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Using Natural Language Processing and Artificial Intelligence to Explore the Nutrition and Sustainability of Recipes and Food

Authors :
Marieke van Erp
Christian Reynolds
Diana Maynard
Alain Starke
Rebeca Ibáñez Martín
Frederic Andres
Maria C. A. Leite
Damien Alvarez de Toledo
Ximena Schmidt Rivera
Christoph Trattner
Steven Brewer
Carla Adriano Martins
Alana Kluczkovski
Angelina Frankowska
Sarah Bridle
Renata Bertazzi Levy
Fernanda Rauber
Jacqueline Tereza da Silva
Ulbe Bosma
Source :
Frontiers in Artificial Intelligence, Vol 3 (2021)
Publication Year :
2021
Publisher :
Frontiers Media S.A., 2021.

Abstract

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-the-art and some use cases, followed by a discussion of challenges. Our perspective on addressing these is that while they typically have a technical nature, they nevertheless require an interdisciplinary approach combining natural language processing and artificial intelligence with expert domain knowledge to create practical tools and comprehensive analysis for the food domain.

Details

Language :
English
ISSN :
26248212
Volume :
3
Database :
Directory of Open Access Journals
Journal :
Frontiers in Artificial Intelligence
Publication Type :
Academic Journal
Accession number :
edsdoj.8a58bc25643409e8bf43faf94f67865
Document Type :
article
Full Text :
https://doi.org/10.3389/frai.2020.621577