Bachelors Level/Second Year/Fourth Semester/Science csit/fourth semester/artificial intelligence/syllabus wise questions

B.Sc Computer Science and Information Technology

Institute of Science and Technology, TU

Artificial Intelligence (CSC266)

Year Asked: 2078, syllabus wise question

Applications of AI
1.
What is expert system? How its works? Mention role of inference engine in expert system. [5]
2.
How philosophy, sociology and economics influence the study of artificial intelligence? [5]
Intelligent Agents
1.
How agent can be configured used PEAS framework? Illustrate with example. [5]
Introduction
1.
What is Turing test? How it can be used to measure intelligence of machine? [5]
Knowledge Representation
1.
Consider following facts: Every traffic chases driver. Every driver who horns is smart. No traffic catches any smart driver. Any traffic who chases some driver but does not catch him frusted. Now configure FoPL knowledge base for above statements. Use resolution algorithm to draw a conclusion that “If all drivers horn, then all traffics are frusted.” [10]
2.
Construct semantic network for following facts: Ram is person. Persons are humans. All human have nose. Humans are instances of mammals. Ram has weight of 60 kg. Weight of Ram is less than weight of Sita. [5]
3.
How semantic and pragmatic analysis is done in natural language processing. [5]
4.
What is prosteroir probability? Consider a scenario that a patient have liver disease is 15% probability. A test says that 5% of patients are alcholic. Among those patients diagnosed with liver disease, 7% are alcoholic. Now computer the chance of having liver disease, if the patient is alcoholic. [5]
Machine Learning
1.
Describe mathematical model of neural network. What does it means to train a neural network? Write algorithm for preceptron learning. [10]
2.
What is iscrossver operation in genetic algorithm? Given following chromosomes show the result of one-point and two point crossover. C1 = 01100010, C2 = 10101100. Choose appropriate crossover points as per your own suggestions. [5]
Problem Solving by Searching
1.
How informed search are different than uninformed? Given following state space, illustrate how depth limited search and iterative depending search works? Use your own assumption for depth search. (A is start and K is goal.)
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[10]
2.
Given following search space, determine if these exists any alpha and beta cutoffs.
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[5]