Knowledge Representation in Artificial Intelligence (AI) refers to the methods used to encode information about the world in a format that a computer system can understand and use to solve complex problems.
Key Features:
- Types:
- Logical (e.g., propositional and predicate logic)
- Semantic Networks
- Frames
- Ontologies
- Production Rules
- Purpose:
- Enable reasoning
- Simplify decision-making
- Represent relationships and entities in the environment
- Applications:
- Expert systems
- Natural Language Processing
- Machine Learning
