A Method for Dynamically Assessing Credit Risk of Internet Financial Service Platform

Huijian Han, Ye Yang, Rui Zhang, Brekhna Brekhna
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引用次数: 1

Abstract

This paper comprehensively uses the fuzzy cognitive graph method and entropy weight method to dynamically assess the credit risk of Internet financial service platforms. First, a platform credit risk indicator system was constructed. Secondly, the genetic algorithm is used to learn the fuzzy cognitive graph weight matrix. Then, the fuzzy cognitive graph inference mechanism is used to predict the dynamic changes of the credit risk index and the stable state finally achieved. Finally, combined with the index weights calculated by the entropy weight method, the credit risks of the three online lending platforms are dynamically assessed. This paper realizes the dynamic assessment and prediction of Internet financial service platforms, and provides theoretical support for the credit risk of government supervision platforms.
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互联网金融服务平台信用风险动态评估方法
本文综合运用模糊认知图法和熵权法对互联网金融服务平台的信用风险进行动态评估。首先,构建平台信用风险指标体系。其次,采用遗传算法学习模糊认知图权重矩阵;然后,利用模糊认知图推理机制预测信用风险指标的动态变化,最终达到稳定状态。最后,结合熵权法计算的指标权重,对三家网络借贷平台的信用风险进行动态评估。本文实现了对互联网金融服务平台的动态评估与预测,为政府监管平台的信用风险提供理论支持。
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