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Intelligence Use Cases for Graph Data, Michal Bachman, GraphAware

Intelligence Use Cases for Graph Data, Michal Bachman, GraphAware

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Intelligence Use Cases for Graph Data, Michal Bachman, GraphAware

  1. 1. © 2020 GraphAware Ltd. All rights reserved. Intelligence Use Cases for Graph Data Online Vertical Summit Government Michal Bachman | 10/06/2020 michal@graphaware.com +44 7714 300 401 www.graphaware.com @graph_aware @bachmanm
  2. 2. © 2020 GraphAware Ltd. All rights reserved. Quick Intro Five Intelligence Use Cases for Graphs Conclusion Agenda 01 # 02 03
  3. 3. © 2020 GraphAware Ltd. All rights reserved. Introduction
  4. 4. © 2020 GraphAware Ltd. All rights reserved. Use Case 1: Unknown Unknowns
  5. 5. © 2020 GraphAware Ltd. All rights reserved.
  6. 6. © 2020 GraphAware Ltd. All rights reserved.
  7. 7. © 2020 GraphAware Ltd. All rights reserved. Use Case 2: Pattern Detection
  8. 8. © 2020 GraphAware Ltd. All rights reserved.
  9. 9. © 2020 GraphAware Ltd. All rights reserved.
  10. 10. © 2020 GraphAware Ltd. All rights reserved.
  11. 11. © 2020 GraphAware Ltd. All rights reserved.
  12. 12. © 2020 GraphAware Ltd. All rights reserved.
  13. 13. © 2020 GraphAware Ltd. All rights reserved. Use Case 3: Threat Detection
  14. 14. © 2020 GraphAware Ltd. All rights reserved.
  15. 15. © 2020 GraphAware Ltd. All rights reserved.
  16. 16. © 2020 GraphAware Ltd. All rights reserved.
  17. 17. © 2020 GraphAware Ltd. All rights reserved.
  18. 18. © 2020 GraphAware Ltd. All rights reserved.
  19. 19. © 2020 GraphAware Ltd. All rights reserved. Use Case 4: Relevant Search
  20. 20. © 2020 GraphAware Ltd. All rights reserved.
  21. 21. © 2020 GraphAware Ltd. All rights reserved.
  22. 22. © 2020 GraphAware Ltd. All rights reserved. Use Case 5: Network Analysis
  23. 23. © 2020 GraphAware Ltd. All rights reserved. Betweenness Centrality
  24. 24. © 2020 GraphAware Ltd. All rights reserved.
  25. 25. © 2020 GraphAware Ltd. All rights reserved.
  26. 26. © 2020 GraphAware Ltd. All rights reserved.
  27. 27. © 2020 GraphAware Ltd. All rights reserved. Bonus: Natural Language Processing
  28. 28. © 2020 GraphAware Ltd. All rights reserved.
  29. 29. © 2020 GraphAware Ltd. All rights reserved.
  30. 30. © 2020 GraphAware Ltd. All rights reserved.
  31. 31. © 2020 GraphAware Ltd. All rights reserved.
  32. 32. © 2020 GraphAware Ltd. All rights reserved.
  33. 33. © 2020 GraphAware Ltd. All rights reserved. • Unknown Unknowns • Pattern Detection (Command & Control, Missing Link, New Twitter Account,…) • Real-Time Threat Assessment • Relevant Search (Power of Context) • Network Analysis (Who knows who? Who is important? …) • Profiling / Targeting • Pattern Discovery (“Pattern of Life”) • Movement Correlation (Who’s in the vehicle? Have these two met?) • In-place Permissions / Audit • Data Provenance • Manual (Visual) Analysis • Geospatial Analysis (Geofencing) Common Intelligence Use cases of Graph Data
  34. 34. © 2020 GraphAware Ltd. All rights reserved. Graphs are the underpinning technology of all modern machine learning and AI applications. The results of machine learning are brought back into your central graph database – the brain for your organization.” Alessandro Negro Chief Scientist, GraphAware “
  35. 35. © 2020 GraphAware Ltd. All rights reserved. INSIGHTS DELIVERY M A C H INELEARNING ANALYSIS API ENRICH DATA Data External Knowledge NATURALLANGUAGE PR O CESSING ENRICHMENT Business Systems & Customer Engagement UX CX INGESTION api GraphAware Hume
  36. 36. © 2020 GraphAware Ltd. All rights reserved. Thank you For more information please contact: Michal Bachman | 10/06/2020 michal@graphaware.com +44 7714 300 401 www.graphaware.com @graph_aware @bachmanm

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