© 2002 Franz J. Kurfess Introduction 1 CPE/CSC 481: Knowledge-Based Systems Dr. Franz J. Kurfess Computer Science Department Cal Poly
© 2002 Franz J. Kurfess Introduction 2 Course Overview u Introduction u Knowledge Representation u Semantic Nets, Frames, Logic u Reasoning and Inference u Predicate Logic, Inference Methods, Resolution u Reasoning with Uncertainty u Probability, Bayesian Decision Making u Expert System Design u ES Life Cycle u CLIPS Overview u Concepts, Notation, Usage u Pattern Matching u Variables, Functions, Expressions, Constraints u Expert System Implementation u Salience, Rete Algorithm u Expert System Examples u Conclusions and Outlook
© 2002 Franz J. Kurfess Introduction 3 Overview Chapter-Topic u Motivation u Objectives u Chapter Introduction u Review of relevant concepts u Overview new topics u Terminology u Topic 1 u Subtopic 1.1 u Subtopic 1.2 u Topic 2 u Subtopic 2.1 u Subtopic 2.2 u Topic 3 u Subtopic 3.1 u Subtopic 3.2 u Important Concepts and Terms u Chapter Summary
© 2002 Franz J. Kurfess Introduction 4 Logistics u Introductions u Course Materials u textbook u handouts u Web page u CourseInfo/Blackboard System and Alternatives u Term Project u Lab and Homework Assignments u Exams u Grading
© 2002 Franz J. Kurfess Introduction 5 Bridge-In
© 2002 Franz J. Kurfess Introduction 6 Pre-Test
© 2002 Franz J. Kurfess Introduction 7 Motivation
© 2002 Franz J. Kurfess Introduction 8 Objectives
© 2002 Franz J. Kurfess Introduction 9 Evaluation Criteria
© 2002 Franz J. Kurfess Introduction 10 [Dieng et al. 1999] Reference [Dieng et al. 1999] [Dieng et al. 1999] [Dieng et al. 1999]
© 2002 Franz J. Kurfess Introduction 11 Reference [Sommerville 01] [Sommerville 01] [Sommerville 01]
© 2002 Franz J. Kurfess Introduction 12 Post-Test
© 2002 Franz J. Kurfess Introduction 13 Evaluation u Criteria
© 2002 Franz J. Kurfess Introduction 14 References [Gil 2000] Yolanda Gil, Knowledge Mobility. Dagstuhl Workshop “Semantics for the Web”, March [NEEDS] National Engineering Digital Library, [Russell & Norvig 1995] Stuart Russell and Peter Norvig, Artificial Intelligence - A Modern Approach. Prentice Hall, 1995.
© 2002 Franz J. Kurfess Introduction 15 Important Concepts and Terms natural language processing neural network predicate logic propositional logic rational agent rationality Turing test agent automated reasoning belief network cognitive science computer science hidden Markov model intelligence knowledge representation linguistics Lisp logic machine learning microworlds
© 2002 Franz J. Kurfess Introduction 16 Summary Chapter-Topic
© 2002 Franz J. Kurfess Introduction 17