Analogical Reasoning in Law, Psychology, Markets and AI

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

Transcript of Analogical Reasoning in Law, Psychology, Markets and AI

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Analogy

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Deep End of Human Reasoning?

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What Makes an Analogy Convincing?

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Analogical Reasoning

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Law

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Thinking Like a Lawyer

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Psychology

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The Availability Heuristic

(Related but not exactly on point)

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Markets

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Emerging Technology

Venture Capital

Pricing Model

ArbitrageDetection

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Emerging Technology

Venture Capital

Pricing Model

ArbitrageDetection

Analogy

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The Science of Similarity

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and of course

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The Curse of Dimensionality

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The Revolution

inSoft

Artificial Intelligence

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ComputerForensics

Drawn from Jesse Kornblum

1. Feature Extraction2. Feature Selection3. Comparison4. Clustering5. Classification6. ???

The ‘???’ means:– Which features to extract– Which similarity measure to use– Which classification algorithm

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My hope is that the AI Revolutionwill allow us to better understand

analogical reasoning as it is a critical for a large number questions we

care about .....