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IJAR
2011

A framework for reasoning under uncertainty based on non-deterministic distance semantics

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A framework for reasoning under uncertainty based on non-deterministic distance semantics
Abstract. In this paper, we introduce a general and modular framework for formalizing reasoning with incomplete and inconsistent information. Our framework is composed of non-deterministic semantic structures and distance-based considerations. This combination leads to a variety of entailment relations that can be used for reasoning about non-deterministic phenomena and are inconsistencytolerant. We investigate the basic properties of these entailments, as well as some of their computational aspects, and demonstrate their usefulness in the context of model-based diagnostic systems.
Ofer Arieli, Anna Zamansky
Added 14 May 2011
Updated 14 May 2011
Type Journal
Year 2011
Where IJAR
Authors Ofer Arieli, Anna Zamansky
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