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Cyan comments on A Request for Open Problems - Less Wrong
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The most influential books on the topic I know of are Mathematics and Plausible Reasoning Volume I: Induction and Analogy in Mathematics, and Mathematics and Plausible Reasoning Volume II: Patterns of Plausible Reasoning (amazon link) by George Pólya.