The Evaluation Study of Supply Chain Financial Risk Based on the BP Neural Network

Abstract:

In recent years, the supply chain financial has become the focus of attention of the many financial institutions, because the supply chain financing model is to make full use of the supply chain and the characteristics of small and medium-sized enterprise designed. It is not only the effective way of small and medium-sized enterprises in China to solve the difficulty of financing, but also is an effective way of the Commercial Banks expand financial services [ . This paper firstly constructed the financial credit risk evaluation index system of small and medium-sized enterprise based on supply chain, through the BP neural network model analyze credit risk of small and medium-sized enterprise, then predicted their financing credit level, to provide the basis for Commercial Banks for credit.

• Periodical: Applied Mechanics and Materials (Volumes 401-403)
• Pages: 2306-2309
• DOI: https://doi.org/10.4028/www.scientific.net/AMM.401-403.2306
• Online since: September 2013
• Authors: Lin Si Hang Qiao, Zhi Hong Lin
• Keywords: BP Neural Network (BPNN), Medium-Sized Enterprise (SME), Small Enterprises, Supply Chain Finance

References

[1] Make Yong. Commercial bank credit risk evaluation prediction models [J]. Journal of management science, 2003, (6) : -54100.

[2] YeChunMing, MaHuiMin, li Dan, etc. Neural network in the supply chain management performance evaluation index of the application [J]. Industrial engineering and management, 2005 (5) : 39-42, 47.

[3] RuiJing, ShuJuan Pan . Supply chain finance business credit risk evaluation system design [J]. Journal of zhengzhou aviation industry management institute, 2010, (5) : 131-134.

[4] FengYao. Supply chain finance: realizing multi-win-win situation of financial innovation service. The new financial. 2008. 2.

[5] Xuguang Nan, Weidong Meng . financial crisis warning based on BP neural network method. Modern management science. 2008. 2.

[6] Tingting Li. Forecasts of the financial and stock market based on Tarsus set fuzzy BP neural network. Helongjiang science and technology information. 2008, (33).

[7] Daiwen Yang. Brief talk about supply chain finance. Manager journal. 2012, (1).

[8] Yan Wang . Supply chain finance subject game analysis. Communication of finance and accounting. The new financial. 2012, (8).

[9] Taifeng Xia. The Research of Supply-chain Finance Based on Financing SMEs. 2011. 7.

[10] Donghai Gai, Yongsheng Xuan. Financing model study based on supply chain finance. Securities & Futures of China. 2012, (5).