On consistency in probabilistic logic for logical formulas represneted by B-hypertrees

On consistency in probabilistic logic for logical formulas represneted by B-hypertrees

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Article ID: iaor19993125
Country: Netherlands
Volume: 108
Issue: 3
Start Page Number: 696
End Page Number: 709
Publication Date: Aug 1998
Journal: European Journal of Operational Research
Authors:
Keywords: probability
Abstract:

One of the problems (mainly unsolved) in probabilistic logic is to consistently assign probabilities to logical formulas. In this paper we consider Horn formulas represented by B-hypertrees. We give a set of necessary conditions that any valid assignment of probabilities to the logical formulas should fulfil. If a certain condition is imposed on the B-hypertree, the necessary conditions are also sufficient, thus describing exactly which rules the assigned probabilities should obey to be consistent.

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