Research on WEB Cache Prediction Recommend Mechanism Based on Usage Pattern
Jianhui Lin, Tianshu Huang -, Chao Yang · 2008
Cache prefetching technique can improve the hit ratio and expedite users visiting speed. After analyzed the recommend system in e-business, this paper studied the characteristics how user visit Web page and proposed a Web prefetching recommender system based on usage pattern. This system cluster user behavior through an improved ant colony algorithm, then usage pattern can be abstracted from these classes through sequence mining. These sequence patterns are applied to forecast the coming behavior of users thus improve the hit ratio of system. Experiment result proves the validity of the system.