Design of personalized learning system based on web
Qu Yi · Jisuanji gongcheng yu sheji · 2006
To improve the shortcomings of web-based learning system,a new model of the personalized learning system is presented based on data mining,and how to use the decision tree and the BP-neural network to design the personalized navigation module detailedly are described.Applyed decision tree to analyze the information of the registrations,in order to implement the learning capability classify of students;applyed BP-neural network to analyze the learning information,in order to mining the status of students;Finally,the navigation by comparing the status of students and the goal of courses are showed.The system on this model has implemented the edu-cation conception of 'teach students in accordance of their aptitude'.