Peirce: an Algorithm for Abductive Reasoning Operating with a Quaternary Reasoning Framework

Abstract

Abductive reasoning algorithms formulate possible hypotheses to explain observed facts using a theory as the basis. These algorithms have been applied to various domains such as diagnosis, planning and interpretation. In general, algorithms for abductive reasoning based on logic present the following disadvantages: (1) they do not allow the explicit… (More)

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