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Motivation
- Due to its theoretical properties (decidability & complexity) First-Order Logic is not always an ideal solution
- This motivates research towards formalisms with more practically oriented computitional properties and expressivity
- Description Logics
- Syntactic fragments of FOL
- Focus on decidability and optimized algorithms key reasoning tasks (terminological reasoning / schema reasoning)
- Logic Programming
- Provides different expressivity than classical FOL (non-monotonic reasoning with non-classical negation)
- Provides a very intuitive way to model knowledge
- Efficient reasoning procedures for large data-sets
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