Knowledge Representation
Knowledge RepresentationIt refers to the representation and description of knowledge. It is concerned with how agents can reasonably use relevant knowledge. This is a study of thinking as a computational process.
Strictly speaking, knowledge representation and knowledge reasoning are two closely related concepts in the same research field, but in fact knowledge representation is also used to refer to a broad concept that includes reasoning, and the latter concept is usually used, that is, knowledge representation is equivalent to knowledge representation and reasoning.
Knowledge Representation Development
At present, the application of knowledge representation mainly has the following three research directions:
- Learning knowledge representations for different types;
- Knowledge representation learning based on multi-information fusion;
- Considering knowledge representation learning for complex reasoning patterns.