物流与供应链管理中的人工智能:研究入门与路线图

Artificial intelligence in logistics and supply chain management: A primer and roadmap for research

JOURNAL OF BUSINESS LOGISTICS · 2023
被引 396 · 同刊同年前 3%
人大 A-ABS 3

中文导读

这篇社论梳理了生成式AI在物流与供应链管理中的潜在应用和实施挑战,并提出了一个研究框架作为未来研究的入门指南和路线图,帮助学者和组织应对AI整合的复杂前景。

Abstract

Abstract The dawn of generative artificial intelligence (AI) has the potential to transform logistics and supply chain management radically. However, this promising innovation is met with a scholarly discourse grappling with an interplay between the promising capabilities and potential drawbacks. This conversation frequently includes dystopian forecasts of mass unemployment and detrimental repercussions concerning academic research integrity. Despite the current hype, existing research exploring the intersection between AI and the logistics and supply chain management (L&SCM) sector remains limited. Therefore, this editorial seeks to fill this void, synthesizing the potential applications of AI within the L&SCM domain alongside an analysis of the implementation challenges. In doing so, we propose a robust research framework as a primer and roadmap for future research. This will give researchers and organizations comprehensive insights and strategies to navigate the complex yet promising landscape of AI integration within the L&SCM domain.

物流管理供应链管理人工智能运营管理