Design and Implementation of an E-Learning Model Based on WUM Techniques

摘要

E-learning online system which is well-known as its convenient, flexible mode and cheap investment is becoming a new way for people to receive education. How can build an intelligent and personalized learning platform for learners is required today. Web Usage Mining (WUM) by analyzing the potential rules hidden in web logs can help personalize the delivery of web content and improve web design, customer satisfaction and user navigation through pre-fetching and caching. WUM as one of the hottest techniques in Web Data Mining can provide an intelligent and individual platform for learners. This paper introduces how to use WUM techniques in e-learning . It designs and implements an e-learning model based on WUM techniques in detail. Implementing the model can build a more intelligent and individual learning system and promote the interests of learners.