Ontologies, LLMs and Knowledge Graphs : A Discussion
Ontologies are formal representations of knowledge. They consist of concepts, categories, and the relationships between them within a specific domain. Ontologies aim to model domain knowledge in a structured form. They enable machines and humans to understand, share, and reuse this knowledge. A well-known example of an ontology in the biomedical field is the Gene Ontology, which provides a comprehensive set of terms and relationships to describe the functions of genes and proteins in any organism.
ONTOLOGIES AND KNOWLEDGE REPRESENTATION via LLMS
Ontologies play a crucial role in the realm of knowledge representation. They offer structured and formal representations of knowledge by defining relationships between concepts within specific domains.
This structured approach enables computers to comprehend, reason, and process information in a logical, consistent, and comprehensible manner. However, the design and maintenance of ontologies demand substantial effort.
