Artificial Intelligence (BCAI501) AKTU PYQ analysis – unit-wise weightage
We analysed 94 questions from 4 AKTU Artificial Intelligence papers (2023–2026). Here is how marks are spread across units and which topics keep coming back.
Artificial Intelligence unit-wise weightage
- Unit 1: Introduction – 33% of questions, about 33 marks per paper
- Unit 2: Problem Solving Methods – 27% of questions, about 27 marks per paper
- Unit 3: Knowledge Representation – 32% of questions, about 32 marks per paper
- Unit 4: Software Agents – 20% of questions, about 20 marks per paper
- Unit 5: Applications – 27% of questions, about 27 marks per paper
Most repeated Artificial Intelligence topics in AKTU PYQs
- Artificial Intelligence Basics
- Intelligent Agents
- Constraint Satisfaction Problems
- Natural Language Processing
- Problem Solving Approach
Unit 1 (Introduction) – top topics
- Artificial Intelligence Basics – asked 10 times, last in 2026
- Intelligent Agents – asked 8 times, last in 2026
- Problem Solving Approach – asked 5 times, last in 2026
Unit 2 (Problem Solving Methods) – top topics
- Constraint Satisfaction Problems – asked 8 times, last in 2026
- Search Strategies – asked 5 times, last in 2026
- Game Playing – asked 5 times, last in 2026
Unit 3 (Knowledge Representation) – top topics
- First Order Predicate Logic – asked 5 times, last in 2025
- Inference Techniques – asked 5 times, last in 2026
- Ontological Engineering – asked 4 times, last in 2026
Unit 4 (Software Agents) – top topics
- Agent Architecture – asked 4 times, last in 2026
- Agent Communication – asked 2 times, last in 2026
- Negotiation and Bargaining – asked 2 times, last in 2025
Unit 5 (Applications) – top topics
- Natural Language Processing – asked 6 times, last in 2026
- AI Applications – asked 4 times, last in 2025
- Information Retrieval Extraction – asked 4 times, last in 2026