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Big Data technologies have the potential to revolutionize the
agriculture sector, in particular food safety and quality
practices. This book is designed to provide a foundational
understanding of various applications of Big Data in Food Safety.
Big Data requires the use of sophisticated approaches for cleaning,
processing and extracting useful information to improve
decision-making. The contributed volume reviews some of these
approaches and algorithms in the context of real-world food safety
studies. 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.
Currently, there is no one book or textbook that covers all aspects
of retail food safety. It is becoming apparent that a number of
issues relating to retail food safety have come to the forefront in
some jurisdictions of late. For example, a recent USDA risk
assessment has pointed out that issues occurring at USA retail
appear to be critical in terms of contamination of deli-meat. As
well, a large listeriosis outbreak in Quebec pointed to retail
cross-contamination as a key issue. In terms of sanitation, a
number of advances have been made, but these have not all been
synthesized together in one chapter, with a focus on retail. In
addition, the whole area of private standards and the Global Food
Safety Initiative (GFSI) have come to the forefront of late and
these as well will be explored in great detail. Other aspects
related to the safety of important food commodities such as
seafood, meat, produce and dairy will also be discussed and salient
areas addressed.
Currently, there is no one book or textbook that covers all aspects
of retail food safety. It is becoming apparent that a number of
issues relating to retail food safety have come to the forefront in
some jurisdictions of late. For example, a recent USDA risk
assessment has pointed out that issues occurring at USA retail
appear to be critical in terms of contamination of deli-meat. As
well, a large listeriosis outbreak in Quebec pointed to retail
cross-contamination as a key issue. In terms of sanitation, a
number of advances have been made, but these have not all been
synthesized together in one chapter, with a focus on retail. In
addition, the whole area of private standards and the Global Food
Safety Initiative (GFSI) have come to the forefront of late and
these as well will be explored in great detail. Other aspects
related to the safety of important food commodities such as
seafood, meat, produce and dairy will also be discussed and salient
areas addressed.
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