1. Introduction Today, the Internet has greatly facilitated information sharing, while big data has enhanced the precision of this sharing. As enterprises in the supply chain have become more interconnected, small and medium-sized enterprises (SMEs) have assumed increasingly significant roles in the regular functioning and advancement of the supply chain. Due to their relatively small scale, SMEs often encounter challenges related to financing difficulties and financing risks.