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YAGO (database)

From Wikipedia, the free encyclopedia
Open-source information repository
YAGO
DeveloperMax-Planck-InstituteSaarbrücken
Initial release2008
Stable release
4.5 / May 2023[1]
TypeSemantic Web,linked data
LicenseCreative Commons CC-BY 4.0[2]
Websiteyago-knowledge.org
Repository

YAGO (Yet Another GreatOntology) is an open source[3]knowledge base developed at theMax Planck Institute for Informatics inSaarbrücken. It is automatically extracted fromWikidata andSchema.org.

YAGO4, which was released in 2020, combines data that was extracted from Wikidata with relationship designators from Schema.org.[4] The previous version of YAGO, YAGO3, had knowledge of more than 10 million entities and contained more than 120 million facts about these entities.[5] The information in YAGO3 was extracted fromWikipedia (e.g., categories, redirects, infoboxes),WordNet (e.g., synsets, hyponymy), andGeoNames.[6] The accuracy of YAGO was manually evaluated to be above 95% on a sample of facts.[7] To integrate it to thelinked data cloud, YAGO has been linked to theDBpediaontology[8] and to theSUMO ontology.[9]

YAGO3 is provided inTurtle andtsv formats. Dumps of the wholedatabase are available, as well as thematic and specialized dumps. It can also be queried through various online browsers and through aSPARQL endpoint hosted by OpenLink Software. The source code of YAGO3 is available onGitHub.

YAGO has been used in theWatson artificial intelligence system.[10]

See also

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References

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  1. ^"Home: Yago Project".
  2. ^"License of YAGO4.5".GitHub. Retrieved2024-10-31.
  3. ^yago3: YAGO is a large semantic knowledge base, derived from Wikipedia, WordNet, WikiData, GeoNames, and other data sources, yago-naga, 2017-08-31, retrieved2017-08-31
  4. ^"The latest version of leading knowledge database, Yago".www.telecom-paris.fr. 24 June 2020. Retrieved2024-06-12.
  5. ^"Yago". Retrieved2019-01-09.
  6. ^Fabian M. Suchanek,Gjergji Kasneci and Gerhard Weikum."Yago – A Core of Semantic Knowledge".16th international World Wide Web conference (WWW 2007)[1]
  7. ^"Yago Statistics". Retrieved2015-01-24.
  8. ^"Yago Linking". Retrieved2015-01-24.
  9. ^"YAGO-SUMO". Archived fromthe original on 2012-12-18. Retrieved2012-12-21.
  10. ^David Ferrucci, Eric Brown, Jennifer Chu-Carroll, James Fan, David Gondek, Aditya A. Kalyanpur, Adam Lally, J. William Murdock, Eric Nyberg, John Prager, Nico Schlaefer, Chris Welty. Building Watson: An Overview of the DeepQA Project. AI Magazine 31(3): 59–79 (2010)

External links

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Background
Sub-topics
Applications
Related topics
Standards
Syntax and supporting technologies
Schemas, ontologies and rules
Semantic annotation
Common vocabularies
Microformat vocabularies
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