Analogical Reasoning in Law, Psychology, Markets and AI

Why I Am Interested in(Obsessed with) Analogy Daniel Martin Katz University of Michigan - Ann Arbor

Analogy

Deep End of Human Reasoning?

What Makesan AnalogyConvincing?

Analogical Reasoning

Thinking Like aLawyer

Psychology

The Availability Heuristic(Related but not exactly on point)

Markets

Emerging VentureTechnology Capital Pricing Arbitrage Model Detection

Emerging VentureTechnology Capital Analogy Pricing Arbitrage Model Detection

The Science of Similarity

and of course

The Curse of Dimensionality

TheRevolution in Soft ArtiﬁcialIntelligence

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

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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Analogical Reasoning in Law, Psychology, Markets and AI

by Daniel Katz on May 31, 2011

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