Before revision:  First, we model the risks of the guaranteed-loan network by a probabilistic graph, which consists of the guarantee-loan network structure, self-risks for the nodes , and diffusion probability for the edges.
After revision:  First, we model the risks of the guaranteed-loan network by a probabilistic graph, which consists of the guarantee-loan network structure, self-risks for the nodes and diffusion probability for the edges.