Conditional Plausibility Measures and Bayesian Networks

Details Conditional Plausibility Measures and Bayesian Networks Conditional Plausibility Measures and Bayesian Networks

2000-05-30

arxiv.org/abs/cs/0005031v3

Journal Of Artificial Intelligence Research, Volume 14, pages 359-389, 2001

Computer Science

Artificial Intelligence

Scientific paper

10.1613/jair.817

A general notion of algebraic conditional plausibility measures is defined. Probability measures, ranking functions, possibility measures, and (under the appropriate definitions) sets of probability measures can all be viewed as defining algebraic conditional plausibility measures. It is shown that algebraic conditional plausibility measures can be represented using Bayesian networks.

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