Google Knowledge Graph

A Google Knowledge Graph is a large knowledge graph created by Google Inc..

• • …
• 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.

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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 …

2012

• (Singhal, 2012) ⇒ Amit Singhal. (2012). “Introducing the Knowledge Graph: Things, Not Strings.” In: Official Google Blog.

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