效聚类。该方法借助网站层次图，可以根据实际需要，在各个层次上进行聚类分析，仅将高度相关的网页和用户聚在同一类，而将关联性较小的网页排除在聚类外。
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| 关 键 词： | 聚类挖掘 远程教育 关联规则 |
Application of Clustering Mining Based on Association Rules in Distance Education |
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| WANG Xin-ying,WANG Xiang-li,ZHANG Wen-hua.Application of Clustering Mining Based on Association Rules in Distance Education[J].Modern Distance Education,2008(4):12-14. |
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| Authors: | WANG Xin-ying WANG Xiang-li ZHANG Wen-hua |
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| Institution: | WANG Xin - ying , WANG Xiang - li, ZHANG Wen - hua (1. Xiangfan University, Xiangfan, Hubei, 441053, China; 2. Pingdingshan Industrial School, Pingdingshan, Henan, 467001, China) |
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| Abstract: | This paper describes in the research and application of distance education, uses a clustering method of Web pages and users based on association rules and hypergraph partitioning. Clustering can be done on multi - levels according to the specific needs with the help of the hierarchy diagrams of Web sites. The Web pages and users that are highly related and clustered together, excluding those that are not closely related. |
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| Keywords: | clustering mining distance education association rules |
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