Coherence, belief expansion and Bayesian networks

Bovens, L. & Hartmann, S. (2000). Coherence, belief expansion and Bayesian networks. In Baral, C. & Truszczynski, M. (Eds.), 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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