CS520 Knowledge Graphs
 What
should AI
Know ? 		 
Table of Contents

  1. What is a Knowledge Graph? Slides (1 hour)
  2. What are some Knowledge Graph Data Models? Slides (1 hour)
  3. How to Create a Knowledge Graph? Slides (1 hour)
  4. How to Create a Knowledge Graph from Structured Data? Slides (1 hour)
  5. How to Create a Knowledge Graph from Text? Slides (1 hour)
  6. What are some Knowledge Graph Inference Algorithms? Slides (1 hour)
  7. How do users interact with Knowledge Graphs? Slides (30 minutes)
  8. How to Evolve a Knowledge Graph? Slides (30 minutes)
  9. What are some High Value Use Cases of Knowledge Graphs? Slides (1 hour)
  10. How do Knowledge Graphs Relate to AI? Slides (15 minutes)

© Vinay K. Chaudhri, 2025-2026. This work is licensed under a Creative Commons Attribution 4.0 International License.

Please feel free to write to me at vchaudhri@acm.org with any feedback on issues such as typos, errors or content suggestions.

The course was originally developed with the support of JPMorganChase & Co.

Current edition was supported by the National Science Foundation Award No 2514820. Any opinions, findings and conclusions or recommendations expressed in this material are those of the author(s) and do not necessarily reflect the views of the National Science Foundation.