Google Knowledge Graph
(Redirected from Google KG)
A Google Knowledge Graph is a large knowledge graph created by Google Inc..
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- Example(s):
- Google Knowledge Graph (2012), with 570 million objects and more than 18 billion facts
- Counter-Example(s):
- Microsoft Bing Satori[1].
- Google Knowledge Vault (research project).
- YAGO, NELL, DBpedia, Freebase.
- See: Knowledge Base.
References
2015
- (Nickel et al., 2015) ⇒ Maximilian Nickel, Kevin Murphy, Volker Tresp, and Evgeniy Gabrilovich. (2015). “A Review of Relational Machine Learning for Knowledge Graphs: From Multi-Relational Link Prediction to Automated Knowledge Graph Construction.” In: arXiv:1503.00759 Journal.
- QUOTE: Recently, a large number of knowledge graphs have been created, including YAGO [4], DBpedia [5], NELL [6], Freebase [ 7], and the Google Knowledge Graph (8). As we discuss in Section II, these graphs contain millions of nodes and billions of edges. …
… Such knowledge graphs have a variety of commercial and scientific applications. A prime example is the integration of Google's Knowledge Graph, which currently stores 18 billion facts about 570 million entities, into the results of Google's search engine [ 8 ]. The Google KG is …
- QUOTE: Recently, a large number of knowledge graphs have been created, including YAGO [4], DBpedia [5], NELL [6], Freebase [ 7], and the Google Knowledge Graph (8). As we discuss in Section II, these graphs contain millions of nodes and billions of edges. …
2012
- (Singhal, 2012) ⇒ Amit Singhal. (2012). “Introducing the Knowledge Graph: Things, Not Strings.” In: Official Google Blog.