基于区块链的可追溯性:知识图谱的文献计量和词典计量分析

Wilfrid Azan, Yuan Li
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引用次数: 2

摘要

在基于区块链的应用程序中,越来越多地采用可追溯性解决方案。区块链使用可追踪的分布式记录适当地满足供应链。我们整合文献计量学研究(869篇文章)和词典计量学研究(135篇文章),分析前人研究的知识路径和社区,以指导其发展。文献计量学用共被引分析说明了整体的演变:有影响力的研究者和国家、学科构成、知识发展趋势和新兴前沿。词典计量学用文本方法识别认知共同体的概念结构。从知识图谱中,我们发现区块链可追溯性研究始于2016年,从2019年开始出现激增。按时间顺序分为三个阶段:2016-2017年技术萌芽阶段、2018-2019年新兴建立阶段、2020年至今生态优化阶段。区块链可追溯性与物联网互联,实现智能跟踪。它目前主要应用于食品和农业供应链,等待在汽车制造和碳排放方面进一步大规模应用。区块链和供应链相互转化为语义理论。可追溯性解决方案已经在业务场景中得到普及。
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Blockchain-based Traceability: A bibliometric and lexicometric analysis for knowledge graph
There is rising adoption of traceability solutions in blockchain-based applications. Blockchain appropriately meets supply chain using traceable distributed records. We integrate a bibliometric study (869 articles) and a lexicometric study (135 articles) analyzing knowledge paths and communities based on previous research to guide its development. The bibliometrics illustrates the holistic evolution with co-citation analysis: influential researchers and countries, discipline composition, knowledge development trends, and emerging frontiers. The lexicometric identifies the concept structure of epistemic communities with a textual approach. From the knowledge graphs, we found that blockchain traceability research began in 2016 and emerged a surge from 2019. There are three chronological phases: 2016-2017 technological embryonic stage, 2018-2019 emerging establishment stage, 2020-Now ecological optimization stage. Blockchain traceability interconnects with IoT for intelligent tracking. It mainly applies in food and agriculture supply chain nowadays, waiting for further large-scale application in automobile manufacture and carbon emission. Blockchain and supply chain mutually transform as sensemaking theory. Traceability solutions have been popularized in business scenarios.
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