Which of the following statements are true? (A) A sentence 𝛼 entails another…

2020

Which of the following statements are true?

(A)  A sentence 𝛼 entails another sentence 𝛽 if 𝛽 is true in few worlds where 𝛼 is true

(B)Ā  Forward chaining and backward chaining are very natural reasoning algorithms for knowledge bases in Horn form

(C)Ā  Sound inference algorithms derive all sentences that are entailed

(D)Ā  Propositional logic does not scale to environments of unbounded size

Choose the correct answer from the options given below:

  1. A.

    (A) and (B) Only

  2. B.

    (B) and (C) Only

  3. C.

    (C) and (D) Only

  4. D.

    (B) and (D) Only

Attempted by 66 students.

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Correct answer: D

Final answer: The two true statements are the one about forward/backward chaining for Horn knowledge bases and the one about propositional logic not scaling to unbounded environments.

  • Statement: "A sentence α entails another sentence β if β is true in few worlds where α is true" — False. Entailment means β must be true in all models/worlds where α is true, not just a few.

  • Statement: "Forward chaining and backward chaining are very natural reasoning algorithms for knowledge bases in Horn form" — True. Horn clauses support efficient forward-chaining (data-driven) and goal-directed backward-chaining; both are standard and practical for Horn KBs.

  • Statement: "Sound inference algorithms derive all sentences that are entailed" — False. Soundness guarantees that any derived sentence is indeed entailed; the property of deriving every entailed sentence is called completeness.

  • Statement: "Propositional logic does not scale to environments of unbounded size" — True. Propositional logic requires a separate proposition for each ground fact; for domains that can grow without bound, this propositionalization is not scalable and first-order representations are needed.

Therefore the correct choice picks the two true statements: the one about forward/backward chaining for Horn knowledge bases and the one about propositional logic not scaling to unbounded environments.

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