Coherence, belief expansion and Bayesian networks

Bovens, Luc; and Hartmann, Stephan (2000) Coherence, belief expansion and Bayesian networks. In: Proceedings of the 8th International Workshop on Non-Monotonic Reasoning: Nmr'2000. International Workshop on Non-Monotonic Reasoning.
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We construct a probabilistic coherence measure for information sets which determines a partial coherence ordering. This measure is applied in constructing a criterion for expanding our beliefs in the face of new information. A number of idealizations are being made which can be relaxed by an appeal to Bayesian Networks.

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