CS U1760: Additional Reading List

Information Agents
- Information Retrieval: Indexing and Automatic Indexing (notes adapted from lecture notes by Prof. H. H. Chen)
- An Architecture for Information Agents by D. P. McKay et al
- Agents for Information Gathering by Craig A. Knoblock and Jose Luis Ambite (in Software Agents, J. Bradshaw ed., AAAI/MIT Press, Menlo Park, CA, 1997)
Web Assistants
- An Adaptive Agent for Automated Web Browsing by Balabanovic, Shoham and Yun
- Letizia: An Agent That Assists Web Browsing by Henry Lieberman (MIT Media Lab)
- WebWatcher: A Learning Apprentice for the World Wide Web by Armstrong, Frietag, Joachims, and Mitchell
User Profiling
- Learning from hotlists and coldlists: Towards a WWW information filtering and seeking agent by M. Pazzani, N. Nguyen & S. Mantik
- Learning and Revising User Profiles: The identification of interesting web sites
- Experience with a Learning Personal Assistant by T. Mitchell et al (CACM, Vol 37(7) July 1994)
- Bayesian Networks without Tears by Eugene Charniak (AI Magazine, Winter 1991).
Data Mining