Automated abduction

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Abstract

In this article, I review Peirce's abduction in the context of Artificial Intelligence. First, I connect abduction from first-order theories with nonmonotonic reasoning. In particular, I consider relationships between abduction, default logic, and circumscription. Then, based on a first-order characterization of abduction, I show a design of abductive procedures that utilize automated deduction. With abductive procedures, proof procedures for nonmonotonic reasoning are also obtained from the relationship between abduction and nonmonotonic reasoning. © Springer-Verlag Berlin Heidelberg 2002.

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Inoue, K. (2002). Automated abduction. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2408(PART2), 311–341. https://doi.org/10.1007/3-540-45632-5_13

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