Data Science in the Food Industry
- 20 July 2021
- journal article
- research article
- Published by Annual Reviews in Annual Review of Biomedical Data Science
- Vol. 4 (1) , 341-367
Abstract
Food safety is one of the main challenges of the agri-food industry that is expected to be addressed in the current environment of tremendous technological progress, where consumers’ lifestyles and preferences are in a constant state of flux. Food chain transparency and trust are drivers for food integrity control and for improvements in efficiency and economic growth. Similarly, the circular economy has great potential to reduce wastage and improve the efficiency of operations in multi-stakeholder ecosystems. Throughout the food chain cycle, all food commodities are exposed to multiple hazards, resulting in a high likelihood of contamination. Such biological or chemical hazards may be naturally present at any stage of food production, whether accidentally introduced or fraudulently imposed, risking consumers’ health and their faith in the food industry. Nowadays, a massive amount of data is generated, not only from the next generation of food safety monitoring systems and along the entire food chain (primary production included) but also from the Internet of things, media, and other devices. These data should be used for the benefit of society, and the scientific field of data science should be a vital player in helping to make this possible.Keywords
This publication has 135 references indexed in Scilit:
- Genome Sequences of Listeria monocytogenes Serotype 4b Variant Strains Isolated from Clinical and Environmental SourcesMicrobiology Resource Announcements, 2013
- Improved Maturity and Ripeness Classifications of Magnifera Indica cv. Harumanis Mangoes through Sensor Fusion of an Electronic Nose and Acoustic SensorSensors, 2012
- Evaluating variability and uncertainty separately in microbial quantitative risk assessment using two R packagesInternational Journal of Food Microbiology, 2010
- Early detection of microbial contamination in processed tomatoes by electronic noseFood Control, 2009
- The World Bank on ‘agriculture for development’: a failure of imagination or the power of ideology?The Journal of Peasant Studies, 2009
- A general SNP-based molecular barcode for Plasmodium falciparum identification and trackingMalaria Journal, 2008
- Table olives volatile fingerprints: Potential of an electronic nose for quality discriminationSensors and Actuators B: Chemical, 2008
- Hyperspectral imaging combined with principal component analysis for bruise damage detection on white mushrooms (Agaricus bisporus)Journal of Chemometrics, 2008
- Developing sustainable food supply chainsPhilosophical Transactions of the Royal Society B: Biological Sciences, 2007
- Application of gas chromatography in food analysisTrAC Trends in Analytical Chemistry, 2002