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CUSAT B.TECH Degree Course – Scheme of Examinations & Syllabus 2006 IT Sem V
6
IT 506 KNOWLEDGE ENGINEERING
Module I
History and Applications of AI, Knowledge Representation, Propositional Calculus,
Predicate Calculus, Rule Based Knowledge Representation, Unification, Forward and
backward Chaining, Resolution, Symbolic reasoning under uncertainity, Non-monotonic
reasoning, Baye’ s Theorem, Knowledge representation issues.
Module II
Search: Heuristic Search, Admissibility, Monotonicity, Informedness, Heuristic
Classification, Intelligent Agents, State space search, Depth-first search, Breadth first
search, Pattern directed search, Production systems, Learning, Natural language
processing, Applications of search techniques in Game Playing and Planning.
Module III
LISP, S-expressions, List manipulation functions, Program Control in LISP, Iteration
Constructs, Input, Output and local variables, Matching of patterns, LISP as a problem
solving tool.
Module IV
Artificial Neural Networks: Artificial Neurons, Supervised Learning, Feed forward
Neural Networks, Back propagation Neural Network, Hopfield Network, Back
propagation training Algorithms.
Text Book:
1. N. P. Padhy, Artificial Intelligence and Intelligent Systems, Oxford Univ Press.
2. Nils J. Nilson, Artificial Intelligence – A New Synthesis, Elsevier
Reference:
3. Stuart Russell and Peter Norvig: Artificial Intelligence, A Modern Approch, Pearson
Education
4. E. Rich and K Knight, Artificial Intelligence, Tata Mc Graw hill.
5. Dan W Peterson, Introduction of Artificial Intelligence and Expert Systems, PHI
6. M Tim Jones,”A I Applications Programming” , Wiley Dreamtech India P Ltd.
6. John. F .Sowa, Knowledge Representation-Logical, Philosophical & Computational
Foundation, Vikas Thomson Learning Publishing, N Delhi
Type of questions for University Examination
Question 1 - 8 short answer questions of 5 marks each. 2 questions from one module
Question 2-5 – There will be two choices from each module .Answer one question from each module of
15 marks
For more details, visit http://cusat.ac.in/
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