Background
In this section we present belief networks and an algorithm, variable elimination, to compute
the posterior probability of a set of query variables given some evidence.
David Poole
and Nevin Lianwen
Zhang,Exploiting Contextual
Independence In Probabilistic Inference, Journal of
Artificial Intelligence Research, 18, 2003, 263-313.