Cargando…
Blockchain-Based Information Supervision Model for Rice Supply Chains
Rice is a major food crop around the world, and its various quality and safety problems are closely related to human health. As an important area of food safety research, the rice supply chain has attracted increasing attention. Based on blockchain technology, this study investigated problems of dat...
Autores principales: | , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8983231/ https://www.ncbi.nlm.nih.gov/pubmed/35392045 http://dx.doi.org/10.1155/2022/2914571 |
_version_ | 1784681940315537408 |
---|---|
author | Wang, Jian Zhang, Xin Xu, Jiping Wang, Xiaoyi Li, Haisheng Zhao, Zhiyao Kong, Jianlei |
author_facet | Wang, Jian Zhang, Xin Xu, Jiping Wang, Xiaoyi Li, Haisheng Zhao, Zhiyao Kong, Jianlei |
author_sort | Wang, Jian |
collection | PubMed |
description | Rice is a major food crop around the world, and its various quality and safety problems are closely related to human health. As an important area of food safety research, the rice supply chain has attracted increasing attention. Based on blockchain technology, this study investigated problems of data privacy and circulation efficiency caused by complex rice supply networks, long circulation cycles, and various risk factors in each link. First, we deconstructed the quality and safety of each link of the rice supply chain at the information level and established a key information classification table for each link. On that basis, we built a rice supply chain information supervision model based on blockchain. Various encryption algorithms are used to secure the sensitive data of enterprises in the supply chain to meet regulators' needs for efficient supervision. Moreover, we propose a practical Byzantine fault-tolerant consensus algorithm that scores the credit of enterprise nodes, optimizes the selection strategy of master nodes, and ensures high efficiency and low cost. Then, we built a prototype system based on the open-source framework of hyperledger fabric, analyzed the model's viability, and implemented the system using cases. The results indicated that the proposed system can optimize the information supervision process of rice supply chain regulators and provide a feasible solution for the quality and safety supervision of grain and oil. |
format | Online Article Text |
id | pubmed-8983231 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-89832312022-04-06 Blockchain-Based Information Supervision Model for Rice Supply Chains Wang, Jian Zhang, Xin Xu, Jiping Wang, Xiaoyi Li, Haisheng Zhao, Zhiyao Kong, Jianlei Comput Intell Neurosci Research Article Rice is a major food crop around the world, and its various quality and safety problems are closely related to human health. As an important area of food safety research, the rice supply chain has attracted increasing attention. Based on blockchain technology, this study investigated problems of data privacy and circulation efficiency caused by complex rice supply networks, long circulation cycles, and various risk factors in each link. First, we deconstructed the quality and safety of each link of the rice supply chain at the information level and established a key information classification table for each link. On that basis, we built a rice supply chain information supervision model based on blockchain. Various encryption algorithms are used to secure the sensitive data of enterprises in the supply chain to meet regulators' needs for efficient supervision. Moreover, we propose a practical Byzantine fault-tolerant consensus algorithm that scores the credit of enterprise nodes, optimizes the selection strategy of master nodes, and ensures high efficiency and low cost. Then, we built a prototype system based on the open-source framework of hyperledger fabric, analyzed the model's viability, and implemented the system using cases. The results indicated that the proposed system can optimize the information supervision process of rice supply chain regulators and provide a feasible solution for the quality and safety supervision of grain and oil. Hindawi 2022-03-29 /pmc/articles/PMC8983231/ /pubmed/35392045 http://dx.doi.org/10.1155/2022/2914571 Text en Copyright © 2022 Jian Wang et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Wang, Jian Zhang, Xin Xu, Jiping Wang, Xiaoyi Li, Haisheng Zhao, Zhiyao Kong, Jianlei Blockchain-Based Information Supervision Model for Rice Supply Chains |
title | Blockchain-Based Information Supervision Model for Rice Supply Chains |
title_full | Blockchain-Based Information Supervision Model for Rice Supply Chains |
title_fullStr | Blockchain-Based Information Supervision Model for Rice Supply Chains |
title_full_unstemmed | Blockchain-Based Information Supervision Model for Rice Supply Chains |
title_short | Blockchain-Based Information Supervision Model for Rice Supply Chains |
title_sort | blockchain-based information supervision model for rice supply chains |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8983231/ https://www.ncbi.nlm.nih.gov/pubmed/35392045 http://dx.doi.org/10.1155/2022/2914571 |
work_keys_str_mv | AT wangjian blockchainbasedinformationsupervisionmodelforricesupplychains AT zhangxin blockchainbasedinformationsupervisionmodelforricesupplychains AT xujiping blockchainbasedinformationsupervisionmodelforricesupplychains AT wangxiaoyi blockchainbasedinformationsupervisionmodelforricesupplychains AT lihaisheng blockchainbasedinformationsupervisionmodelforricesupplychains AT zhaozhiyao blockchainbasedinformationsupervisionmodelforricesupplychains AT kongjianlei blockchainbasedinformationsupervisionmodelforricesupplychains |