AI/ML Reading List

Track B: Knowledge Representation & Reasoning

Building knowledge graphs, ontologies, or neuro-symbolic systems.

Reading Order

  1. * Ontology Development 101 paper
  2. WordNet resource
  3. ConceptNet resource
  4. The Description Logic Handbook book
  5. Neurosymbolic AI for Reasoning over Knowledge Graphs paper
  6. QA-GNN paper
  7. DeepProbLog paper
Key outcome: Bridge symbolic knowledge structures with neural methods.