My doctoral dissertation, Using a Model of Human Cognition of Causality to Orient Arcs in Structural Learning of Bayesian Networks, is online now. A summary may be viewed here and a full copy with the signature page may be downloaded here. High quality PDF and PS files may be downloaded here.