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Computer Sotware and Inormation Technology Engineering CSE IT

Artificial Intelligence - CS6659

INTRODUCTION TO Al AND PRODUCTION SYSTEMS


-> What is Artificial intelligence(AI)?
-> Production System

REPRESENTATION OF KNOWLEDGE


-> Game playing
-> Iterative Deepening
-> Knowledge Representation
-> Predicate Calculus
-> Predicate Logic
-> AI Resolution: Definition and Principle
-> Structured Represntation of Knowledge

KNOWLEDGE INFERENCE


-> Knowledge Representation
-> Framework of Knowledge Representation (Poole 1998)
-> Knowledge Representation Schemes
-> Issues in Knowledge Representation
-> KR Using Predicate Logic
-> KR Using Rules

PLANNING AND MACHINE LEARNING


-> Planning and Machine Learning
-> Symbolic Reasoning
-> Statistical Reasoning
-> Probability and Bayes’ Theorem
-> Certainty Factors in Rule-Based Systems
-> Bayesian Networks and Certainty Factors
-> Dempster - Shafer Theory (DST)
-> Fuzzy Logic

EXPERT SYSTEMS


-> Expert System
-> Expert System Characteristics
-> Expert System Features
-> Knowledge Acquisition
-> Knowledge Base (Representing and Using Domain Knowledge)
-> Inference Engine
-> Expert System Shells
-> Explanation - Expert System
-> Application of Expert Systems

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