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Knowledge Representation.md

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Knowledge Representation
2022-11-08
2022-11-21

Knowledge Representation

Representation of knowledge in a computer-tractable form. $$\begin{aligned}Logic=Representation+Inference\ Representation=Syntax+Semantics \end{aligned}$$ Entailment: generates sentences that are necessarily true given that existing sentences are true

Inference: process to implement entailment

Soundness: only generate entailed sentences. If we start with valid premises, no invalid conclusions can be drawn and the system is sound. Everything that is provable is in fact true.

Completeness: Everything that is true has a proof. Sound inference does not have to be complete.

Resolution Strategies

Resolution by Refutation