A Defeasible Description Logic for Abduction.

Gian Luca Pozzato, Marco Spinnicchia

AIxIA 2023 – Advances in Artificial Intelligence: XXIInd International Conference of the Italian Association for Artificial Intelligence, AIxIA 2023, Rome, Italy, November 6–9, 2023, Proceedings(2023)

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摘要
In this work we introduce a defeasible Description Logic for abductive reasoning. Our proposal exploits a fragment of a probabilistic extension of a Description Logic of typicality, whose semantics corresponds to a natural extension of the well established mechanism of rational closure extended to Description Logics. The presence of typicality assertions that can be non-monotonically inferred from a knowledge base, corresponding to those belonging to its rational closure, avoids the need of an explicit selection of abducibles.
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关键词
abduction,defeasible description logic
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