Knowledge Tree
Relations (1)
related 2.32 — strongly supporting 4 facts
Knowledge Graphs and ontologies are related because Knowledge Graph frameworks are often designed to address the limitations of rigid, domain-specific ontologies as noted in [1], [2], and [3], while ontologies simultaneously serve as a mechanism to enable the inference of new knowledge within a Knowledge Graph as described in [4].
Facts (4)
Sources
KG-RAG: Bridging the Gap Between Knowledge and Creativity - arXiv arxiv.org 2 facts
claimThe authors of the KG-RAG paper propose a flexible, domain-agnostic, homogeneous Knowledge Graph framework to overcome the limitations of rigid, domain-specific ontologies.
claimThe authors of the KG-RAG paper propose a flexible, domain-agnostic, homogeneous Knowledge Graph framework to overcome the limitations of rigid, domain-specific ontologies.
Construction of Knowledge Graphs: State and Challenges - arXiv arxiv.org 1 fact
claimOntologies enable the inference of new implicit knowledge from explicitly represented information in a knowledge graph.
LLM-Powered Knowledge Graphs for Enterprise Intelligence and ... arxiv.org 1 fact
claimExisting knowledge graph approaches often depend on rigid ontologies and system-specific implementations, which makes them difficult to scale and adapt to the diverse and dynamic needs of modern enterprises.