MCASemester 32022-23Artificial IntelligenceKCA-301
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Artificial Intelligence (KCA-301) - AKTU Question Paper 2022-23

MCA · Semester 3 · Free PDF Download

This is the official AKTU Artificial Intelligence Previous Year Question Paper for MCA Semester 3, academic session 2022-23. Published by Dr. A.P.J. Abdul Kalam Technical University (AKTU/UPTU), Lucknow. Free PDF download — no login required.

Course:MCA
Semester:Semester 3
Session:2022-23
University:AKTU / UPTU

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Questions Asked in 2022-23

Artificial Intelligence (KCA-301) — complete question paper

Section AAttempt all questions in brief. 2 x 10 = 20
  • a
    What is an intelligent agent?
  • b
    State any two foundation areas of artificial intelligence
  • c
    Compare uninformed and informed search methods
  • d
    Briefly explain the concept of adversarial search
  • e
    Differentiate between procedural and declarative knowledge
  • f
    What do you mean by the knowledge representation?
  • g
    Define the term machine learning
  • h
    Write a short note on reinforcement learning. i) Define the term pattern with example. j) State nearest neighbor rule
Section BAttempt any three of the following: 10 x 3 = 30
  • a
    Discuss various categories of artificial intelligence tasks
  • b
    Explain Best-first search algorithm with the help of a diagram
  • c
    Discuss and compare forward and backward chaining methods with example
  • d
    What do you mean by statistical learning? Explain Naïve Bayes model
  • e
    Define the term clustering. Discuss k-means clustering algorithm
Section CAttempt any one part of the following: 10 x 1 = 10
  • a
    Discuss functioning of model base d intelligent agent with the h elp of a diagram
  • b
    Explain various steps involved in natural language processing
  • a
    Explain AND-OR graph searching algorithm
  • b
    Discuss the concept of MIN MAX search algorithm with diagram
  • a
    Explain concept and use of clause form conversion algorithm
  • b
    What is Bayesian network? Explain steps to create a Bayesian network
  • a
    What do you mean by Maximum Like lihood estimation? Also explain Expectation Maximization algorithm
  • b
    Discuss steps and algorithm to construct a decision tree
  • a
    Explain design cycle of a pattern recognition system with diagram
  • b
    Explain need and concept of principle component analysis in pat tern recognition process

Question text is extracted from the official AKTU question paper PDF above. Hindi translations are omitted — every question is printed in English in the original paper. Last verified: 2026-08-23.

Repeated Questions — KCA-301

Questions that appeared in more than one session, found by comparing 4 years of Artificial Intelligence papers (2021-22, 2022-23, 2023-24, 2024-25)

2x

State any two foundation areas of artificial intelligence

Appeared in: 2022-23 · 2024-25

2x

Compare uninformed and informed search methods

Appeared in: 2022-23 · 2024-25

2x

What do you mean by the knowledge representation?

Appeared in: 2022-23 · 2024-25

2x

Explain various steps involved in natural language processing

Appeared in: 2022-23 · 2024-25

Artificial Intelligence — Other Year Papers

AKTU Artificial Intelligence PYQs from other sessions

Artificial Intelligence2022-23Artificial Intelligence2023-24Artificial Intelligence2024-25Artificial Intelligence2024-25Artificial Intelligence2025-26Artificial Intelligence2021-22

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