Bayesian networks have been widely used as the knowledge bases with uncertainty. However, in most literatures, the uncertainty measure in Bayesian networks are limited in probability distributions and crisp variables, which restricts the practical usefulness of Bayesian networks when incomplete knowledge or linguistic vagueness is involved in the reasoning system. This study intends to develop ...