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Toward an Intelligent Blockchain IoT-Enabled Fish Supply Chain: A Review and Conceptual Framework
The fish industry experiences substantial illegal, unreported, and unregulated (IUU) activities within traditional supply chain systems. Blockchain technology and the Internet of Things (IoT) are expected to transform the fish supply chain (SC) by incorporating distributed ledger technology (DLT) to...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10255790/ https://www.ncbi.nlm.nih.gov/pubmed/37299864 http://dx.doi.org/10.3390/s23115136 |
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author | Ismail, Shereen Reza, Hassan Salameh, Khouloud Kashani Zadeh, Hossein Vasefi, Fartash |
author_facet | Ismail, Shereen Reza, Hassan Salameh, Khouloud Kashani Zadeh, Hossein Vasefi, Fartash |
author_sort | Ismail, Shereen |
collection | PubMed |
description | The fish industry experiences substantial illegal, unreported, and unregulated (IUU) activities within traditional supply chain systems. Blockchain technology and the Internet of Things (IoT) are expected to transform the fish supply chain (SC) by incorporating distributed ledger technology (DLT) to build trustworthy, transparent, decentralized traceability systems that promote secure data sharing and employ IUU prevention and detection methods. We have reviewed current research efforts directed toward incorporating Blockchain in fish SC systems. We have discussed traceability in both traditional and smart SC systems that make use of Blockchain and IoT technologies. We demonstrated the key design considerations in terms of traceability in addition to a quality model to consider when designing smart Blockchain-based SC systems. In addition, we proposed an Intelligent Blockchain IoT-enabled fish SC framework that uses DLT for the trackability and traceability of fish products throughout harvesting, processing, packaging, shipping, and distribution to final delivery. More precisely, the proposed framework should be able to provide valuable and timely information that can be used to track and trace the fish product and verify its authenticity throughout the chain. Unlike other work, we have investigated the benefits of integrating machine learning (ML) into Blockchain IoT-enabled SC systems, focusing the discussion on the role of ML in fish quality, freshness assessment and fraud detection. |
format | Online Article Text |
id | pubmed-10255790 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-102557902023-06-10 Toward an Intelligent Blockchain IoT-Enabled Fish Supply Chain: A Review and Conceptual Framework Ismail, Shereen Reza, Hassan Salameh, Khouloud Kashani Zadeh, Hossein Vasefi, Fartash Sensors (Basel) Article The fish industry experiences substantial illegal, unreported, and unregulated (IUU) activities within traditional supply chain systems. Blockchain technology and the Internet of Things (IoT) are expected to transform the fish supply chain (SC) by incorporating distributed ledger technology (DLT) to build trustworthy, transparent, decentralized traceability systems that promote secure data sharing and employ IUU prevention and detection methods. We have reviewed current research efforts directed toward incorporating Blockchain in fish SC systems. We have discussed traceability in both traditional and smart SC systems that make use of Blockchain and IoT technologies. We demonstrated the key design considerations in terms of traceability in addition to a quality model to consider when designing smart Blockchain-based SC systems. In addition, we proposed an Intelligent Blockchain IoT-enabled fish SC framework that uses DLT for the trackability and traceability of fish products throughout harvesting, processing, packaging, shipping, and distribution to final delivery. More precisely, the proposed framework should be able to provide valuable and timely information that can be used to track and trace the fish product and verify its authenticity throughout the chain. Unlike other work, we have investigated the benefits of integrating machine learning (ML) into Blockchain IoT-enabled SC systems, focusing the discussion on the role of ML in fish quality, freshness assessment and fraud detection. MDPI 2023-05-28 /pmc/articles/PMC10255790/ /pubmed/37299864 http://dx.doi.org/10.3390/s23115136 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Ismail, Shereen Reza, Hassan Salameh, Khouloud Kashani Zadeh, Hossein Vasefi, Fartash Toward an Intelligent Blockchain IoT-Enabled Fish Supply Chain: A Review and Conceptual Framework |
title | Toward an Intelligent Blockchain IoT-Enabled Fish Supply Chain: A Review and Conceptual Framework |
title_full | Toward an Intelligent Blockchain IoT-Enabled Fish Supply Chain: A Review and Conceptual Framework |
title_fullStr | Toward an Intelligent Blockchain IoT-Enabled Fish Supply Chain: A Review and Conceptual Framework |
title_full_unstemmed | Toward an Intelligent Blockchain IoT-Enabled Fish Supply Chain: A Review and Conceptual Framework |
title_short | Toward an Intelligent Blockchain IoT-Enabled Fish Supply Chain: A Review and Conceptual Framework |
title_sort | toward an intelligent blockchain iot-enabled fish supply chain: a review and conceptual framework |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10255790/ https://www.ncbi.nlm.nih.gov/pubmed/37299864 http://dx.doi.org/10.3390/s23115136 |
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