基于人工智能的个性化网络学习平台设计研究

信息化时代,各高校通过引用网络学习平台来进行教育教学改革,但大部分网络学习平台的设计存在很多不足,尤其缺少对学习行为的智能分析,缺乏个性化学习服务以支持其自主发展,为了破解网络教育在个性培养方面不足的难题,研究如何利用以学习者为中心导向的大数据挖掘技术,构建一种智能化的个性化网络学习系统,用来满足对学习者有针对性的教育需求。

In the information age,colleges and universities carry out education and teaching reform by quoting the webbased learning platform.However,there are many deficiencies in the design of most e-learning platforms,especially in terms of intelligent analysis of learning behavior and the personalized learning services to support their independent development.In order to solve the problem of personality cultivation in web-based education,this paper studies how to use the learnercentered big data mining technology in an attempt to build an intelligent personalized e-learning system,so as to meet the targeted educational needs of learners.