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The Logic of Plausible Reasoning: A Core Theory
Authors:Allan Collins  Ryszard Michalski
Abstract:The paper presents a core theory of human plausible reasoning based on analysis of people's answers to everyday questions about the world. The theory consists of three parts:
  • 1 a formal representation of plausible inference patterns; such as deductions, inductions, and analogies, that are frequently employed in answering everyday questions;
  • 2 a set of parameters, such as conditional likelihood, typicality, and similarity, that affect the certainty of people's answers to such questions; and
  • 3 a system relating the different plausible inference patterns and the different certainty parameters.
This is one of the first attempts to construct a formal theory that addresses both the semantic and parametric aspects of the kind of everyday reasoning that pervades. all of human discourse.
Keywords:
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