http://ais.informatik.uni-freiburg.de/teaching/ss11/seminar_pgm/pgm-basics.pdf

Factor graphs, Undirected graphs / Markov networks, Directed graphs / Bayesian networks 에 대한 쉬운 설명이 되어 있습니다.