Conditional Plausibility Measures and Bayesian Networks

A general notion of algebraic conditional plausibility measures is de ned. Probability measures, ranking functions, possibility measures, and under the appropriate de nitions sets of probability measures can all be viewed as de ning algebraic conditional plausibility measures. It is shown that algebraic conditional plausibility measures can be represented using Bayesian networks.

• Type: Journal
• Year: 2000
• Where: CORR
• Authors: Joseph Y. Halpern
• Keywords: Algebraic Conditional Plausibility, Conditional Plausibility Measures, CORR 2000, Education, Probability Measures