This research examines the design and effective development of adaptive and se- mantic Web-based educational systems, integrating artificial intelligence techniques and semantic Web-based technologies in order to provide a new generation of vir- tual learning environments. In this sense, results obtained from three case studies (within Math and Medicine domains) are provided to evaluate the feasibility of the work.