Nonmonotonic reasoning in probabilistics

Kern-Isberner, Gabriele GND

In probabilistics, reasoning at optimum entropy (ME-reasoning) has proved to be a most sound and consistent method for inference. This paper investigates its properties in the framework of nonmonotonic reasoning. In particular, we show that ME-reasoning satisfies cumulativity and loop, and we focus on its connection to conditionals. Finally, we introduce the notion of a universal inference operation to generalize nonmonotonic reasoning, thus providing a frame more appropriate for linking nonmonotonic reasoning with belief revision.

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Kern-Isberner, Gabriele: Nonmonotonic reasoning in probabilistics. Hagen 1998. FernUniversität in Hagen.

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12 Monate

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