可持续供应链金融与供应网络:人工智能的作用

Sustainable Supply Chain Finance and Supply Networks: The Role of Artificial Intelligence

IEEE Transactions on Engineering Management · 2022
被引 108 · 同刊同年前 3%
ABS 3

中文导读

研究了人工智能在可持续供应链金融中的应用,发现AI能带来经济机会并提升供应网络效率,对供应链管理者和金融从业者有参考价值。

Abstract

Supply chain finance (SCF) is receiving increasing awareness in research as a result of uncertainties in the global financing for supply chain (SC). There are limited and fragmented studies in the implementations of financial services in SC management. This article builds on recovery from the financial crisis of 2008 and posts COVID-19 pandemic, where uncertainties crippled SCF providers and brokers services. At the same time, cutting-edge technological advancements such as Artificial Intelligence (AI) are revolutionizing the processes of business ecosystem in which SCF is entrenched. This article thus adopts a fuzzy set theoretical approach to unpack the entities relationship validity for sustainable SCF mate-framework, and the originality of AI concepts to sustainable SCF to identify the issues and inefficiencies. The results indicate that AI contributes significant economic opportunities and deliver the most effective utilization of the supply networks. In addition, the article provides a theoretical contribution to financing in SC and broadens the managerial implications in improving performance.

供应链金融人工智能供应链管理可持续性