Conditional Plausibility Measures and Bayesian Networks
Artificial Intelligence
2014-07-29 v1
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 the technology of Bayesian networks can be applied to algebraic conditional plausibility measures.
Cite
@article{arxiv.1407.7182,
title = {Conditional Plausibility Measures and Bayesian Networks},
author = {Joseph Y. Halpern},
journal= {arXiv preprint arXiv:1407.7182},
year = {2014}
}
Comments
Appears in Proceedings of the Sixteenth Conference on Uncertainty in Artificial Intelligence (UAI2000)