Quantitative Bayesian Inference by Qualitative Knowledge Modeling

摘要

In this paper, we present a novel framework for modeling Bayesian networks and performing quantitative Bayesian inference based on qualitative knowledge. Our method transforms qualitative statements into a set of structure and parameter constraints by mak