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关联规则挖掘在高校教育管理中的应用
Application of Association Rules Mining to Educational Management of Universities
【摘要】 为有效利用高校教育管理工作多年来积累的大量数据,本文采用数据挖掘技术进行教育信息的关联规则挖掘,设计并实现了一个专门的教育管理数据挖掘系统EMARMiner。实验结果得到了有益于高等学校教育管理决策的挖掘结果。
【Abstract】 To utilize the abundant data accumulated long by universities about educational management effectively, data mining technologies are applied to mine association rules from these data, and a special data mining system called EMARMiner using for educational management, is designed and realized. The obtained experiment results are verified to be helpful to decision-making of universities.
【关键词】 高等教育;
数据挖掘;
关联规则;
Apriori算法;
【Key words】 higher education; data mining; association rules; Apriori algorithm;
【Key words】 higher education; data mining; association rules; Apriori algorithm;
- 【文献出处】 电脑知识与技术 ,Computer Knowledge and Technology , 编辑部邮箱 ,2008年04期
- 【分类号】TP311.13
- 【被引频次】3
- 【下载频次】157