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Syllabus

Assignments

Resources (this page)

CS B552 Knowledge-Based Computation

Resources

Papers/Web Sites/Videos of Interest

OpenCyc

Computers versus Common Sense, Doug Lenat Google Tech Talk

Invention and Exploration in Discovery, Ken Haase, 1990 PhD thesis.

Why AM and Eurisko Appear to Work, by Douglas Lenat and John Seely-Brown, AAAI 1983.

Introduction to rule-based systems by James Freeman-Hargis

Slides (only available from IU IP addresses – use a VPN connection to access from off campus)

Evaluating AI systems

CBR

CBR applications (note: Formtool details are not included; details on CBR color matching will not be on exam)

Cyc

Frames

McELI and McSAM

Knowledge representation

AM

Knowledge-based systems

Bagger

Thresholds of knowledge

Introduction

Python

For a refresher, the Google quick python course is highly recommended.  It has links to many useful resources.   You may also wish to consult the Codeacadamy python course.

Scheme

CIP/CBR Microprograms (McELI, McSAM, McChef, McSWALE)

Reserves at Chemistry Library

On 2-hour reserve:

    Riesbeck, C. and Schank, R. Inside Case-Based Reasoning. Erlbaum, 1989. Q336 .R54 1989.

       Schank, R.C., and Riesbeck, C. Inside Computer Understanding, Erlbaum, 1981. Q336 .I55 1981.

AAAI and AI Topics

If you're interested in going deeper into AI/Cog Sci, you should consider joining societies such as the Association for the Advancement of Artificial Intelligence. AAAI membership includes AI Magazine.  AAAI’s AI Topics site his information on many AI areas.