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 …

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 …

Large-scale diet tracking data reveal disparate associations between food environment and diet

T Althoff, H Nilforoshan, J Hua, J Leskovec - Nature communications, 2022 - nature.com
An unhealthy diet is a major risk factor for chronic diseases including cardiovascular
disease, type 2 diabetes, and cancer,,–. Limited access to healthy food options may …

On the interplay between educational attainment and nutrition: a spatially-aware perspective

NA Fard, GDF Morales, Y Mejova, R Schifanella - EPJ data science, 2021 - epjds.epj.org
Food choices are an integral part of wellbeing and longevity, yet poor nutrition is responsible
for millions of deaths every year. Among the complex mosaic of determinants of food choices …

Using natural language processing and artificial intelligence to explore the nutrition and sustainability of recipes and food

M Van Erp, C Reynolds, D Maynard… - Frontiers in Artificial …, 2021 - frontiersin.org
In this paper, we discuss the use of natural language processing and artificial intelligence to
analyze nutritional and sustainability aspects of recipes and food. We present the state-of …

Obesity and the built environment: a reappraisal

A Drewnowski, J Buszkiewicz, A Aggarwal, C Rose… - …, 2020 - Wiley Online Library
The built environment (BE) has been viewed as an important determinant of health.
Numerous studies have linked BE exposure, captured using a variety of methods, to diet …

Polyphenols and cardiometabolic health: Knowledge and concern among Romanian people

IM Haș, BE Teleky, DC Vodnar, BE Ștefănescu, DM Tit… - Nutrients, 2023 - mdpi.com
The cardiometabolic health of the population is a crucial indicator of public health,
considering the significant impact of cardiovascular disease (CVD) and diabetes on global …

Effect of mobile food environments on fast food visits

B García Bulle Bueno, AL Horn, BM Bell… - Nature …, 2024 - nature.com
Poor diets are a leading cause of morbidity and mortality. Exposure to low-quality food
environments saturated with fast food outlets is hypothesized to negatively impact diet …

Crime, inequality and public health: a survey of emerging trends in urban data science

M Luca, GM Campedelli, S Centellegher… - Frontiers in Big …, 2023 - frontiersin.org
Urban agglomerations are constantly and rapidly evolving ecosystems, with globalization
and increasing urbanization posing new challenges in sustainable urban development well …

[图书][B] Sensehacking: How to use the power of your senses for happier, healthier living

C Spence - 2021 - books.google.com
The world expert in multisensory perception on the remarkable ways we can use our senses
to lead richer lives' Talks total sense, lots of fun facts, right up there with the best of the …