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(a) What is the importance of Artificial Intelligence? Describe it.
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(a) Write short notes on Learning by Parameter Adjustment and Explanation based Learning.
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(b) Write a LISP program to find average of four numbers.
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Consider the following sentences: (a) John likes all kinds of food.
(b) Apples are food.
(c) Chicken is food.
(d) Anything anyone eats and isn't killed by is food.
(e) Bill eats peanuts and is still alive.
(f) Sue eats everything Bill eats.
Based on above, do the following:
1. Translate these sentences into formulas in predicate logic.
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Classify the following search algorithm as intelligent/non intelligent.Give reason of your answer: Depth first search, best first search,branch and bound search.
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How can you classify the knowledge? What is an inference engine?
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What are the merits/demerits of semantic net over semantic frames?
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What are the different steps for natural processing?
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List various application areas where Neural network is used.
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Compare depth first search and Hill Climbing search procedures.
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Explain the advantages of Best first search over Hill Climbing with suitable example.
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What are the steps to solve constraint satisfaction problem? Explain them with help of crypt arithmetical problem.
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Explain the process to reach goal state of a search tree which is AND/OR graph. Give an example of application whose search tree is AND/OR graph.
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Explain the Means end analysis algorithm. Give an example of an application where it is applied.
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Explain the rules to unify two predicates.
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Represent following facts as predicates and convert them to clauseform, explaining the steps of conversion:-
(i) Any student who is intelligent or hard working will pass the exam
in good marks.
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Represent following facts as predicates and convert them to clauseform, explaining the steps of conversion:
Any one who is passed with good marks get a job.
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Assume that "Shiva is neither hard working nor intelligent". Using resolution prove that Shiva does not get a job.
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What kind of knowledge is represented by the semantic nets? Give an example of knowledge base represented by semantic nets and explain how inferences are done in semantic Nets?
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Give an example of a game Tree. What is the purpose of Minimax procedure in game tree? What are Alpha Beta cutoll?
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Consider the following sentences:
Most birds fly unless they have broken wings
Penguins and Ostrich do not fly,
Crow is a bird
Use Non monotonic reasoning to answer "Does Crow Fly"?
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Write short notes on handling uncertainty using probabilistic reasoning.
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Write short notes on Fuzzy logic.
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What are important challenges in Natural Languages Understanding.
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What is the role of expert system tools in developing expert system?Give one example of such tool and its usability.
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What are the various steps for development of Expert Systems?
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What procedure is followed for knowledge acquisition?
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Give a flow graph for developing a genetic algorithm.
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Give short description of process of learning using Back Propogation Neural Network.
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Explain the various activities which are performed during Morphological Analysis and Syntactic processing with the help of following sentence: I want to see Raju's photo.
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What are the various applications of NLP?
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How does the Artificial Intelligence solves problems for which no practically feasible algorithm exist?
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Give an example of non-monotonic reasoning. Which are the techniques for making decisions in non-monotonic systems?
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How is an Expert-system different from other softwares like DBMS etc?
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Define a predicate : Construct a predicate using "C" language.
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Why Hill-climbing is named so? Illustrate using an example.
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Discuss the scope of Artificial Intelligence applied to various categories of problems.
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Discuss and Compare Blind search with Heuristic based search.Which one is better? Discuss using an example.
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What is a Constraints Satisfaction Problem? Create a CSP from the real world and suggest some measures to solve it.
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What is a State Space Search? Give any example of a Game which happens to be a problem of state space search and justify your answer properly.
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Create a script for "appearing for an examination".
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Explain conceptual dependency using an example.
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What are the different types of fuzzy membership function?What is the criteria to define a fuzzy membership function?
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Describe Chowsky hierarchy of languages.
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How uncertainity is captured using probabilistic reasoning?How is it different from handling uncertainity using fuzzy logic?
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Differentiate between Syntactic and Semantic processing.
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Describe an Automation. Extend it to learning automatiom.
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Pick one problem area that you feel would justify the energy required to design an expert system solution spell the problem out in some detail. Based on your intuition, which aspects of this solution would be most difficult to aoutomate?
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What are the different types of learning? Explain with an example.
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Why the process of knowledge acquisition so tedious?
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Define a predicate : Construct a predicate using "C" language.
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What is Al? Mention application of Al.
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Name the two kinds of synchronous rules that allow deductions.
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State the reasons why the inductive logic programming is popular.
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What is constraint satisfaction?
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What is Heuristic Search?
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"Define Expert System Shell.
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Discuss the advantages of Decision support systems.
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How does alpha bela pruning technique works?
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What is local minima problem?
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Distinguish between Predicate and Propositional logic.
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"Al is both a science and a field of engineering Discuss with the help of an example,
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Explain Tic-Tac-toe problem.
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Explain the Depth first search algorithms.
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Explain the AO* search algorithms.
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Illustrate the use of first-order-logic to represent the knowledge.
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Describe mapping between facts and representation.
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Differentiate between Inheritable knowledge and Inferential Knowledge?
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Discuss Inheritable knowledge by applying the steps to real world application of your choice.
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Explain syntactic processing.
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Differentiate between syntactic process and semantic processing.
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Write short note on the Explanation Based Learning.
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Write short note on the Learning by analog.
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Write short notes on Expert system.
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Write short notes on Concept of uncertainty in Expert system.
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Write short notes on LISP Programming.
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What are the issues in the design of the search problem?
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Distinguish between Predicate and Propositional logic.
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What are the limitations in using propositional logic to represent the knowledge base?
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Define frame. Give one example of a simplified frame system.
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State the use of Unification.
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Define Inductive learning.
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Explain the concept of 'learning from example'.
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What is Syntactic processing?
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Discuss briefly the component of generic expert system.
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Define 'Expert system shells'.
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What is an Al technique? Discuss Al and its related fields.
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Write an algorithm for Depth first search and Breadth first search.What is the advantage of one over the other?
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Define Heuristic search.
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Explain AO* algorithm with example.
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Define Constraint satisfaction.
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Describe mapping between facts and representation. Give examples also.
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Write algorithm for Property inheritance with respect to inheritable knowledge.
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Discuss the issues of 'Granularity of Representation' in knowledge representation.
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Explain 'Unification Algorithm' used for reasoning under predicate logic.
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Discuss Discourse and Pragmatic processing. Explain with example.
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Write short note on learning by Parameter Adjustment.
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Write short note on Learning by Macro Operators.
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Write short note on learning by Chunking.
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How is an Expert system built? How is the expert knowledge extracted efficiently? Discuss one of the knowledge acquisition system for Heuristic
classification problems.
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Write a program in any Al programming language to find the maximum integer from a list of integer elements.
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Write a program in any Al programming language to find the perimeter of a circle.
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Explain Problem solving in Al.
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Explain different AI Techniques.
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How is Unification used in resolution? Explain with example.
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Explain interative deepening in 8 puzzle problem.
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What is PEAS? Specify for Aerospace System.
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Compare Forward Chaining with Backward Chaining.
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Assume that "Ram is neither hardworking nor intelligent". Using resolution to prove that Ram does not get a job.
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Represent Marcus was man facts as predicates.
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Represent Marcus was a Pompeian facts as predicates.
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Represent All Pompeians were Romans facts as predicates.
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Represent Caesar was Ruler facts as predicates.
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Represent All Romans were either loyal to Caesar or hated him facts as predicates.
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Represent Everyone is loyal to someone facts as predicates.
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Represent People only try to assassinate Cacsar facts as predicates.
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Was Marcus loyal to Caesar? If yes, Construct the proof by backward chaining.
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Explain Architecture of Expert Systems. Explain MYCIN in brief.
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Explain Different methods of Theorem Proving.
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Explain Chomosky hierarchy of languages.
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Generate Parse Tree for the sentence 'Jatin went to movie with Beena' using grammar-
S->NP VP
NP->Noun/prep NP/Noun NP/the NP/Pronoun
VP->Verb NP/Verb
prep->with/to
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Explain different types of learning with examples.
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Explain Application of AI in Robotics Al in following fields.
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Explain Application of Al in following Al in Aerospace fields,
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Explain Application of Al in following Al in Medical Sciences fields,
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Explain intelligence and artificial intelligence systems. How do they distinguish.
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What do you mean by state space search, explain with suitable example.
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Explain automated reasoning in detail?
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Explain the concept of learning by induction?
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Explain goal driven reasoning and uncertainty?
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What is AI? Explain any five applications of AI.
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What is heuristic function? Give some examples.
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The Best First Search technique is a better approach? Explain and justify your answer?
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What is a production system. Explain it with an example?
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Discuss the Water Jug Problem as state space search?
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Why does the search in game playing programs always proceed forward from the current position rather than backward from a goal state.
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Is the minimax procedure adepth-first or breath-first search procedure?
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Differentiate between forward and backward reasoning techniques.
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Explain the concept of Semantic Net.
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Explain resolution in predicate Logic.
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Explain the concept of Default Reasoning?
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What is Fuzzy logic and how it is used in artificial intelligence.
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Write note on semantic processing?
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Highlight the steps which are followed in Natural Language Processing?
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Highlight the issues which should be considered while implementing nonmonotonic reasoning in problem solving programs?
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Write note on Syntactic processing?
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Explain the concept of learning by taking advice?
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Explain in short the working of MYCIN.
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List the advantages and disadvantages of expert system?
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What are the components of expert system?
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Explain the concept of neural nets?
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(a) What is a State Space Search? Give any example of a game which happens to be a problem of state space search and justify your
answer properly.
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(b) What is production system? Discuss requirements of good control strategy.
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(a) Write algorithm for "Hill Climbing" and explain the terms Local maximum, Plateau and ridge.
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(b) Explain A* algorithm in detail with an example.
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(a) What is knowledge representation? What are various techniques used for knowledge representation? Discuss significance of each.
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(b) Differentiate between forward and backward reasoning.
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(b) Differentiate between syntactic processing and semantic processing.
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(a) What do you understand by Natural Language Processing? Discuss with details various steps involved in Natural Language
understanding.
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(b) Differentiate between Context Free Language (CFL) and Context Sensitive Language. (CSL)
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(a) What is LISP? Explain the basic building blocks of LISP with valid and invalid examples in detail.
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(a) What are the various steps for the development of Expert Systems?Discuss in detail.
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(b) What is the role of Expert system tools in developing expert system? Give one example of such tool and its usability.
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(a) What is Artificial Intelligence (AT)? Enumerate its popular definitions comment upon each.
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(b) Compare Depth-First and Breadth-First Search.
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(c) Write short note on concept of uncertainty in Expert system.
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(a) What are the merits and demerits of semantic net over semantic frames?
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(e) Write short note on Rote learning.
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Consider the following sentences: (a) John likes all kinds of food.
(b) Apples are food.
(c) Chicken is food.
(d) Anything anyone eats and isn't killed by is food.
(e) Bill eats peanuts and is still alive.
(f) Sue eats everything Bill eats.
Based on above, do the following:
2. Prove that John likes peanuts using backward chaining.
This question has 0 answers so far.
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Consider the following sentences: (a) John likes all kinds of food.
(b) Apples are food.
(c) Chicken is food.
(d) Anything anyone eats and isn't killed by is food.
(e) Bill eats peanuts and is still alive.
(f) Sue eats everything Bill eats.
Based on above, do the following:
3. Convert the formulas of part 1 into clause form.
This question has 0 answers so far.
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Consider the following sentences: (a) John likes all kinds of food.
(b) Apples are food.
(c) Chicken is food.
(d) Anything anyone eats and isn't killed by is food.
(e) Bill eats peanuts and is still alive.
(f) Sue eats everything Bill eats.
Based on above, do the following:
4. Prove that John likes peanuts using resolution
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[b] Discuss issues in design of search program.
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(a) Explain the various categories of Production System.
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(b) What are the elements of ATP Discuss various Application areas of Al.
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(a) What are the qualities of a good knowledge Representation System?
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(b) What is predicate logic? How Knowledge Representation can be achieved using predicate logic? Illustrate.
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Differentiate between Inheritable knowledge and Inferential Knowledge?
This question has 1 answers so far.
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Describe mapping between facts and representation.
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(a) Describe Natural Language Processing. Explain various types of NLPtechniques.
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(b) What is learning? Explain how learning is helpful for AI?
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(a) Comparison between Syntactic Processing & Semantic Processing .
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(b) Explain discourse & pragmatic processing.
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Why LISP is considered to be appropriate language for Al technique? Write a LISP program to print factorial of a given number.
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What is Expert System? What are the characteristics of a good Expert System? Explain MYCIN expert system.
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Write short notes: (a) Heuristic Approach
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Write short notes: (b) Task domain
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Write short notes: . (c) Expert System
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Write short notes: .(d) Hill Climbing
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Write short notes: (e) Role Learning
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Write short notes: (f) Robotic Architecture
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Write short notes: (g) DFS (Depth First Search)
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(a)"Al is both a science and a field of engineering". Justify this statement
with the help of an example.
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b)Explain Tic-Tạc the problem .
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Explain the following search algorithms: (a) : Depth first search (b) 'AO*
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(a) Illustrate the use of first-order-logic to represent the knowledge. (b) Describe mapping between facts and representation.
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(a)Differentiate between Inheritable knowledge and Inferential Knowledge?
This question has 0 answers so far.
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(b)Discuss Inheritable knowledge by applying the steps to real world
application of your choice.
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(a) Explain syntactic processing. (b) Differentiate between syntactic process and semantic processing.
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(a) Write short note on Explanation Based Learning.
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(b) What procedure is used to make a move in Game tree? What is alpha
beta cut-off?
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(a) Describe the main parts of an expert system. Show how they interact
with one another. (b) Explain the concept of decision tree. With example explain the use of
decision tree in learning.
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(a) Explain different task that must be performed for natural language
understanding .
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Answer the following questions: (a) What is AI? What is the application of Al in domain of Natural Language
- Processing?
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Answer the following questions: (b) Name the two kinds of synchronous rules that allow deductions.
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Write the following question: (c) What is a static evaluation function in game tree?
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Write the following question: d) What are the different techniques to represent inherited knowledge ?
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Write the following question: (e) What is Heuristic Search?
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Write the following question: (f) Define Expert System Shell.
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Write the following question: (g) Discuss the advantages of Decision support systems.
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Write the following question: (h)How does alpha beta pruning technique works? Explain
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Write the following question: (i)What is local minima problem?
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Write the following question: (j) What is genetic learning?
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(b)Write short note on:
- -Statistical reasoning
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Write short note on:
- -Neural nets
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