Harnessing Big Data in Food Safety / Food Microbiology and Food Safety (PDF)
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Food safety and quality related data are being generated in large volumes and from a variety of sources such as farms, processors, retailers, government organizations, and other industries. The editors have included examples of how big data can be used in the fields of bacteriology, virology and mycology to improve food safety. Additional chapters detail how the big data sources are aggregated and used in food safety and quality areas such as food spoilage and quality deterioration along the supply chain, food supply chain traceability, as well as policy and regulations. The volume also contains solutions to address standardization, data interoperability, and other data governance and data related technical challenges. Furthermore, this volume discusses how the application of machine-learning has successfully improved the speed and/or accuracy of many processes in the food supply chain, and also discusses some of the inherent challenges. Included in this volume as well is a practical example of the digital transformation that happened in Dubai, with a particular emphasis on how data is enabling better decision-making in food safety. To complete this volume, researchers discuss how although big data is and will continue to be a major disruptor in the area of food safety, it also raises some important questions with regards to issues such as security/privacy, data control and data governance, all of which must be carefully considered by governments and law makers.
Dr. Rozita Dara is the Principal Investigator of Data Management and Privacy Governance research program at the University of Guelph. Her research interest includes data analytics and data governance with a focus on digital agriculture. She current research projects include food safety, verification, and traceability including data standardization and interoperability and digital agri-food platforms.
Dr. Ronholm is an Assistant Professor in agricultural microbiology in the Faculty of Agricultural and Environmental Sciences at McGill University. She is a William Dawson Scholar. Her research focuses on defining the composition of healthy microbiomes in livestock species and devising strategies to optimize the livestock microbiome to resist bacterial infections.
- 2022, 1st ed. 2023, 162 Seiten, Englisch
- Herausgegeben: Jeffrey Farber, Rozita Dara, Jennifer Ronholm
- Verlag: Springer International Publishing
- ISBN-10: 3031071794
- ISBN-13: 9783031071799
- Erscheinungsdatum: 23.11.2022
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