Subjective Networks: Prospectives and Challenges

Subjective logic is a formalism for representing and reasoning under uncertain probabilistic information, with an explicit treatment of the uncertainty about the probability distributions. We introduce subjective networks as graph-based structures that generalize Bayesian networks to the theory of subjective logic. We discuss the prospectives of the subjective networks representation and the challenges of reasoning with them.