The fourth industrial revolution in the food industry—Part I: Industry 4.0 technologies

A Hassoun, A Aït-Kaddour… - Critical Reviews in …, 2023 - Taylor & Francis
Climate change, the growth in world population, high levels of food waste and food loss, and
the risk of new disease or pandemic outbreaks are examples of the many challenges that …

Application of machine learning to the monitoring and prediction of food safety: A review

X Wang, Y Bouzembrak, AO Lansink… - … Reviews in Food …, 2022 - Wiley Online Library
Abstract Machine learning (ML) has proven to be a useful technology for data analysis and
modeling in a wide variety of domains, including food science and engineering. The use of …

[HTML][HTML] Big Data in food safety-A review

C Jin, Y Bouzembrak, J Zhou, Q Liang… - Current Opinion in Food …, 2020 - Elsevier
The massive rise of Big Data generated from smartphones, social media, Internet of Things
(IoT), and multimedia, has produced an overwhelming flow of data in either structured or …

Utilization of text mining as a big data analysis tool for food science and nutrition

D Tao, P Yang, H Feng - … reviews in food science and food …, 2020 - Wiley Online Library
Big data analysis has found applications in many industries due to its ability to turn huge
amounts of data into insights for informed business and operational decisions. Advanced …

[HTML][HTML] State of the art review of Big Data and web-based Decision Support Systems (DSS) for food safety risk assessment with respect to climate change

G Talari, E Cummins, C McNamara, J O'Brien - Trends in Food Science & …, 2022 - Elsevier
Technology is being developed to handle vast amounts of complex data from diverse
sources. The terms" Big Data" and" Decision Support Systems"(DSS) refer to computerised …

Opportunities and challenges for big data in agricultural and environmental analysis

A Weersink, E Fraser, D Pannell… - Annual Review of …, 2018 - annualreviews.org
Agriculture stands on the cusp of a digital revolution, and the same technologies that created
the Internet and are transforming medicine are now being applied in our farms and on our …

Implementation of relevant fourth industrial revolution innovations across the supply chain of fruits and vegetables: A short update on Traceability 4.0

A Hassoun, S Kamiloglu, G Garcia-Garcia… - Food Chemistry, 2023 - Elsevier
Food Traceability 4.0 refers to the application of fourth industrial revolution (or Industry 4.0)
technologies to ensure food authenticity, safety, and high food quality. Growing interest in …

Application of blockchain technology in food safety control: current trends and future prospects

Y Xu, X Li, X Zeng, J Cao, W Jiang - Critical reviews in food science …, 2022 - Taylor & Francis
Blockchain technology is a distributed ledger technology and is expected to face some
difficulties and challenges in various industries due to its transparency, decentralization …

Emerging applications of machine learning in food safety

X Deng, S Cao, AL Horn - Annual Review of Food Science and …, 2021 - annualreviews.org
Food safety continues to threaten public health. Machine learning holds potential in
leveraging large, emerging data sets to improve the safety of the food supply and mitigate …

[HTML][HTML] Alternative proteins and EU food law

A Lähteenmäki-Uutela, M Rahikainen, A Lonkila… - Food Control, 2021 - Elsevier
We ask how European food law impacts the transformative potential of alternative proteins,
including single-cell proteins, plant-based novel proteins, cultured meat, macroalgae, and …