Solving forensic identification problems frequently requires complex probabilistic argument and computation. The technology of Bayesian Networks (BNs), also called Probabilistic Expert Systems (Cowell et al., 1999), supplies a valuable tool that can streamline and help solve such problems. Aitken and Gammerman (1989) gave one of the first applications of Bayesian networks in forensic science.