Coherence, Belief Expansion and Bayesian Networks

Details Coherence, Belief Expansion and Bayesian Networks Coherence, Belief Expansion and Bayesian Networks

2000-03-08

arxiv.org/abs/cs/0003041v1

Computer Science

Artificial Intelligence

6 pages, 2 figures, paper presented at the 8th Intl. Workshop on Non-Monotonic Reasoning NMR'2000 (April 9-11), Breckenridge,

Scientific paper

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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