Knowledge graphs

Date: March 21, April 4

Speakers: Tania Tudorache and Natasha Noy; Jonathan. BMIR, Stanford University

References

• Google Knowledge Graph
  • Panos Ipeirotis, Evgeniy Gabrilovich, Quizz: Targeted Crowdsourcing with a Billion (Potential) Users, WWW 2014
  • Chun How Tan, Eugene Agichtein, Panos Ipeirotis, Evgeniy Gabrilovich, Trust, but Verify: Predicting Contribution Quality for Knowledge Base Construction and Curation, WSDM 2014
• Yahoo! Knowledge Graph
  • Roi Blanco, B. Barla Cambazoglu, Peter Mika, Nicolas Torzec, Entity Recommendations in Web Search, ISWC 2013
  • Dalvi, Nilesh, Ravi Kumar, Bo Pang, Raghu Ramakrishnan, Andrew Tomkins, Philip Bohannon, Sathiya Keerthi, and Srujana Merugu. A Web of Concepts, ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
• Facebook Entity Graph
  • Under the Hood: the Entities Graph
• Bing's Satori
  • Thomas Lin, Patrick Pantel, Michael Gamon, Anitha Kannan, and Ariel Fuxman, Active Objects: Actions for Entity-Centric Search, WWW 2012
• Comparison of Satori and Knowledge Graph:
  • How Google and Microsoft taught search to “understand” the Web
• 1 minute video comparing the sizes of the knowledge graphs: http://vimeo.com/74890561

Presentation: Slides are available here.