Topics

Agenda

Access the full agenda here.

Knowledge Graph Architecture

  • Storing and Querying Knowledge Graphs
  • Metadata, Schemas, Ontologies, Taxonomies
  • Integrating multiple source systems
  • Aligning multiple data models

Use Cases By type

  • Machine Learning and Artificial Intelligence
  • Natural Language Processing
  • Understanding Knowledge Graph Embeddings
  • Data integration
  • Semantic data lakes
  • Security and Privacy
  • Business Intelligence and Data Analytics
  • Reasoning and Inference
  • Customer 360
  • Distributed ledger
  • Fraud detection

Use Cases by sector

  • finance
  • healthcare
  • pharma
  • search and retrieval
  • government publishing
  • linked open data
  • media
  • life science
  • retail
  • DoD
  • manufacturing
  • logistics management

Tools

  • Visualization
  • Mapping and Integration

Formats and Languages

  • RDF
  • OWL
  • SPARQL
  • Cypher
  • Gremlin
  • JSON-LD
  • SHACL/ShEx
  • GQL
  • GraphQL

Data Management

  • Data Governance
  • Data Quality
  • Data Responsibility