Tuesday, July 10, 2012

IT9030-KNOWLEDGE ENGINEERING-ANNA UNIVERSITY SYLLABUS IT


IT9030-KNOWLEDGE ENGINEERING-ANNA UNIVERSITY SYLLABUS IT


IT9030                                  KNOWLEDGE ENGINEERING                                L T P C
3  0  0 3
UNIT I              INTRODUCTION                                                                                       9
Knowledge Representation and Reasoning First order Logic Syntax, Semantics Pragmatic  Expressing   Knowledg  Level of  Representatio  Knowledge Acquisition  and  Sharing   Sharing  Ontologies   Language  Ontologies  Language Patterns Tools for Knowledge Acquisition

UNIT II          RESOLUTION AND REASONING                                                             9
Proportional Case Handling Variables and Qualifies Dealing with Intractability Reasoning with Horn Clauses - Procedural Control of Reasoning Rules in Production
Description Logic -  Issues in Engineering -Vivid Knowledge Beyond Vivid.
                                                                                                     
UNIT III           REPRESENTATION                                                                                  9
Object  Oriented  Representations   Frame  Formalism   Structured  Descriptions  Meaning and Entailment -  Taxonomies and Classification Inheritance Networks Strategies for Defeasible Inheritance Formal Account of Inheritance Networks.

UNIT IV           DEFAULTS, UNCERTAINTY AND EXPRESSIVENESS                        9
Defaults Introduction Closed World Reasoning Circumscription Default Logic Limitations  of  Logic   Fuzzy  Logic   Nonmontonic  Logic   Theories  and World  Semiotics Auto epistemic Logic - Vagueness Uncertainty and Degrees of Belief Noncategorical Reasoning Objective and Subjective Probability.

UNIT V            ACTIONS AND PLANNING                                                                      9
Explanation and Diagnosis Purpose Syntax, Semantics of Context First Order Reasoning   Modal  Reasoning  in  Context   Encapsulating  Objects  in  Context  Agents   Actions   Situational  Calculus   Frame  Problem   Complex  Actions  Planning Strips Planning as Reasoning Hierarchical and Conditional Planning.




TEXT BOOKS:


TOTAL:45 PERIODS


1.   Ronald Brachman, Hector Levesque Knowledge  Representation  and Reasoning
, The Morgan Kaufmann Series in Artificial Intelligence 2004
2.  John   F Sowa,   “   Knowledge   Representation:    Logical,   Philosophical and
Computational Foundations, 2000

REFERENCE:

1.      Arthur      B.     Markman,      Knowledge      Representation,      Lawrence      Erlbaum
Associates, 1998


CLICK HERE FOR ALL SUBJECTS

7/10/2012 01:28:00 PM

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