Intelligent Systems Chapter 3: Knowledge Representation

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Questions and Answers

What is the consequence if we cannot add new clauses?

  • The knowledge base is incomplete
  • The inference is invalid
  • No entailment is possible (correct)
  • Entailment is guaranteed

What can be concluded from the given clauses (A  B)  (¬B  C)  (¬C)?

  • A is entailed (correct)
  • B is entailed
  • C is entailed
  • None of the above

What is the role of constant symbols in first-order logic?

  • They represent predicates
  • They represent variables
  • They represent objects (correct)
  • They represent functions

What does the BelongsTo(Minerva, Gryffindor) predicate represent?

<p>Minerva belongs to Gryffindor (B)</p> Signup and view all the answers

What is the purpose of universal quantification in first-order logic?

<p>To make a statement about all objects (D)</p> Signup and view all the answers

What is the difference between propositional logic and first-order logic?

<p>Propositional logic deals with propositions, while first-order logic deals with predicates and objects (C)</p> Signup and view all the answers

What is the purpose of the ¬ symbol in first-order logic?

<p>To negate a statement (D)</p> Signup and view all the answers

What is the result of resolving the clauses (A  B) and (¬B  C)?

<p>A  C is entailed (D)</p> Signup and view all the answers

What is the role of predicate symbols in first-order logic?

<p>They represent relationships between objects (C)</p> Signup and view all the answers

What can be concluded from the clauses Person(Minerva) and ¬House(Minerva)?

<p>Minerva is a person but not a house (D)</p> Signup and view all the answers

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Study Notes

Propositional Symbols

  • Propositional symbols are used to represent propositions or statements that can be either true or false.
  • Examples of propositional symbols include GilderoyGryffindor, GilderoyHufflepuff, GilderoyRavenclaw, and GilderoySlytherin.

Knowledge and Logic

  • Knowledge-based agents are agents that reason by operating on internal representations of knowledge.
  • Knowledge representation languages are used to represent knowledge.

Inference Rules

  • Modus Ponens: if α → β, and α, then β.
  • And Elimination: if α ∧ β, then β.
  • Double Negation Elimination: ¬¬α → α.

Propositional Logic

  • A sentence is an assertion about the world in a knowledge representation language.
  • Propositional logic uses propositional symbols and logical connectives.
  • Logical connectives include ¬ (not), ∧ (and), ∨ (or), → (implication), and ⇔ (biconditional).

Model

  • A model is an assignment of a truth value to every propositional symbol (a "possible world").

Inference by Resolution

  • Resolution is a method of inference that involves adding clauses to a knowledge base.

First-order Logic

  • First-order logic uses variables, constants, predicates, and functions to represent knowledge.
  • Examples of constants include Minerva, Pomona, and Horace.
  • Examples of predicates include Person, House, and BelongsTo.

Universal Quantification

  • Universal quantification uses the symbol ∀ to indicate "for all".
  • The notation ∀x. --- means "for all x, ---".

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