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) — extracted question text
Section AAttempt all questions in brief. 2 x 10 = 20
- aWhat is an intelligent agent?
- bState any two foundation areas of artificial intelligence
- cCompare uninformed and informed search methods
- dBriefly explain the concept of adversarial search
- eDifferentiate between procedural and declarative knowledge
- fWhat do you mean by the knowledge representation?
- gDefine the term machine learning
- hWrite 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
- aDiscuss various categories of artificial intelligence tasks
- bExplain Best-first search algorithm with the help of a diagram
- cDiscuss and compare forward and backward chaining methods with example
- dWhat do you mean by statistical learning? Explain Naïve Bayes model
- eDefine the term clustering. Discuss k-means clustering algorithm
Section CAttempt any one part of the following: 10 x 1 = 10
- aDiscuss functioning of model base d intelligent agent with the h elp of a diagram
- bExplain various steps involved in natural language processing
- aExplain AND-OR graph searching algorithm
- bDiscuss the concept of MIN MAX search algorithm with diagram
- aExplain concept and use of clause form conversion algorithm
- bWhat is Bayesian network? Explain steps to create a Bayesian network
- aWhat do you mean by Maximum Like lihood estimation? Also explain Expectation Maximization algorithm
- bDiscuss steps and algorithm to construct a decision tree
- aExplain design cycle of a pattern recognition system with diagram
- bExplain need and concept of principle component analysis in pat tern recognition process
Question text is extracted from the official AKTU question paper PDF above. Check the original PDF for equations, diagrams and complete wording. Extracted: 2026-08-23.
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