Bayesian Deduction with Subjective Opinions

Ivanovska, Magdalena (University of Oslo) | Jøsang, Audun (University of Oslo) | Sambo, Francesco ( University of Padova )

AAAI Conferences 

Subjective opinions can represent uncertain probabilistic information of any kind, minor or major A Bayesian network (BN) is a compact representation of a imprecision and even total ignorance about the probability joint probability distribution in the form of a directed acyclic distribution, by varying the uncertainty mass between 0 and graph (DAG) with random variables as nodes, and a set 1. By simply substituting every input conditional probability of conditional probability distributions associated with each distribution in a BN with a subjective opinion, we obtain node representing the probabilistic connection of the node what we call a subjective Bayesian network.

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