利用 Vosviewer 对物流领域新兴技术进行基于聚类的文献计量分析

Davin Arkan Admoko, Bambang Darmawan, A. Ana, Vina Dwiyant i
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引用次数: 0

摘要

新兴技术在行业的早期发展阶段就将自己视为未来的解决方案。与此同时,业界也提出了框架实施方案,并努力将新兴技术融入供应链,尤其是物流领域。本研究旨在揭示供应链或物流功能在当前行业中的适用性。本研究使用 "出版与消亡"(Publish and Perish)方法,以 "物流 "和 "新兴技术 "为关键词,挖掘过去五年的学术文献数据。此外,还对检索到的数据进行了编译和处理,将其制作成书目地图,以可视化的方式呈现出相关集群,作为本研究的底线讨论。五个群组有不同的相关项目/关键词,但不包括同时讨论的群组三和群组四。第一组显示,人工智能和区块链可通过大流行病中的逆向物流操作,为制造商的循环经济商业模式提供支持。第二组从更大的角度讨论了利用人工智能、区块链和物联网提高供应链效率和降低风险的问题。第三组和第四组有重叠的关键词,具体讨论了区块链在中国农业产业中的应用。最后,第五专题组重申了其他专题组关于新兴技术与交通融合的概念。尽管大家一致认同新兴技术的潜在用途,但也发现了一些挑战,如实施复杂、投资不确定、技术不成熟等。因此,本研究的意义在于揭示了新兴技术在物流和供应链多个方面的实施能力和问题。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Cluster-Based Bibliometric Analysis of the Emerging Technological Landscape in Logistics using Vosviewer
Emerging technology presents itself as a futuristic solution since its early development stage in the industry. Concurrently, the industry has proposed framework implementations as well as efforts to integrate emerging technologies in the supply chain, particularly in logistics. This study aimed to unveil the applicability of either supply chain or logistic functions in the present industry. This study used Publish and Perish to mine academic document data based on the keyword ‘Logistic’ and ‘Emerging technology’ in the past five years. Furthermore, the retrieved data were compiled and processed as a bibliographical map to visualize relevant clusters as the bottom-line discussion for this study. Five clusters had different items/keywords associated with them, excluding clusters three and four which were discussed in tandem. Cluster one revealed that AI and blockchain could support manufacturers for a circular economy business model through reverse logistics operations in the pandemic. Cluster two was a bigger picture discussing enhancement efficiency and risk reduction in the supply chain using AI, blockchain, and IoT. Clusters three and four had overlapping keywords specifying the discussion of blockchain implementation for the Agri-industry in China. Finally, cluster five reaffirmed the conceptualism of emerging technology integration for transportation from other clusters. Despite a unanimous agreement on the potential use of emerging technologies, challenges were also found, such as complex implementation, uncertain investment, and technology immaturity accompany. Thus, as the implication of this research, it reveals the capabilities and issues of the implementation of emerging technologies within multiple aspects of logistics and supply chain.
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