Web Based Learning Support Systems

3 credits

This course will provide a comprehensive coverage of various topics in Web mining, including Web usage mining, Web content mining, Web structure mining, Web data management, and Web personalization. The primary focus of this course is on Web usage mining and its applications to e-learning and web intelligence. Specifically, this course will consider techniques from machine learning, data mining, statistics, information retrieval, and databases to extract useful knowledge from Web data which could be used for e-learning, personalization, and user profiling.