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生成式人工智能与行为互联网在供应链管理中的应用

Supply Chain Management With Generative Artificial Intelligence and Internet of Behaviors

IEEE Transactions on Engineering Management · 2025
被引 11 · 同刊同年前 6%
ABS 3

中文导读

本文探讨了生成式人工智能与行为互联网如何结合以提升供应链管理,通过文献回顾和实际案例提出整合框架,为企业优化运营提供指导。

Abstract

Generative artificial intelligence has recently emerged as a transformative technology which is able to analyze vast datasets and generate valuable insights, particularly in supply chain management. Simultaneously, the proliferation of Internet of Behaviours which collects and analyzes data on human behaviours enables businesses to gain a deeper understanding of user preferences and habits. Despite the growing adoption of generative artificial intelligence and Internet of Behaviours, their interaction and combined impacts on supply chain management remain underexplored. This study aims to address this gap by examining how generative artificial intelligence and Internet of Behaviours can be leveraged to enhance business operations. To be specific, we first review the relevant literature to identify the key issues and challenges associated with generative artificial intelligence and Internet of Behaviours. We then discuss real-world applications to illustrate the practical value these technologies bring to businesses. Based on the collected literature and industry practices, we propose a framework for businesses to integrate generative artificial intelligence and Internet of Behaviours into their supply chain management. This framework highlights the significant opportunities for businesses to enhance their supply chain performance by adopting these advanced technologies. Finally, we build a future research agenda and draw our conclusion.

供应链管理生成式人工智能行为互联网商业运营