BSc IT Sem 5 Artificial Intelligence Question Paper PDF 2026 - Mumbai University | munotes

Questions asked in this paper

1. Q1 Attempt of the following: 12 marks
   • a. What is expert system? Explain the architecture of expert system in detail
   • b. What is blackboard system? Explain the architecture of blackboard system in detail
   • c. Truth Maintenance System in detail
   • d. application areas of expert system in detail
2. Q2 Attempt of the following: 12 marks
   • a. What is Bayes’ Theorem? Explain it with example
   • b. Explain the concept of cumulative probability. Explain OR-combination with the help
   • c. Given U = {1,2,3,4,5,6,7,8,9}, A= {(2,0.6), (3,1), (6,0.5), (8,0.2)} and B= {(3,0.6), (7,0.2), (8,0.4)}, determine complement of A, intersection of A and B
   • d. is membership function of fuzzy set? Explain different types of membership functions of fuzzy sets with diagram and mathematical function
3. Q3 Attempt of the following: 12 marks
   • a. Discuss various basic learning methods in detail
   • b. is clustering? Explain different types of clustering methods in detail
   • c. Explain Single-layer and multi-layer feed-forward network
   • d. Explain design issues of Artificial Neural Networks
4. Q4 Attempt of the following: 12 marks
   • a. Explain the pseudo code for Basic Genetic Algorithm
   • b. Explain the concept of Swarm Intelligence. Explain the following Swarm Intelligence algorithms in detail
   • c. Intelligent Agent? Differentiate between Single-Agent and Multi-Agent system
   • d. Explain working cycle of intelligent agent
5. Q5 Attempt of the following: 12 marks
   • a. | What is Conceptual Dependency theory? Explain various conceptual primitive actions with the help of the examples
   • b. Conceptual Dependency (CD) representations for the following sentences
   • i. John took the book
   • ii. John took the book from Mary lii. John ate the ice-cream with a spoon
   • c. | What is parsing in Natural Language Processing? Explain top-down and bottom-up parsing in detail with examples
   • d. — Explain link parser and chart parser in detail

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