文献类型：会议论文

英文题名：Design and Implementation of an E-learning Model Based on WUM Techniques

作者：Sun, Xue[1];Zhao, Wei[2]

第一作者：孙雪

通讯作者：Sun, X[1]

机构：[1]Beijing Union Univ, Sch Automat, Beijing, Peoples R China;[2]Beijing Univ Aeronaut & Astronaut, Coll Software, Beijing, Peoples R China

第一机构：北京联合大学城市轨道交通与物流学院

通讯机构：[1]corresponding author), Beijing Union Univ, Sch Automat, Beijing, Peoples R China.|[1141751]北京联合大学城市轨道交通与物流学院;[11417]北京联合大学;

会议论文集：International Conference on E-Learning, E-Business, Enterprise Information Systems and E-Government

会议日期：DEC 05-06, 2009

会议地点：Hong Kong, PEOPLES R CHINA

语种：英文

外文关键词：E-learning; WUM; learners

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 At 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.