In a broad collaboration with top researchers in the field, Michael cochez, academic manager of the discovery lab worked towards a comprehensive book which covers many aspects of Knowledge Graphs The book is available from https://kgbook.org/ and in print from Morgan&Claypool

Knowledge Graphs are a graph based abstraction to data that are broadly used to describe, integrate and extract value. These Knowledge Graphs are at the heart of the discovery lab. The book covers many topics:

  • Formalisms
  • Schema, Identity, and Context
  • Deductive Knowledge (reasoning)
  • Inductive Knowledge (usage in machine learning)
  • Creation and Enrichment
  • Quality Assessment
  • Refinement
  • Publication
  • Knowledge Graphs in Practice