Leen-Kiat Soh's CSCE496H/896 AI & APPs Page

CSCE496H/896 AI & Applications Fall 2008

Handouts

Handout 1: Resolution in Propositional Logic (September 30, 2008)

Handout 2: Resolution in Propositional Logic (October 02, 2008)

Reading 1: What is Web 2.0? (October 01, 2008) by O'Reilly

Reading 2: The Peta Age (October 01, 2008) A collection of articles on the impact of large data.

Handout 3: Knowledge Representation Problems and Axioms (October 09, 2008)

Handout 4: Planning and Acting in the Real World (October 16, 2008)

Reading 3: Rich, E., and K. Knight (1991). "Learning", Artificial Intelligence, Chapter 17, pp. 447-485, McGraw-Hill, Second Edition. (October 23, 2008)

Handout 5: An Overview of Learning (October 23, 2008)

Reading 4: The Convergence of Social and Technological Networks, by Jon Kleinberg, in Communications of the ACM, volume 51, no. 11, pp. 66-72 (November 4, 2008)

Reading 5: Rich, E., and K. Knight (1991). "Certainty Factors and Rule-Based Systems", Artificial Intelligence, Chapter 8, Section 2, pp. 233-239, McGraw-Hill, Second Edition. (November 4, 2008)

Handout 6: An Overview of Expert Systems (November 03, 2008)

Reading 6: Lecture Notes for Chapter 1, Introduction to Data Mining by Tan, Steinbach, Kumar (November 10, 2008)

Reading 7: Lecture Notes for Chapter 2, Introduction to Data Mining by Tan, Steinbach, Kumar (November 10, 2008)

Reading 8: Chapter 1, Introduction, in M. Wooldridge (2002). An Introduction to Multiagent Systems, John Wiley & Sons (November 18, 2008)

Handout 7: Neural Networks and Connectionist Systems (November 20, 2008)

Reading 9: Rich, E., and K. Knight (1991). "Algorithm: Backpropagation", Artificial Intelligence, Chapter 18, Section 2.2, pp. 504-506, McGraw-Hill, Second Edition. (November 20, 2008)

Reading 10: Bots Get Smart , by J. Schaeffer, V. Bulitko, and M. Buro (2009). IEEE Spectrum, vol. 45, no. 12, pp.48-56. (December 4, 2008)

Reading 11: "Got Data? A Guide to Data Preservation in the Information Age", by Francine Berman, Communications of the ACM, vol. 51, no .12, pp. 50-56. (December 9, 2008)