Artificial Intelligence and Neural Network – BE (PU) Question Paper 2010 | SEM : Spring

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 Artificial-IntelligencePokhara University | Old Question Paper
Bachelor of Engineering (BE)
Artificial Intelligence and Neural Network
Level: Bachelor (Computer Science Engineering)
Year: 2010 | Semester : Spring

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Question Paper is Given Below:

Full Marks: 100 | Time: 3 Hrs
Candidates are required to give their answers in their own words as far as practicable. The figures in the margin indicate full marks.

Attempt all the questions.

1. a) What is the difference between problem solving and planning? Explain components of a planner.[4 + 4]
b) What are the required capabilities of an agent so that it is supposed to be intelligent? Explain. [7]

2. a) What are the characteristics of a knowledge representation system? Explain how can inheritable knowledge be represented? [2 + 6]
b) State and explain inference rules in first order logic. [7]

3. a) Why do agents require reasoning under uncertainty? Explain Baye’s theorem. [5 + 3]
b) Differentiate supervised and unsupervised learning. Under which category neural net learning falls? [5 + 2]

4. a) Explain the learning by analogy with example of transformational and derivational analogy. [7]
b) Differentiate recurrent and feed-forward network with example. Kohonen network is also called as self organizing map. Explain. [4 + 4]

5. a) What are the knowledge acquisition techniques? Give an example of procedural knowledge. [4 + 4]
b) State five levels of analysis for natural language processing. Explain discourse integration and pragmatic analysis in detail. [1 + 6]

6. a) How lexical ambiguities can be resolved? Explain. [7]
b) Explain the speech recognition process. What is speech synthesis? [6 + 2]

7. Write short notes on any two: [2 X 5]

a) Frames
b) Production system
c) Human versus Machine performance

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