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1

Hume, Samuel, Surendra Sarnikar, and Cherie Noteboom. "Enhancing Traceability in Clinical Research Data through a Metadata Framework." Methods of Information in Medicine 59, no. 02/03 (2020): 075–85. http://dx.doi.org/10.1055/s-0040-1714393.

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Abstract Background The clinical research data lifecycle, from data collection to analysis results, functions in silos that restrict traceability. Traceability is a requirement for regulated clinical research studies and an important attribute of nonregulated studies. Current clinical research software tools provide limited metadata traceability capabilities and are unable to query variables across all phases of the data lifecycle. Objectives To develop a metadata traceability framework that can help query and visualize traceability metadata, identify traceability gaps, and validate metadata t
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Gao, Hong Mei, and Yu Chuan Liu. "Conceptual Design of Mobile Data Collection System for Traceability in Agriculture." Applied Mechanics and Materials 513-517 (February 2014): 1131–34. http://dx.doi.org/10.4028/www.scientific.net/amm.513-517.1131.

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Issues for food traceability are receiving enthusiastic research interests recently. Traceability system is aimed to provide information visibility through the farming, production, packing, distribution, transportation, and sales process. The objective of this research is to develop a mobile data collection system to enhance the efficiency of e-traceability data construction. The mobile system consists of a front-end application service with cell phone and QR code labels. By scanning the QR code labels related to the farming operations, traceability data can be uploaded simultaneously to the b
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Schoetzke, Florian. "Traceability mit Data Matrix Code." ZWF Zeitschrift für wirtschaftlichen Fabrikbetrieb 100, no. 11 (2005): 641–43. http://dx.doi.org/10.3139/104.100959.

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Mendoza-Moreno, Juan Francisco, Luz Santamaria-Granados, Anabel Fraga Vázquez, and Gustavo Ramirez-Gonzalez. "OntoTouTra: Tourist Traceability Ontology Based on Big Data Analytics." Applied Sciences 11, no. 22 (2021): 11061. http://dx.doi.org/10.3390/app112211061.

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Tourist traceability is the analysis of the set of actions, procedures, and technical measures that allows us to identify and record the space–time causality of the tourist’s touring, from the beginning to the end of the chain of the tourist product. Besides, the traceability of tourists has implications for infrastructure, transport, products, marketing, the commercial viability of the industry, and the management of the destination’s social, environmental, and cultural impact. To this end, a tourist traceability system requires a knowledge base for processing elements, such as functions, obj
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Rahmaoui, Othmane, Kamal Souali, and Mohammad Ouzzif. "Improving Software Development Process using Data Traceability Management." International Journal of Recent Contributions from Engineering, Science & IT (iJES) 7, no. 1 (2019): 52. http://dx.doi.org/10.3991/ijes.v7i1.10113.

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<strong>Today traceability is a buzz word and it used in several domains like healthcare, food industry and transportation sectors. In Information Technology, traceability plays a very important role and it can be defined in various ways, depending on the environment and process under consideration. In this paper we are presenting just an idea of a new approach to improve the software development process with the traceability management in order to implement and test the method to show the benefits of using it.</strong>
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Folinas, Dimitris, Ioannis Manikas, and Basil Manos. "Traceability data management for food chains." British Food Journal 108, no. 8 (2006): 622–33. http://dx.doi.org/10.1108/00070700610682319.

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Takao, Atsushi, Nobuyoshi Yabuki, Yoshikazu Otsuka, and Takashi Hirai. "Earthwork Traceability Management System Using Compaction History and Dump Truck Sensing Data." CivilEng 6, no. 1 (2025): 11. https://doi.org/10.3390/civileng6010011.

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The productivity of the construction industry is about half that of the manufacturing industry, and the labor shortage in the construction industry is serious; therefore, improving productivity using information and communication technology (ICT) is an urgent issue. In addition, in civil engineering works, the number of projects that handle multiple types of soil and sand is increasing due to the recycling of construction waste soil; thus, traceability management is important to ensure quality. This paper presents a system that uses sensing on soil-transporting dump trucks and ICT to record wh
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Abdulkadir, Ahmad Madaki, and Mohd Nazmee Wan Zainon Wan. "A visual framework for software requirements traceability." Bulletin of Electrical Engineering and Informatics 11, no. 1 (2022): 426–34. https://doi.org/10.11591/eei.v11i1.3269.

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Requirement traceability supports several activities of software development processes such as impact analysis, requirement changes, maintenance, verification, and validation of a software system. For its effective use in those activities, the graphical representation of traceability data plays an important role. However, several traceability tools lack an excellent visual representation to present these type of data. Therefore, this paper presents a visual framework which has been designed and proposed as a prototype tool that can visualize traceability data. The framework applies data visual
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Min-Ning, Wu, Zhang-Xing Li, Zhang Yong-Heng, and Zhang Feng. "Mutton Traceability Method Based on Internet of Things." Journal of Sensors 2014 (2014): 1–8. http://dx.doi.org/10.1155/2014/506580.

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In order to improve the mutton traceability efficiency for Internet of Things and solve the problem of data transmission, analyzed existing tracking algorithm, proposed the food traceability application model, Petri network model of food traceability and food traceability of time series data of improved K-means algorithm based on the Internet of things. The food traceability application model to convert, integrate and mine the heterogeneous information, implementation of the food safety traceability information management, Petri network model for food traceability in the process of the state t
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Ju, Chunhua, Zhonghua Shen, Fuguang Bao, et al. "Blockchain Traceability System in Complex Application Scenarios: Image-Based Interactive Traceability Structure." Systems 10, no. 3 (2022): 78. http://dx.doi.org/10.3390/systems10030078.

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To solve the problems exposed by the application of blockchain technology under complex scenarios, such as fraudulent use of data, hard to store huge amounts of data, and low traceability efficiency under an ultra-huge number of traceability requests, this paper constructs an image-based interactive traceability structure by using images as an enhancement. By adding pointers to raw image files, a specific file structure is formed for traceability, and the traceability process is separated from the verification process, therefore realizing the distributed traceability of “traceability off the c
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Zhu, Chenxiao, Runjia Chen, and Yibing Zhu. "Research on Drug Traceability System Based on Blockchain Technology." Applied and Computational Engineering 8, no. 1 (2023): 320–28. http://dx.doi.org/10.54254/2755-2721/8/20230174.

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Because of the frequent occurrence of drug safety incidents in recent years, drug safety cannot be effectively guaranteed. The purpose of this study is to establish a blockchain-based drug traceability system and strengthen the construction of a drug information technology traceability system. Because the traditional drug traceability system depends on a certain center, there are many traceability participants, and the information is difficult to integrate, resulting in incomplete and unreliable traceability information. The use of blockchain technology can achieve data tamper-proof and decent
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Ahmed, Mohamed, Chantal Taconet, Mohamed Ould, Sophie Chabridon, and Amel Bouzeghoub. "IoT Data Qualification for a Logistic Chain Traceability Smart Contract." Sensors 21, no. 6 (2021): 2239. http://dx.doi.org/10.3390/s21062239.

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In the logistic chain domain, the traceability of shipments in their entire delivery process from the shipper to the consignee involves many stakeholders. From the traceability data, contractual decisions may be taken such as incident detection, validation of the delivery or billing. The stakeholders require transparency in the whole process. The combination of the Internet of Things (IoT) and the blockchain paradigms helps in the development of automated and trusted systems. In this context, ensuring the quality of the IoT data is an absolute requirement for the adoption of those technologies
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Chen, Chin-Ling, Wan-Bing Zhan, Der-Chen Huang, Ling-Chun Liu, Yong-Yuan Deng, and Chin-Guo Kuo. "Hyperledger Fabric-Based Tea Supply Chain Production Data Traceable Scheme." Sustainability 15, no. 18 (2023): 13738. http://dx.doi.org/10.3390/su151813738.

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With the advent of Industry 4.0, blockchain is one of the emerging technologies that can be used in multiple fields, especially in supply chain networks, where it is considered a sustainable concept technology. Because of its decentralization, reliability, transparency, consistency, and traceability, blockchain can challenge existing conventional models in supply chain scenarios. Therefore, this study proposes a framework that integrates the technology of Blockchain 3.0 (Hyperledger Fabric) into the tea supply chain. The concept of data traceability driven by blockchain technology consists of
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Hongwei Tao, Hongwei Tao, Yinghui Hu Hongwei Tao, Hui Li Yinghui Hu, Deqiang Fan Hui Li, and Haoran Chen Deqiang Fan. "The Credibility Measurement Model of Food Safety On-chain Data based on Blockchain." 網際網路技術學刊 23, no. 4 (2022): 719–25. http://dx.doi.org/10.53106/160792642022072304007.

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<p>Food safety is related to the national economy and people’s livelihood and has always been the focus of the people and the government. Blockchain technology has characteristics of being decentralized, tamper-free, and having underlying openness. It can record and trace product information, prevent data tampering, effectively enhance the transparency of product information, and provide new methods and ideas for food safety traceability. At present, research hotspots mainly focus on the design and construction of a trusted blockchain traceability system, but the provided block
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15

Kang, Yang, and Qiang Li. "Design and Implementation of Data Sharing Traceability System Based on Blockchain Smart Contract." Scientific Programming 2021 (November 15, 2021): 1–14. http://dx.doi.org/10.1155/2021/1455814.

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“Traceability” is an important method often used in modern supply management. The traceability system is a system based on the Internet of Things technology. In this process, users will share resources through cloud service providers, so how to ensure data security is also one of the issues we consider. Blockchain technology is an emerging technology in the field of information technology. Its decentralized nature, distributed storage, and difficult data modification provide us with fair exchange and sharing of data. Feasible solutions: in this article, we have studied the key issues of fair e
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Sainath, Muvva. "Blockchain Technology in Data Engineering: Enhancing Data Integrity and Traceability in Modern Data Pipelines." International Journal of Leading Research Publication 4, no. 7 (2023): 1–8. https://doi.org/10.5281/zenodo.14646547.

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Data integrity and traceability present formidable challenges in contemporary data engineering, exacerbated by the exponential growth of data-centric applications. This paper investigates the transformative potential of blockchain technology in addressing these issues within data pipelines. We delve into blockchain's capacity to revolutionize data provenance tracking, establish tamper-resistant audit mechanisms, and facilitate secure, decentralized data collaboration. Our analysis encompasses a spectrum of industries, from fintech to healthcare, showcasing real-world implementations and their
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Yang, Xian Lei, and Guang Rong Yan. "Aircraft Product Data Traceability Technology Based Workflow." Applied Mechanics and Materials 215-216 (November 2012): 419–25. http://dx.doi.org/10.4028/www.scientific.net/amm.215-216.419.

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Throughout the product lifecycle stages of aircraft development, in order to meet the aircraft product data unique, complete, dynamic, and non-redundant in Product Data Management (PDM) system, and adapt to the effective management of product data in the aircraft development process, the early realization of the aircraft development process co-design. On the basis of the International Workflow Management Coalition (of WFMC) about workflow definition, this paper presents a workflow-based aircraft product data retrospectively theory.
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Plumejeaud-Perreau, Eric Quinton, Cécile Pignol, et al. "Towards better traceability of field sampling data." Computers & Geosciences 129 (August 2019): 82–91. http://dx.doi.org/10.1016/j.cageo.2019.04.009.

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19

Marsh, M., T. Chaput, and D. Smith. "Unified electronic traceability and data storage system." Cytotherapy 21, no. 5 (2019): S43. http://dx.doi.org/10.1016/j.jcyt.2019.03.387.

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20

Reinhardt, Heiner, Mahtab Mahdaviasl, Bastian Prell, et al. "Efficient data acquisition for traceability and analytics." Procedia CIRP 122 (2024): 73–78. http://dx.doi.org/10.1016/j.procir.2024.01.011.

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21

S. Jabbar, R. Choudhary, A. Zanib, S. Shiekh, G.Abbas, and N. R. Choudhary. "SECURING PUBLIC HEALTH: IOT AND BIG DATA IN FOOD SAFETY TRACEABILITY." Pakistan Journal of Science 76, no. 01 (2024): 141–53. http://dx.doi.org/10.57041/pjs.v76i01.1109.

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This research paper investigates the transformative impact of Internet of Things (IoT) technologies on enhancing food safety and quality measurements for public health in the foodindustry. As global demands for diverse and safe food products rise, the integration of innovative technologies becomes crucial. Developing a sensible and trustworthy food safety traceability system and effectively executing traceability are the cornerstones of any solution to these issues. Today, traceability solutions play a critical role in restoring consumer and market trust while guaranteeing food safety and qual
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S. Jabbar, R. Choudhary, A. Zanib, S. Shiekh, G.Abbas, and N. R. Choudhary. "SECURING PUBLIC HEALTH: IOT AND BIG DATA IN FOOD SAFETY TRACEABILITY." Pakistan Journal of Science 76, no. 01 (2024): 141–53. https://doi.org/10.57041/vol76iss01pp141-153.

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This research paper investigates the transformative impact of Internet of Things (IoT) technologies on enhancing food safety and quality measurements for public health in the foodindustry. As global demands for diverse and safe food products rise, the integration of innovative technologies becomes crucial. Developing a sensible and trustworthy food safety traceability system and effectively executing traceability are the cornerstones of any solution to these issues. Today, traceability solutions play a critical role in restoring consumer and market trust while guaranteeing food safety and qual
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23

Wang, Zheng, Wenlong Feng, Mengxing Huang, Siling Feng, Shilong Mo, and Yunhong Li. "Blockchain-Based Information Security Protection Mechanism for the Traceability of Intellectual Property Transactions." Sensors 25, no. 10 (2025): 3064. https://doi.org/10.3390/s25103064.

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Traditional intellectual property transaction traceability has problems such as information asymmetry, traceability information storage methods relying on centralized databases, and easy tampering of transaction information, etc. A blockchain-based information security mechanism for intellectual property transaction traceability is proposed. Firstly, through the analysis of massive intellectual property transaction case information, the commonality and individuality data are studied, and the structure and scope of data collection requirements for traceability information are established; secon
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Xue, Yudai, and Jinsong Wang. "Design of a Blockchain-Based Traceability System with a Privacy-Preserving Scheme of Zero-Knowledge Proof." Security and Communication Networks 2022 (June 29, 2022): 1–12. http://dx.doi.org/10.1155/2022/5842371.

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With the fast development of the industrial Internet, its interconnectivity poses new challenges for the cooperation of industrial entities. Cooperation among these entities is built on trust, and trust is based on high-quality industrial products at reasonable prices. A traceability system can play an essential role in objectively reflecting the production process and promoting this trust. However, traditional traceability systems often have data privacy issues. Because traceability data are collected or generated during the production process (namely, production-related data), they could be
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Yang, Shangxiong, Shaowen Li, Wenjia Chen, and Yawen Zhao. "A Redactable Blockchain-Based Data Management Scheme for Agricultural Product Traceability." Sensors 24, no. 5 (2024): 1667. http://dx.doi.org/10.3390/s24051667.

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With the development of agricultural information technology, the Internet of Things and blockchain have become important in the traceability of agricultural products. Sensors collect real-time data in agricultural production and a blockchain provides a secure and transparent storage medium for these data, which improves the transparency and credibility of agricultural product traceability. However, existing agricultural product traceability solutions are limited by the immutability of the blockchain, making it difficult to delete erroneous data and modify the scope of data sharing. This damage
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Lin, Xiuli. "Analysis of Agricultural Product Information Traceability and Customer Preference Based on Blockchain." Wireless Communications and Mobile Computing 2022 (June 23, 2022): 1–10. http://dx.doi.org/10.1155/2022/1935233.

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For traditional agricultural product traceability system, there are some problems, such as information asymmetry and serious centralized storage. To solve the problems, a set of an agricultural product traceability information analysis system based on blockchain is designed. The overall framework of the agricultural product information traceability system is built, and the traceability model and process are designed in detail from the data layer, consensus layer, and contract layer. Collaborative verification function modules are added in the data layer to ensure the authenticity of data on th
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Fan, Xiaoming, Lei Song, and Shuo Bao. "Research on the Application of Digital Watermarking Technology in Video Data Traceability." Journal of Big Data and Computing 1, no. 1 (2023): 37–42. http://dx.doi.org/10.62517/jbdc.202301108.

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Artificial intelligence technology represented by “deep fake” provides convenience for criminals to forge identities and confuses the public, which has a great impact on the credibility of video data and great harm to society. As an information hiding technology, digital watermarking can embed specific information into the target data without affecting the quality of the data itself, which is an important means of data right confirmation and source tracking, and has important application value in video data traceability. This paper focuses on the application of digital watermark technology in
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Prince Silas Kwesi Oberko, Prince Silas Kwesi Oberko, Tianang Yao Prince Silas Kwesi Oberko, Hu Xiong Tianang Yao, Saru Kumari Hu Xiong, and Sachin Kumar Saru Kumari. "Blockchain-Oriented Data Exchange Protocol With Traceability and Revocation for Smart Grid." 網際網路技術學刊 24, no. 2 (2023): 519–29. http://dx.doi.org/10.53106/160792642023032402026.

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<p>The smart energy system (SES) encourages data administration and information services developments, particularly smart grids. Presently, numerous SESs cloud environments are accessible to smart grids. Nonetheless, because of the semi-credible character of the SES cloud environments, achieving secured access, information storage, updates, deletion, tracing, and revocation of ill-disposed clients is a genuine concern. In this publication, an Ethereum blockchain-oriented secured access regulation design upholding traceability and revocability is offered for smart grids to resolve these p
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Marehn, David Thomas, Detlef Wilhelm, Heike Pospisil, and Roberto Pizzoferrato. "Proving the Preclusion of Data Manipulation Using Parallel Data Acquisition in Chromatography." Materials Science Forum 941 (December 2018): 2390–94. http://dx.doi.org/10.4028/www.scientific.net/msf.941.2390.

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Traceability has an enormous value for companies, but especially for those working in the regulated environment. It plays a special role in the field of pharmacy with respect to manufacturing, controlling and distributing batches of drugs. Through the guidance of Good Manufacturing Practice (GMP) traceability should be ensured. An increasing number of pharmaceutical companies are member of one of the global pharmacopoeias (United States Pharmacopeia, European Pharmacopeia and Japanese Pharmacopeia). The specifications of these pharmacopoeias describe the best practice in documentation, control
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King, David Wong You, Muhammad Arif Riza, Liew Kok Leong, et al. "Blockchain-Enhanced Traceability Framework for Smart Farming with Integrated Ontology-Based Data Standardization." International Journal on Advanced Science, Engineering and Information Technology 14, no. 4 (2024): 1464–69. http://dx.doi.org/10.18517/ijaseit.14.4.18136.

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This paper introduces a new conceptual framework to enhance crop traceability within smart farming environments. The framework merges blockchain technology with ontology-based data standardization to address persistent challenges in traditional traceability systems, such as data fragmentation and inconsistencies. The primary goal is establishing a transparent, reliable, and efficient traceability process from farm to table. The methodology employed in this research follows the Design Science Research Methodology (DSRM), involving iterative cycles of designing, building, and evaluating the prop
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Ramachandran, Rahul, Manil Maskey, Chris Lynnes, Arun John, and Tathagata Mukherjee. "Investigating Different Data-Traceability Approaches to Prevent Data Swamps [Perspectives]." IEEE Geoscience and Remote Sensing Magazine 10, no. 3 (2022): 332–37. http://dx.doi.org/10.1109/mgrs.2022.3203865.

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Fernández-Iglesias, Manuel José, Christian Delgado von Eitzen, and Luis Anido-Rifón. "Efficient Traceability Systems with Smart Contracts: Balancing On-Chain and Off-Chain Data Storage for Enhanced Scalability and Privacy." Applied Sciences 14, no. 23 (2024): 11078. http://dx.doi.org/10.3390/app142311078.

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The growing importance of traceability in supply chains requires robust, transparent, and efficient systems to ensure the integrity and authenticity of product journeys. This paper presents a comprehensive characterisation and data model for a generic blockchain-based traceability system, highlighting its implementation using smart contracts on Ethereum-compatible networks, as the Ethereum Virtual Machine (EVM), with its pioneering implementation of smart contracts and its extensive ecosystem; it provides a robust environment for developing decentralised applications. We discuss the advantages
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Trebar, Mira, Metka Lotrič, Irena Fonda, Anton Pleteršek, and Kosta Kovačič. "RFID Data Loggers in Fish Supply Chain Traceability." International Journal of Antennas and Propagation 2013 (2013): 1–9. http://dx.doi.org/10.1155/2013/875973.

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Radio frequency identification (RFID) is an innovative and well-recognized technology that supports all kinds of traceability systems in many areas. It becomes very important in the food industry where the electronic systems are used to capture the data in the supply chain. Additionally, RFID data loggers with sensors are available to perform a cold chain optimization for perishable foods. This paper presents the temperature monitoring solution at the box level in the fish supply chain as part of the traceability system implemented with RFID technology. RFID data loggers are placed inside the
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Thylstrup, Nanna Bonde. "Data out of place: Toxic traces and the politics of recycling." Big Data & Society 6, no. 2 (2019): 205395171987547. http://dx.doi.org/10.1177/2053951719875479.

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It has become increasingly common to talk about “digital traces”. The idea that we leak, drop and leave traces wherever we go has given rise to a culture of traceability, and this culture of traceability, I argue, is intimately entangled with a socio-economics of data disposability and recycling. While the culture of traceability has often been theorised in terms of, and in relation to, privacy, I offer another approach, framing digital traces instead as a question of waste. This perspective, I argue, allows us to connect to, extend and nuance existing discussions of digital traces. It shows u
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Ju, Chunhua, Zhonghua Shen, Fuguang Bao, Pengtong Weng, Yihang Xu, and Chonghuan Xu. "A Novel Credible Carbon Footprint Traceability System for Low Carbon Economy Using Blockchain Technology." International Journal of Environmental Research and Public Health 19, no. 16 (2022): 10316. http://dx.doi.org/10.3390/ijerph191610316.

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To achieve the goal of carbon neutrality, many countries have established regional carbon emission trading markets and tried to build a low-carbon economic system. At present, the implementation of carbon emission trading and low-carbon economic systems faces many challenges such as manipulation, corruption, opacity, lack of trust, and lack of data tracking means. The application of blockchain technology can perfectly solve the above problems. However, the data recorded on a blockchain are often multi-type and heterogeneous, and users at different levels such as regulators, enterprises, and co
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Madaki, Abdulkadir Ahmad, and Wan Mohd Nazmee Wan Zainon. "A visual framework for software requirements traceability." Bulletin of Electrical Engineering and Informatics 11, no. 1 (2022): 426–34. http://dx.doi.org/10.11591/eei.v11i1.3269.

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Requirement traceability supports several activities of software development processes such as impact analysis, requirement changes, maintenance, verification, and validation of a software system. For its effective use in those activities, the graphical representation of traceability data plays an important role. However, several traceability tools lack an excellent visual representation to present these type of data. Therefore, this paper presents a visual framework which has been designed and proposed as a prototype tool that can visualize traceability data. The framework applies data visual
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Bougdira, Abdesselam, Abdelaziz Ahaitouf, and Ismail Akharraz. "Conceptual framework for general traceability solution: description and bases." Journal of Modelling in Management 15, no. 2 (2019): 509–30. http://dx.doi.org/10.1108/jm2-12-2018-0207.

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Purpose The purpose of this paper is to describe a proposed framework for traceability purpose. Hence, the framework provides a formal and structured way of viewing a traceability solution. This structure lays the required bases for a traceability system before starting development and deployment. Design/methodology/approach The paper examines several traceability publications, including systems and literature review. The study covers the traceability implementation phase. Therefore, this research approaches the traceability issue from three perspectives (description, engineering and executive
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Sandhya, Rani Koppanathi, and Reddy Gopireddy Ravindar. "Implementing Blockchain Technology for Enhanced Data Security and Integrity in Salesforce." Journal of Scientific and Engineering Research 5, no. 1 (2018): 271–76. https://doi.org/10.5281/zenodo.13753345.

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Explore how blockchain technology can be integrated with Salesforce to improve data security, integrity, and traceability. Talk about the possible advantages, difficulties, and implementation techniques of using the decentralized ledger system of blockchain to safeguard confidential client data, guarantee data integrity, and prevent unauthorized access within the Salesforce platform.
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Sleeba, Mathew C., Ahamad Aamish, P. Pratham S. Shetty K, Sushmitha, and Poojary Vishwanath. "Efficient Data Retrieval in Agriculture Product using Blockchain and Supply Chain Techniques." Research and Reviews: Advancement in Robotics 6, no. 2 (2023): 11–16. https://doi.org/10.5281/zenodo.7898244.

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<em>The globalization of manufacturing and agriculture has brought renewed attention to the importance of health, efficiency, and validation in the food and agricultural supply chain. This has led to a significant increase in the number of food safety and corruption hazards, highlighting the need for efficient traceability solutions that serve as essential quality management tools to ensure product safety. Blockchain technology has emerged as a revolutionary method for commodity traceability in agriculture and food supply chains. Given the complex nature of today&#39;s agricultural supply chai
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Xu, Jiping, Jiaqi Han, Zhibo Qi, et al. "A Reliable Traceability Model for Grain and Oil Quality Safety Based on Blockchain and Industrial Internet." Sustainability 14, no. 22 (2022): 15144. http://dx.doi.org/10.3390/su142215144.

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Gain and oil are important compounds in global food supplies, and ensuring the quality and safety of grains and oil is a critical issue in the food supply chain security. Data traceability is the key factor in quality and safety management. Currently, it is a big challenge to ensure the reliability of data and guarantee the efficient exchange of data in various highly heterogeneous systems. To address this challenge, we develop a reliable traceability model applied to the grain and oil industry. In this paper, we first analyze the characteristics of the whole chain traceability information flo
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Thangamayan, S., Kalyani Pradhan, Ganesh Babu Loganathan, S. Sitender, S. Sivamani, and Mulugeta Tesema. "Blockchain-Based Secure Traceable Scheme for Food Supply Chain." Journal of Food Quality 2023 (January 30, 2023): 1–11. http://dx.doi.org/10.1155/2023/4728840.

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The typical food traceability system’s data layer is made up of relational databases managed by core businesses, which cannot ensure data security. It is inefficient and requires a lot of upkeep. The food supply chain has numerous actors, making it difficult for consumers to safeguard their rights when purchasing food with quality issues. Due to the numerous organizations involved in the food supply chain, food safety monitoring and traceability have become challenging. The supply chain’s major organizations have control and administrative authority over the data under the current food traceab
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Chen, Feng, Chunjiang Zhao, Xinting Yang, Na Luo, and Chuanheng Sun. "A Lightweight Accountable Parallel Blockchain Architecture Based on Redactable Blockchain for Agri-Food Traceability." Foods 14, no. 4 (2025): 623. https://doi.org/10.3390/foods14040623.

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Agri-food safety issues have received widespread attention globally. The emergence of blockchain technology (BCT) effectively addresses trust issues in the agri-food supply chain traceability system (AFSCTS). However, the append-only feature of blockchain has led to continuous linear data growth in BCT-based AFSCTSs, which increases the equipment requirements and has become a bottleneck for BCT-based AFSCTS applications. The storage capacity required by BCT-based AFSCTSs can be effectively reduced by deleting expired data, thereby reducing the storage pressure on blockchain devices and lowerin
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Zhang, Lejun, Weimin Zeng, Zilong Jin, Yansen Su, and Huiling Chen. "A Research on Traceability Technology of Agricultural Products Supply Chain Based on Blockchain and IPFS." Security and Communication Networks 2021 (November 12, 2021): 1–12. http://dx.doi.org/10.1155/2021/3298514.

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Blockchain technology, the fundamental technology of Bitcoin, is featured with high transparency, decentralization, traceability, tamperproof nature, and anonymousness. In this thesis, a case study of the traceability of agricultural products is to explain a traceability solution of agricultural products supply chain based on blockchain and IPFS. The latter one is used to store large quantities of transactions data; and the former one is used for the safety of data storage and circulation. And consumers can know the quality of agricultural products in the shortest time through the evaluation f
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Harkonen, Janne, Javier Mauricio Guerrero Rodriguez, and Erno Mustonen. "The Role of Productization in End-To-End Traceability." Eng 5, no. 4 (2024): 2943–65. http://dx.doi.org/10.3390/eng5040153.

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End-to-end traceability offers significant opportunities for product lifecycle visibility, sustainability enhancement, and regulatory compliance in product management. However, it faces challenges in data integration and management, supplier collaboration, cost and complexity, and the sharing of information across the supply chain. Productization refers to the representation of a product and connects commercial and technical aspects to the systemic perspective of product management. This includes a focus on the engineering lifecycle with inherent linkages to product data. The product managemen
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Ravi, Kiran Koppichetti. "Data Engineering for GxP Compliance." INTERNATIONAL JOURNAL OF INNOVATIVE RESEARCH AND CREATIVE TECHNOLOGY 10, no. 5 (2024): 1–10. https://doi.org/10.5281/zenodo.15026723.

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Data engineering plays a pivotal role in ensuring compliance with Good Practice (GxP) regulations, which are critical for maintaining the quality, safety, and efficacy of products in regulated industries such as pharmaceuticals, biotechnology, and healthcare. This paper explores the challenges, best practices, and technologies involved in designing and implementing GxP-compliant data engineering solutions. Key topics include data integrity, audit trails, data security, traceability, and validation, as well as the use of modern data platforms to meet regulatory requirements. Through a detailed
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Li, Lian Zhi, and M. Y. Tsai. "Traceability Method for Transmission Quality Problems Based on Contrast Analysis." Advanced Materials Research 591-593 (November 2012): 456–59. http://dx.doi.org/10.4028/www.scientific.net/amr.591-593.456.

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In the traceability analysis of complex transmission quality problems, traceability method based on the contrast analysis was proposed, and traceability model about the quality of automotive gearbox assembly constructed based on the contrast analysis. By analyzing on data, it has been shown that this type of analysis had a clear traceability process, able to quickly identify problem stations, and rapid feedback to the assembly site so that making the whole line adjust correspondingly in a timely manner. It showed that: traceability method based on the contrast analysis is feasible and effectiv
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Xie, Dong, Jie Xiao, Guangjun Guo, and Tong Jiang. "Processing Uncertain RFID Data in Traceability Supply Chains." Scientific World Journal 2014 (2014): 1–22. http://dx.doi.org/10.1155/2014/535690.

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Radio Frequency Identification (RFID) is widely used to track and trace objects in traceability supply chains. However, massive uncertain data produced by RFID readers are not effective and efficient to be used in RFID application systems. Following the analysis of key features of RFID objects, this paper proposes a new framework for effectively and efficiently processing uncertain RFID data, and supporting a variety of queries for tracking and tracing RFID objects. We adjust different smoothing windows according to different rates of uncertain data, employ different strategies to process unce
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Xu, Degang. "Incomplete data chain for food safety traceability method." International Journal of Wireless and Mobile Computing 12, no. 2 (2017): 124. http://dx.doi.org/10.1504/ijwmc.2017.084179.

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Campos, Julio Garrido, and Luis Rodriguez Miguez. "Manufacturing traceability data management in the supply chain." International Journal of Information Technology and Management 8, no. 3 (2009): 321. http://dx.doi.org/10.1504/ijitm.2009.024608.

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Zhao, Shoucai, Lifeng Cao, Jinhui Li, Jiling Wan, and Jinlong Bai. "Cross-Domain Data Traceability Mechanism Based on Blockchain." Computers, Materials & Continua 76, no. 2 (2023): 2531–49. http://dx.doi.org/10.32604/cmc.2023.040776.

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