Probabilistic Graphical models bring together graph theory and probability theory in a single formalism

so the joint probabilistic distribution of variables can be represented using graph.In recent years

probabilistic graphical models have become the focus of the research in uncertainty inference

because of its bright prospect for the application.In this paper

we conclude the representation of probabilistic graphical models in recent years.Finally

a discussion of the future trend of probabilistic graphical models is given.