AI-enabled Integration in the Supply Chain

Manh-Kha Kieu, R. Nayak, M. Akbari
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引用次数: 0

Abstract

Artificial Intelligence (AI) is getting increased attention from various manufacturing industries, including fashion and textiles, due to its ability to work effectively, similar to human intelligence. This Systematic Literature Review (SLR) paper proposes potential future research directions that emphasize the impacts of AI on supply chain integration (SCI) efforts through information sharing (IS). A structured literature review of articles in the 2010-2021 period, addressing geographic location, journals, publishers, authors, research designs, and applied theories, has been used to prepare this paper. The additional discussion of AI incorporates information from the structured review to conclude the findings and suggest future research directions. The authors have used the Scopus database and prestigious peer-reviewed journals to search for relevant papers using suitable keywords. This paper concluded that the Asian region has the highest concentration of publications and that AI adoption positively affects the IS-SCI relationship. Empirical quantitative research design and resource-based view theory are prominent among the reviewed publications. This SLR paper is limited by not having the impacts of AI discussed at the subset level.
供应链中的人工智能集成
人工智能(AI)由于具有类似人类智能的高效工作能力,正在受到时尚、纺织等各种制造业的越来越多的关注。这篇系统性文献综述(SLR)论文提出了未来潜在的研究方向,强调人工智能通过信息共享(IS)对供应链集成(SCI)工作的影响。本文对2010-2021年期间的文章进行了结构化的文献综述,包括地理位置、期刊、出版商、作者、研究设计和应用理论。关于人工智能的额外讨论包含了结构化综述中的信息,以总结研究结果并建议未来的研究方向。作者使用Scopus数据库和著名的同行评议期刊,使用合适的关键词搜索相关论文。本文的结论是,亚洲地区的出版物密度最高,人工智能的采用正影响着IS-SCI关系。其中,实证定量研究设计和资源基础观理论最为突出。由于没有在子集级别讨论人工智能的影响,这篇单反论文受到了限制。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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