Google Knowledge Vault
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A Google Knowledge Vault is a large knowledge graph that is a Google KB.
References
2016
- (Nickel et al., 2016) ⇒ Maximilian Nickel, Kevin Murphy, Volker Tresp, and Evgeniy Gabrilovich. (2016). "A Review of Relational Machine Learning for Knowledge Graphs". In: Proceedings of the IEEE (invited paper). 104(1). DOI:10.1109/JPROC.2015.2483592.
2015
- (Wikipedia, 2015) ⇒ http://en.wikipedia.org/wiki/Knowledge_Vault Retrieved:2015-3-28.
- The Knowledge Vault is a knowledge base created by Google. As of 2014, it contained 1.6 billion facts which had been collated automatically from the Internet.
The difference between Google's existing Knowledge Graph, and their Knowledge Vault, is the way that facts are accumulated. The Knowledge Graph pulls in information from trustedsources like Freebase and Wikipedia, both of which are crowdsourced initiatives. The Knowledge Vault is an accumulation of facts from across the entire web. It is a mix of both high-confidence results and low-confidence or ‘dirty’ ones and machine learning is used to rank them.
- The Knowledge Vault is a knowledge base created by Google. As of 2014, it contained 1.6 billion facts which had been collated automatically from the Internet.