JNTU
JNTU B.Tech III ARTIFICIAL INTELLIGENCE Previous Question Paper (February - 2023 - R16)
Note: i) Question paper consists of Part A, Part B.
ii) Part A is compulsory, which carries 25 marks. In Part A, Answer all questions.
iii) In Part B, Answer any one question from each unit. Each question carries 10 marks and may have a, b as sub questions.
Part A
Name the elements of an agent.
Answer
The elements of an agent are sensors, which perceive the environment, and actuators, which perform actions on the environment.
Define Artificial Intelligence (AI).
Answer
Artificial Intelligence is the branch of computer science dedicated to creating systems capable of performing tasks that typically require human intelligence, such as reasoning, learning, problem-solving, perception, and language understanding.
What do you mean by semantic network?
Answer
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Define predicate logic.
Answer
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What is an expert system?
Answer
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What is the future scope of expert systems?
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Define Reinforcement Learning
Answer
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What do you mean by inductive learning?
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What is the importance of the Natural Language Processing?
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Write the significance of parsing in natural language processing.
Answer
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Part B
Explain the control strategies used to prepare production system.
Answer
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What is Alpha-Beta pruning? Explain with the help of suitable example.
Answer
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Discuss in detail heuristic search techniques with example.
Answer
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Determine whether the following is Satisfiable, Contradictory or Valid: (P V Q) ^ ~ (P V Q)
Answer
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What are the properties of a good system for the knowledge representation? Discuss.
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List and explain the various approaches of knowledge representation.
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Describe in detail various phases in building Expert systems.
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List and explain various capabilities of the Expert System.
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Write a detailed note on Bayesian Belief Networks.
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List and explain the various design issues of Artificial Neural Networks.
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Discuss the process of inductive learning using decision trees.
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Explain in detail about Single-Layer Feed-Forward Networks with a neat sketch.
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Write a detailed note on Support Vector Machines.
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List various components of natural language understanding process.
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Describe Syntactic analysis and Semantic analysis in brief.
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Write a detailed note on Universal Networking Knowledge.
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Discuss the steps involved in natural language processing with an example.
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