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Description Logic

Description Logic

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1. Why adding such definitions in OWL? How to know them?

  • We expect the vocabulary definition language should have following features:
    1. Easy to use and understand
    2. Formal representation
    3. Sufficient expressive ability
    4. Support automated reasoning (decidable with suitable complexity)

2. Propositional Logic

2.1 Proposition

2.1.1 Def

  • A Proposition is a statement which has truth value: it is either true (T) or false (F).

  • 可以判断对错的陈述句

2.1.2 Example

  • Which of the following are propositions?
    • 17 + 25 = 42 (√)
    • July 4 occurs in the winter in the Northern Hemisphere. (√)
    • The population of the United States is less than 250 million. (√)
    • Is the moon round (√)

2.2 Propositional Logic

2.2.1 Def:

  • deals with propositions (which can be true or false) and relations between propositions, including the construction of arguments based on them.
  • 即处理命题以及命题之间的关系。

2.2.2 multiple statements with logical connectives

  • Negation (not): ¬
  • Conjunction (and): ∧ ,
  • Disjunction (or): ∨,
  • Material implication (if…then): → ,
  • Biconditional (if and only if): ↔ .

2.2.3 Example

  • If it is sunny outside then I walk to work; otherwise I drive, and if it is raining then I carry my umbrella.

    • p = “If it is sunny outside”
    • q = “I work to work”
    • r =“I drive”
    • s = “It is raining”
    • t = “I carry my umbrella”
  • If p then q; otherwise r and if s then t.

  • If p then q and (if not p then (r and (if s then t))).
  • (p → q) ∧ (¬ ¬ p →(r ∧ (s → t)))

2.2.4 Rule Reasoning: Modus Ponens 推理三段式

image-20210825195753070

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