Knowledge Tree
Relations (1)
related 2.00 — strongly supporting 3 facts
Entity fusion is a core technical process within the construction and maintenance of a knowledge graph, as evidenced by its role in data integration and canonicalization [1] and its status as a key technical challenge for knowledge graph scalability and quality assurance [2], [3].
Facts (3)
Sources
Construction of Knowledge Graphs: State and Challenges - arXiv arxiv.org 3 facts
claimKnowledge graph-specific approaches have limitations regarding scalability to many sources, support for incremental updates, metadata management, ontology management, entity resolution and fusion, and quality assurance.
claimData integration and canonicalization in knowledge graphs involve entity linking, entity resolution, entity fusion, and the matching and merging of ontology concepts and properties.
claimOpen knowledge graph-specific approaches currently face limitations in scalability to many sources, support for incremental updates, and several technical areas including metadata management, ontology management, entity resolution/fusion, and quality assurance.