IT-504 (A) · Artificial Intelligence/Unsolved PYQ Paper
ARTIFICIAL INTELLIGENCE - JUN 2024 Question Paper
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Unit 17 MarksaWhat are the essential characteristics of production systems and how do they differ from other AI problem-solving approaches?
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Unit 17 MarksbWhat is the $A^{*}$ search algorithm, and how does it combine elements of other search algorithms? Why is it considered a popular choice for many AI applications?
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Unit 17 MarksaHow can AI contribute to solving global challenges, such as climate change, healthcare or education? Provide specific examples.
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Unit 27 MarksbHow does knowledge representation facilitate the use of deductive reasoning in AI?
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Unit 27 MarksaCompare and contrast propositional logic and predicate logic in terms of their expressiveness and applicability in different problem domains.
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Unit 27 MarksbAnalyze a complex AI problem, such as natural language understanding, and propose a knowledge representation scheme that would effectively address its challenges.
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Unit 37 MarksaDifferentiate between scripts, schemas and frames. How are they applied in knowledge representation?
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Unit 37 MarksbDefine Bayes' Theorem and explain its significance in probabilistic reasoning.
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Unit 37 MarksaEvaluate the limitations of frames in knowledge representation and propose enhancements or alternatives to address these limitations.
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Unit 47 MarksbWhat is the "block world" problem in robotics and why is it a significant challenge in the field of artificial intelligence?
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Unit 47 MarksaGiven a simplified game tree for tic-tac-toe, apply the minimax procedure to determine the optimal move for a player at a particular state of the game.
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Unit 47 MarksbEvaluate the ethical implications of using NLP in surveillance and monitoring systems. How can these implications be addressed?
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Unit 57 MarksaList and describe the key characteristics that distinguish expert systems from other computer programs.
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Unit 57 MarksbDevelop a comprehensive expert system for a complex domain, such as legal advice or financial planning. Explain how you would ensure the system's knowledge is up to date.
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Unit 5OR Choice7 MarksaAnalyze the limitations of expert systems, including issues related to knowledge acquisition, knowledge representation.
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Unit 1OR Choice7 MarksbDifferentiate between classical search algorithms and heuristic search algorithms.
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Unit 1OR Choice7 MarkscCompare and contrast classical AI systems and modern AI systems in terms of their performance and adaptability.
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Unit 4OR Choice7 MarksdDefine natural language processing (NLP) and its importance in AI.
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