When expert knowledge
of a given domain is to be represented as a BN
the usual process is for the domain expert(s) and BN
expert(s) to jointly construct the BN. If suYcient data
are available then the NPTs can be directly learnt and
then adjusted if required. However, when there is
insuYcient data to learn the NPTs these must also be
obtained from the expert(s).