The ontological continuum is a new vocabulary based on semantics-pragmatics and properties-affordances distinctions that enables re-engineering of knowledge graphs across the full spectrum of modeling practices.
In: Proceedings of the 12th knowledge capture conference 2023
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Introduces a semantic grounding pipeline for multi-layered digital twins that converts metamodels to RDF graphs and applies the SSM-OM alignment method combining embeddings, lexical similarity, and LLM reasoning.
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Knowledge Graph Re-engineering Along the Ontological Continuum (extended version)
The ontological continuum is a new vocabulary based on semantics-pragmatics and properties-affordances distinctions that enables re-engineering of knowledge graphs across the full spectrum of modeling practices.
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Semantic Grounding of Digital Twin Metamodels Using RDF Graphs
Introduces a semantic grounding pipeline for multi-layered digital twins that converts metamodels to RDF graphs and applies the SSM-OM alignment method combining embeddings, lexical similarity, and LLM reasoning.