Before revision: In this paper, the credit scoring problem is studied by incorporating network information, where the advantages of such incorporation are investigated  in two scenarios.
After revision: In this paper, the credit scoring problem is studied by incorporating network information, where the advantages of such incorporation are investigated theoretically in two scenarios.