Personalized Web Based English Learning System Using Artificial Neural Networks
Traditional educational systems are usually presented in a course based and static way, without taking into account the learners interests and learning progress. Language learning by that means could be accompanied by boredom and lack of real experiences, which is a great barrier to improving language skills. This paper presents an English learning system that is based on web browsing. Users browse English websites of their own interests and the system grabs the proper words for the user to learn. A personalized forgetting curve is stored in the system and adapted to the user using a back-propagation artificial neural network. The system selects the learning contents according to the personalized forgetting curve. The learning data is sent to the server through Web Service, to get assistance from a tutor or share the vocabulary list with other users.
e-learning English learning intelligent system artificial neural networks
Shiqiang Wang Yuhang He Zheng Liu Huimin Wu
School of Information Science and Engineering Northeastern University Shenyang, P.R.China
国际会议
第四届国际计算机新科技与教育学术会议(2009 4th International Conference on Computer Science & Education)
南京
英文
1263-1268
2009-07-25（万方平台首次上网日期，不代表论文的发表时间）