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Previous Year Question Paper

AD/AL/AI-304 (GS) – Artificial Intelligence

June 2025AIMLSEMESTER-3
June 2025
Max Marks: 70
Duration: 3 Hours
Instructions:

Attempt any five questions.

All questions carry equal marks.

Q.1
a)Unit 1

What is production system? Explain it with an example. Discuss the characteristics of a production system.

b)Unit 1

Give an example of a problem for which breadth first search would work better than depth first search.

Q.2
a)Unit 2

Discuss various approaches and issues in knowledge representation. Also discuss various problems in representing knowledge.

b)Unit 2

Consider the given statements and use predicate logic to express them formally (Marcus and Caesar problem).

Q.3
a)Unit 3

Design a simple knowledge base using semantic networks for a weather prediction system.

b)Unit 3

Define Baye's theorem. What are the applications of Bayes theorem?

Q.4
a)Unit 4

What is the Block World problem in AI planning? Explain with an example.

b)Unit 4

Develop a simple AI-based chatbot using rule-based NLP.

Q.5
a)Unit 5

Describe the architecture and working of an expert system.

b)Unit 5

Design a rule-based expert system for diagnosing diseases.

Q.6
a)Unit 1

What is the motivation and need of AI in modern technology?

b)Unit 1

How a problem is formally defined? List down the components of it?

Q.7
a)Unit 3

Show how forward and backward reasoning are used in expert systems.

b)Unit 4

Describe the Alpha-Beta pruning technique and its advantage.

Q.8
Unit 4/3/1/4

Write short notes on (any two): a) Minimax algorithm b) Frames and Scripts c) Heuristic search algorithm d) Components of NLP