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Nowadays, network and multimedia are the trend of the development of the modern education technology. With the rapid development of the network technique and the prevalence of the Internet, e-learning has become the major trend of the development of international education since 1980's, and the important access for the internationalization and the information of education. To meet the personalized needs of learners in e-learning, a new intelligent algorithm is proposed in the paper by using personality, association rules mining and collaborative filtering technologies. The intelligent algorithm is composed of two phases: association rules algorithm and collaborative filtering.