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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...

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Autores principales: Ismail, Shereen, Reza, Hassan, Salameh, Khouloud, Kashani Zadeh, Hossein, Vasefi, Fartash
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
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.
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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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