The paper proposes the ontological continuum as a new theoretical construct defined by two orthogonal distinctions to provide a vocabulary for describing, comparing, navigating, and transforming knowledge graphs across modeling practices.
Communications of the ACM59(2), 44–51 (2016)
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Semantic metadata improves agentic data retrieval precision by 65.7% for FAIR-compliant datasets compared to unstructured web search, though with lower coverage.
Presents REMOD, a graph-based supervised method for extracting semantic relations between entities in text to support modeling of online discourse and potential misinformation.
citing papers explorer
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Knowledge Graph Re-engineering Along the Ontological Continuum (extended version)
The paper proposes the ontological continuum as a new theoretical construct defined by two orthogonal distinctions to provide a vocabulary for describing, comparing, navigating, and transforming knowledge graphs across modeling practices.
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Do Agents Need Semantic Metadata? A Comparative Study in Agentic Data Retrieval
Semantic metadata improves agentic data retrieval precision by 65.7% for FAIR-compliant datasets compared to unstructured web search, though with lower coverage.
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REMOD: Relation Extraction for Modeling Online Discourse
Presents REMOD, a graph-based supervised method for extracting semantic relations between entities in text to support modeling of online discourse and potential misinformation.