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...

Descripción completa

Detalles Bibliográficos
Autores principales: Wang, Jian, Zhang, Xin, Xu, Jiping, Wang, Xiaoyi, Li, Haisheng, Zhao, Zhiyao, Kong, Jianlei
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