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Google Knowledge Graph

"Knowledge Graph" redirects here. For the general concept in information science, see Knowledge graph. For other uses, see Knowledge Graph (disambiguation).

Knowledge panel data about Thomas Jefferson displayed on Google Search, as of January 2015

The Google Knowledge Graph is a knowledge base from which Google serves relevant information in an infobox beside its search results. This allows the user to see the answer in a glance, as an instant answer. The data is generated automatically from a variety of sources, covering places, people, businesses, and more.[1][2]

The information covered by Google's Knowledge Graph grew quickly after launch, tripling its data size within seven months (covering 570 million entities and 18 billion facts[3]). By mid-2016, Google reported that it held 70 billion facts[4] and answered "roughly one-third" of the 100 billion monthly searches they handled. By May 2020, this had grown to 500 billion facts on 5 billion entities.[5]

There is no official documentation of how the Google Knowledge Graph is implemented.[6] According to Google, its information is retrieved from many sources, including the CIA World Factbook and Wikipedia.[7] It is used to answer direct spoken questions in Google Assistant[8][9] and Google Home voice queries.[10] It has been criticized for providing answers with neither source attribution nor citations.[11]

  1. ^ "About knowledge panels - Knowledge Panel Help". Google Support. Retrieved March 15, 2021.
  2. ^ "Your business information in the Knowledge Panel". Google My Business Help. Google Inc. Retrieved December 10, 2017.
  3. ^ Newton, Casey (December 4, 2012). "Google's Knowledge Graph tripled in size in seven months". CNET. CBS Interactive. Retrieved December 10, 2017.
  4. ^ Vincent, James (October 4, 2016). "Apple boasts about sales; Google boasts about how good its AI is". The Verge. Vox Media. Retrieved December 10, 2017.
  5. ^ "A reintroduction to our Knowledge Graph and knowledge panels". Google blog. May 20, 2020. Retrieved May 26, 2020. It's a system that understands facts and information about entities from materials shared across the web, as well as from open source and licensed databases. It has amassed over 500 billion facts about five billion entities.
  6. ^ Ehrlinger, Lisa; Wöß, Wolfram (2016). "Towards a Definition of Knowledge Graphs" (PDF).
  7. ^ Singhal, Amit (May 16, 2012). "Introducing the Knowledge Graph: Things, Not Strings". Google Official Blog. Retrieved September 6, 2014.
  8. ^ Lynley, Matthew (May 18, 2016). "Google unveils Google Assistant, a virtual assistant that's a big upgrade to Google Now". TechCrunch. Oath Inc. Retrieved December 10, 2017.
  9. ^ Kovach, Steve (October 4, 2016). "Google is going to win the next major battle in computing". Business Insider. Axel Springer SE. Retrieved December 10, 2017.
  10. ^ Bohn, Dieter (May 18, 2016). "Google Home: a speaker to finally take on the Amazon Echo". The Verge. Vox Media. Retrieved December 10, 2017.
  11. ^ Dewey, Caitlin (May 11, 2016). "You Probably Haven't Even Noticed Google's Sketchy Quest to Control the World's Knowledge". The Washington Post. Archived from the original on June 3, 2016. Retrieved May 25, 2022.

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