数据挖掘技术在远程教育中的应用

Application of Data Mining Technology in Distance Education

通过数据挖掘技术可以有效地对远程教育中大量的信息资源进行整合统计分析，从而更好地促进远程教育的发展。该文以《现代英语语法》课程为例，运用路径分析、兴趣关联规则分析、聚类分析、序列模式分析等数据挖掘技术，处理学生在线学习该课程的大量数据，以可视化的方式把挖掘结果反馈给学习者和教学管理者，从而实现双赢的结果。

The data mining technology can effectively does some statistical analysis for distance education in a great deal of information resources. It better promotes the development of distance education. Take A Modern English Grammar for example, data mining algorithm can process students' online learning information. Students and managers can understand and accept the mining results by the visualization. This way will bring us win-win results.