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knowledge graph construction ↔ entity fusion

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related 2.00 — strongly supporting 3 facts

Entity fusion is identified as a critical component of the knowledge graph construction process [1], and it is specifically evaluated as a task within various knowledge graph construction solutions [2] [3].

Facts (3)

Sources
Construction of Knowledge Graphs: State and Challenges - arXiv arxiv.org arXiv 3 facts
claimThe SAGA knowledge graph construction solution utilizes several truth discovery and source reliability-based fusion methods for entity fusion.
claimEntity fusion is the least supported task among the knowledge graph construction solutions considered in the study, with none of the dataset-specific knowledge graphs performing classical, sophisticated entity fusion.
claimQuality assurance is necessary throughout the entire Knowledge Graph construction process, including source selection, data cleaning, knowledge extraction, ontology evolution, and entity fusion.