Towards automated first-order abduction: the cut-based approach

Logic Journal of the IGPL 20 (2):370-387 (2012)
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Abstract

Traditional abduction imposes as a precondition the restriction that the background information may not derive the goal data. In first-order logic such precondition is, in general, undecidable. To avoid such problem, we present a first-order cut-based abduction method, which has KE-tableaux as its underlying inference system. This inference system allows for the automation of non-analytic proofs in a tableau setting, which permits a generalization of traditional abduction that avoids the undecidable precondition problem. After demonstrating the correctness of the method, we show how this method can be dynamically iterated in a process that leads to the construction of non-analytic first-order proofs and, in some terminating cases, to refutations as well

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References found in this work

A logical framework for default reasoning.David Poole - 1988 - Artificial Intelligence 36 (1):27-47.
An assumption-based TMS.Johan de Kleer - 1986 - Artificial Intelligence 28 (2):127-162.
Advice on Abductive Logic.Dov Gabbay & John Woods - 2006 - Logic Journal of the IGPL 14 (2):189-219.
Are tableaux an improvement on truth-tables?Marcello D'Agostino - 1992 - Journal of Logic, Language and Information 1 (3):235-252.
Surviving Abduction.Walter Carnielli - 2006 - Logic Journal of the IGPL 14 (2):237-256.

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