A survey on food computing

W Min, S Jiang, L Liu, Y Rui, R Jain - ACM Computing Surveys (CSUR), 2019 - dl.acm.org
Food is essential for human life and it is fundamental to the human experience. Food-related
study may support multifarious applications and services, such as guiding human behavior …

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 …

Evidence from internet search data shows information-seeking responses to news of local COVID-19 cases

AI Bento, T Nguyen, C Wing… - Proceedings of the …, 2020 - National Acad Sciences
The COVID-19 outbreak is a global pandemic with community circulation in many countries,
including the United States, with confirmed cases in all states. The course of this pandemic …

You tweet what you eat: Studying food consumption through twitter

S Abbar, Y Mejova, I Weber - Proceedings of the 33rd annual acm …, 2015 - dl.acm.org
Food is an integral part of our lives, cultures, and well-being, and is of major interest to
public health. The collection of daily nutritional data involves kee** detailed diaries or …

Screenomics: A Framework to Capture and Analyze Personal Life Experiences and the Ways that Technology Shapes Them

B Reeves, N Ram, TN Robinson… - Human–Computer …, 2021 - Taylor & Francis
Digital experiences capture an increasingly large part of life, making them a preferred, if not
required, method to describe and theorize about human behavior. Digital media also shape …

Exploiting food choice biases for healthier recipe recommendation

D Elsweiler, C Trattner, M Harvey - … of the 40th international acm sigir …, 2017 - dl.acm.org
By incorporating healthiness into the food recommendation/ranking process we have the
potential to improve the eating habits of a growing number of people who use the Internet as …

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 …

Investigating the healthiness of internet-sourced recipes: implications for meal planning and recommender systems

C Trattner, D Elsweiler - … of the 26th international conference on world …, 2017 - dl.acm.org
Food recommenders have the potential to positively influence the eating habits of users. To
achieve this, however, we need to understand how healthy recommendations are and the …

Measuring vaccination coverage and concerns of vaccine holdouts from web search logs

S Chang, A Fourney, E Horvitz - Nature Communications, 2024 - nature.com
To design effective vaccine policies, policymakers need detailed data about who has been
vaccinated, who is holding out, and why. However, existing data in the US are insufficient …

Food recommender systems: important contributions, challenges and future research directions

C Trattner, D Elsweiler - arxiv preprint arxiv:1711.02760, 2017 - arxiv.org
The recommendation of food items is important for many reasons. Attaining cooking
inspiration via digital sources is becoming evermore popular; as are systems, which …