基于协同过滤算法的智能教学系统研究

Development of Intelligent Tutoring System Based on Collaborative Filtering Algorithm

根据传统教育因材施教的教学思想,设计了基于协同过滤算法的智能教学推荐系统,该系统实现了"一对一"的教学模式,每个学生登陆教学系统后看到的都是针对自身学习情况量身订做的页面.测试结果表明,该智能推荐系统对学生学习成绩的提高具有一定的辅助作用.

According to the traditional method of individualized teaching, the intelligent recommendation system, which is designed based on collaborative filtering, make the ＂one to one ＂ teaching mode possible. Every student can see the tailor-made page after logging in the teaching system. The resuh of the test indicates that this intelligent recom- mendation system is helpful to improve the students＇ achievement.