数据挖掘在网络教学中的应用研究

Research on the Application of Data Mining in Online Education

随着当前网络技术的发展及推广,教学与信息化不断深度融合,网络教学为学生开展远程学习提供了良好的机遇,网络教学平台不断得到普及和发展,目前已经成为远程教育最主要的教学平台。数据挖掘可以在海量信息中提取一些有价值的信息,利用数据挖掘技术来完善网络教学平台功能,应用数据挖掘策略来改进网络教学平台设计,可以根据老师和学生自主需求,转化新的网络教学模式,从而向学生提供个性化网络教学平台。

With the development and promotion of network technology nowadays,the education is deeply integrated with informatization.Online education provides excellent opportunities for students to study by distance learning.As the online education platform continuously develops and becomes much more popular,it has been the most important teaching platform for distance learning at present.Data mining can extract some valuable information from massive information.The functions of online education platform can be perfected by data mining technology,and the design of online education platform can be improved using data mining strategies.Depending on the autonomic needs of teachers and students,online education mode can be transformed in order to offer students personalized online education platform.