基于协同过滤的个性化推荐算法研究与实践

Research on and Practice the Collaborative Filtering Algorithms for Personalized Recommendation

本设计是在研究协同过滤算法的基础上设计实现一个网上书店系统。该系统实现基于用户的协同过滤算法和基于项目评分预测的协同过滤算法,并且能够为用户展示个性化推荐的结果。

The project is designing and implementing an on-line bookshop based on the collaborative filtering algorithms. In the system, we implement the user-based collaborative filtering recommendation algorithm and the collaborative filtering recommendation algorithm based on item rating prediction. And the system can show users the personalized recommendations.