Analogical Reasoning in Law, Psychology, Markets and AI

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Analogical Reasoning in Law, Psychology, Markets and AI

  1. 1. Why I Am Interested in(Obsessed with) Analogy Daniel Martin Katz University of Michigan - Ann Arbor
  2. 2. Analogy
  3. 3. Deep End of Human Reasoning?
  4. 4. What Makesan AnalogyConvincing?
  5. 5. Analogical Reasoning
  6. 6. Law
  7. 7. Thinking Like aLawyer
  8. 8. Psychology
  9. 9. The Availability Heuristic(Related but not exactly on point)
  10. 10. Markets
  11. 11. Emerging VentureTechnology Capital Pricing Arbitrage Model Detection
  12. 12. Emerging VentureTechnology Capital Analogy Pricing Arbitrage Model Detection
  13. 13. The Science of Similarity
  14. 14. and of course
  15. 15. The Curse of Dimensionality
  16. 16. TheRevolution in Soft ArtificialIntelligence
  17. 17. 1. Feature Extraction 2. Feature Selection 3. Comparison 4. Clustering 5. Classification 6. ???ComputerForensics The ‘???’ means: – Which features to extract – Which similarity measure to use – Which classification algorithm Drawn from Jesse Kornblum
  18. 18. My hope is that the AI Revolution will allow us to better understandanalogical reasoning as it is a critical for a large number questions we care about .....

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