Conditional Plausibility Measures and Bayesian Networks
Artificial Intelligence
2011-06-16 v3
Abstract
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.
Keywords
Cite
@article{arxiv.cs/0005031,
title = {Conditional Plausibility Measures and Bayesian Networks},
author = {Joseph Y. Halpern},
journal= {arXiv preprint arXiv:cs/0005031},
year = {2011}
}