电商环境下银行信贷风险管理的创新路径研究

Research on Innovative Paths of Bank Credit Risk Management in E-Commerce Environment

摘要: 在互联网技术快速发展的背景下，电子商务已成为经济活动的重要组成部分，而银行信贷业务也在电商环境的推动下迎来了新的挑战和风险。本文以电商环境下银行信贷风险管理为研究对象，首先分析了电商平台特点对传统信贷风险管理带来的影响，探索其业务流程中存在的风险点及核心问题。其次，通过理论研究与实证分析，结合大数据技术、人工智能算法及区块链技术，提出了银行信贷风险管理的创新路径，包括风险评估模型优化、信用数据共享机制的建立以及智能化风控平台的应用等。研究表明，创新路径能够有效提升风险识别与应对能力，降低信贷业务的潜在损失成本，对银行转型发展具有重要战略意义。

Abstract: In the context of the rapid development of Internet technology, e-commerce has become an important part of economic activities, and bank credit business has also ushered in new challenges and risks under the promotion of e-commerce environment. This article takes bank credit risk management in the e-commerce environment as the research object. Firstly, it analyzes the impact of the characteristics of e-commerce platforms on traditional credit risk management, and explores the risk points and core issues in their business processes. Secondly, through theoretical research and empirical analysis, combined with big data technology, artificial intelligence algorithms, and blockchain technology, an innovative path for bank credit risk management has been proposed, including optimization of risk assessment models, establishment of credit data sharing mechanisms, and application of intelligent risk control platforms. Research has shown that innovative paths can effectively enhance risk identification and response capabilities, reduce potential loss costs in credit business, and have important strategic significance for the transformation and development of banks.