Communication Dans Un Congrès Année : 1996

Belief revision with uncertain inputs in the possibilistic setting

Résumé

This paper discusses belief revision under uncertain inputs in the framework of possibility theory. Revision can be based on two possible definitions of the conditioning operation, one based on min operator which requires a purely ordinal scale only, and another based on product, for which a richer structure is needed, and which is a particular case of Dempster's rule of conditioning. Besides, revision under uncertain inputs can be understood in two different ways depending on whether the input is viewed, or not, as a constraint to enforce. Moreover, it is shown that M.A. Williams' transmutations, originally defined in the setting of Spohn's functions, can be captured in this framework, as well as Boutilier's natural revision.

Dates et versions

hal-04047390 , version 1 (27-03-2023)

Identifiants

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Didier Dubois, Henri Prade. Belief revision with uncertain inputs in the possibilistic setting. 12th Conference on Uncertainty in Artificial Intelligence (UAI 1996), Aug 1996, Portland, United States. pp.236--243, ⟨10.48550/arXiv.1302.3575⟩. ⟨hal-04047390⟩
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