Ontological Representation
Ontological representation focuses on formally structuring knowledge and relationships within a domain, aiming to improve data interoperability and knowledge sharing. Current research emphasizes applications in diverse fields, including digital twins, biomedical informatics, and smart agriculture, leveraging both established ontologies like BFO and novel approaches using large language models (LLMs) for automated ontology creation and matching. These advancements are significantly impacting data integration across various scientific disciplines and enabling more sophisticated knowledge-based systems for practical applications.
Papers
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December 27, 2021