{"title":"A Blockchain-Based Fish Supply Chain Framework for Maintaining Fish Quality and Authenticity","authors":"Shereen Ismail;Muhammad Nouman;Hassan Reza;Fartash Vasefi;Hossein Kashani Zadeh","doi":"10.1109/TSC.2024.3422897","DOIUrl":null,"url":null,"abstract":"Fish Supply Chain (FSC) industry faces a significant challenge in terms of maintaining fish quality and authenticity throughout the chain. The main goal of modern FSC systems is tracking and tracing the fish products at each stage, from harvester to consumer, while also ensuring their quality and authenticity. Integrating FSC with new technologies, such as Blockchain (BC), Artificial intelligence (AI), and Internet of Things (IoT), enhances fish product traceability, authenticity, visibility, and security. In this work, we propose a BC-based FSC framework characterized by a layered architecture consisting of a SC layer, an IoT layer, and a BC layer. BC enhances traceability, ensures transparency, and facilitates automation as well as incorporates distributed ledger technology (DLT) that ensures the integrity and security of FSC data. We integrate an innovative AI-based hand-held device, a Quality, Adulteration & Traceability (QAT) device, that is developed by our team to identify fish species and assess fish quality. We leverage the key features of BC and smart contracts, deployed over the Ethereum platform, to support the proposed framework. This integration, alongside QAT technology, is introduced to enhance efficiency and transparency within FSC processes. Extensive validation of smart contracts is conducted to prove its practical feasibility.","PeriodicalId":13255,"journal":{"name":"IEEE Transactions on Services Computing","volume":"17 5","pages":"1877-1886"},"PeriodicalIF":5.8000,"publicationDate":"2024-07-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Transactions on Services Computing","FirstCategoryId":"94","ListUrlMain":"https://ieeexplore.ieee.org/document/10584153/","RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"COMPUTER SCIENCE, INFORMATION SYSTEMS","Score":null,"Total":0}
引用次数: 0
Abstract
Fish Supply Chain (FSC) industry faces a significant challenge in terms of maintaining fish quality and authenticity throughout the chain. The main goal of modern FSC systems is tracking and tracing the fish products at each stage, from harvester to consumer, while also ensuring their quality and authenticity. Integrating FSC with new technologies, such as Blockchain (BC), Artificial intelligence (AI), and Internet of Things (IoT), enhances fish product traceability, authenticity, visibility, and security. In this work, we propose a BC-based FSC framework characterized by a layered architecture consisting of a SC layer, an IoT layer, and a BC layer. BC enhances traceability, ensures transparency, and facilitates automation as well as incorporates distributed ledger technology (DLT) that ensures the integrity and security of FSC data. We integrate an innovative AI-based hand-held device, a Quality, Adulteration & Traceability (QAT) device, that is developed by our team to identify fish species and assess fish quality. We leverage the key features of BC and smart contracts, deployed over the Ethereum platform, to support the proposed framework. This integration, alongside QAT technology, is introduced to enhance efficiency and transparency within FSC processes. Extensive validation of smart contracts is conducted to prove its practical feasibility.
期刊介绍:
IEEE Transactions on Services Computing encompasses the computing and software aspects of the science and technology of services innovation research and development. It places emphasis on algorithmic, mathematical, statistical, and computational methods central to services computing. Topics covered include Service Oriented Architecture, Web Services, Business Process Integration, Solution Performance Management, and Services Operations and Management. The transactions address mathematical foundations, security, privacy, agreement, contract, discovery, negotiation, collaboration, and quality of service for web services. It also covers areas like composite web service creation, business and scientific applications, standards, utility models, business process modeling, integration, collaboration, and more in the realm of Services Computing.