7EC6.2-ARTIFICIAL INTELLIGENCE & EXPERT SYSTEMS |
Units: I-INTRODUCTION TO AI KNOWLEDGE |
Importance of AI, Knowledge Base System Knowledge
organization & manipulation, Conceptual Introduction to LISP and other AI programming Languages.
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Units: II-KNOWLEDGE REPRESENTATION |
Syntax Semantics, Inference Rules, Non-deductive
Inference methods, and representations using rules, forward chaining and backward chaining. Fuzzy
Logic & Natural languages computations. Probabilistic Reasoning. Object Oriented Representations. |
Units: III-KNOWLEDGE ORGANIZATION & MANIPULATION |
Search & control strategies, matching
techniques, knowledge organization & management, Genetic Algorithms based search techniques.
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Units: IV-KNOWLEDGE SYSTEMS ARCHITECTURE |
Rule based, non-production, uncertainty
knowledge system building tools.
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Units: V-KNOWLEDGE ACQUISITION |
General concepts, learning by induction.
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