Scientific Knowledge Graph (SciKG)
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A Scientific Knowledge Graph (SciKG) is a domain-specific knowledge graph from a scientific domain.
- See: Knowledge Graph.
References
2019
- (Jiang, Zhao et al., 2019) ⇒ Tianwen Jiang, Tong Zhao, Bing Qin, Ting Liu, Nitesh V. Chawla, and Meng Jiang. (2019). “The Role of" Condition" A Novel Scientific Knowledge Graph Representation and Construction Model.” In: Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery \& Data Mining.
- QUOTE: ... Conditions play an essential role in scientific observations, hypotheses, and statements. Unfortunately, existing scientific knowledge graphs (SciKGs) represent factual knowledge as a flat relational network of concepts, as same as the KGs in general domain, without considering the conditions of the facts being valid, which loses important contexts for inference and exploration. ...