Knowledge Graph ↔ accuracy

Relations (1)

related 1.58 — strongly supporting 2 facts

The relationship is defined by the fact that accuracy is a fundamental metric for evaluating the correctness of information within a Knowledge Graph, as described in [1] and [2].

Facts (2)

Sources

Construction of Knowledge Graphs: State and Challenges - arXiv arxiv.org arXiv 2 facts

claimCorrectness in a knowledge graph implies the validity of information (accuracy) and consistency, meaning each entity, concept, relation, and property is canonicalized with a unique identifier and included exactly once.

claimAccuracy in a Knowledge Graph indicates the correctness of facts, including type, value, and relation correctness, and can be separated into syntactic accuracy (assessing wrong value datatype/format) and semantic accuracy (assessing wrong information).