ABSTRACT

In this chapter, we present experimental results for WWW surfing prediction using five prediction models, namely, Markov model (LRS model), SVM, the association rule model (ARM), ANN, and a hybrid method (HMDR) based on Dempster’s rule for evidence combination. Here, we first define the prediction measurements that we use in our results. Second, we present the dataset that we use in this research. Third, we present the experimental setup. Finally, we present our results.