I thought a good way to get working on BNs would be to work on a specific task. When I first started out, Owen Woodberry suggested the following: Determine the likelihood of habitat suitability in a location for some threatened species. Choose any species and location and make sure to be clear about...

The following paper is an interesting/unique application of Bayesian Networks: Elise T. Axelrad, Paul J. Sticha, Oliver Brdiczka, and Jianqiang Shen, 2013. A Bayesian Network Model for Predicting Insider Threats. IEEE Symposium on Security and Privacy Workshops, pages 82-89. The authors develop a BN...