The paper proposed an intelligent Personalized E-Learning System as a way to make the E-learning more personalized. Portal technology serves an essential role to the development of the personalized learning, and offers convenient tools for users. Although most E-learning system offer complete learning information, they simply offer functions of view and search and do not provide a personalized learning environment. This study aims to develop a Personalized E-Learning System Based on Portal Technology that unlike the traditional E-learning system use a number of intelligent methods, including information extraction, information retrieval, and some heuristic algorithm and provide more meaningful and personalized information to users.