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基于专利分析的区块链在食品供应链可追溯性中的新兴视角

Emerging Perspectives of Blockchains in Food Supply Chain Traceability Based on Patent Analysis.

作者信息

Mastilović Jasna, Kukolj Dragan, Kevrešan Žarko, Ostojić Gordana, Kovač Renata, Đerić Marina, Samek Dragana Ubiparip

机构信息

Institute BioSense, University of Novi Sad, 21000 Novi Sad, Serbia.

Institute for Artificial Intelligence Research and Development of Serbia, University of Novi Sad, 21000 Novi Sad, Serbia.

出版信息

Foods. 2023 Feb 28;12(5):1036. doi: 10.3390/foods12051036.

Abstract

In the field of blockchain (BC) technology application in the food supply chain (FSC), a patent portfolio is collected, described, and analyzed using Latent Dirichlet Allocation (LDA) modeling, with the aim of obtaining insight into technology trends in this emerging and promising field. A patent portfolio consisting of 82 documents was extracted from patent databases using PatSnap software. The analysis of latent topics using LDA indicates that inventions related to the application of BCs in FSCs are patented in four key areas: (A) BC-supported tracing and tracking in FSCs; (B) devices and methods supporting application of BCs in FSCs; (C) combining BCs and other ICT technologies in FSC; and (D) BC-supported trading in FSCs. Patenting of BC technology applications in FSCs started during the second decade of the 21st century. Consequently, patent forward citation has been relatively low, while the family size confirms that application of BCs in FSCs is not yet widely accepted. A significant increase in the number of patent applications was registered after 2019, indicating that the number of potential users in FSCs is expected to grow over time. The largest numbers of patents originate from China, India, and the US.

摘要

在区块链(BC)技术应用于食品供应链(FSC)的领域中,使用潜在狄利克雷分配(LDA)模型收集、描述和分析专利组合,目的是洞察这一新兴且有前景领域的技术趋势。使用PatSnap软件从专利数据库中提取了一个由82份文件组成的专利组合。使用LDA对潜在主题进行的分析表明,与区块链在食品供应链中的应用相关的发明在四个关键领域获得了专利:(A)区块链支持的食品供应链追溯与跟踪;(B)支持区块链在食品供应链中应用的设备和方法;(C)在食品供应链中将区块链与其他信息通信技术相结合;以及(D)区块链支持的食品供应链交易。区块链技术在食品供应链中的应用专利始于21世纪第二个十年。因此,专利的向前引用相对较低,而同族专利数量证实了区块链在食品供应链中的应用尚未被广泛接受。2019年之后专利申请数量显著增加,这表明食品供应链中的潜在用户数量预计将随着时间的推移而增长。专利数量最多的国家是中国、印度和美国。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8f06/10000828/b9eb0b9c7d76/foods-12-01036-g001.jpg

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