Computational gastronomy: A data science approach to food

M Goel, G Bagler - Journal of Biosciences, 2022 - Springer
Cooking forms the core of our cultural identity other than being the basis of nutrition and
health. The increasing availability of culinary data and the advent of computational methods …

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 …

Computational gastronomy: capturing culinary creativity by making food computable

G Bagler, M Goel - NPJ Systems Biology and Applications, 2024 - nature.com
Cooking, a quintessential creative pursuit, holds profound significance for individuals,
communities, and civilizations. Food and cooking transcend mere sensory pleasure to …

Semantic modeling for food recommendation explanations

I Padhiar, O Seneviratne, S Chari… - 2021 IEEE 37th …, 2021 - ieeexplore.ieee.org
With the increased use of AI methods to provide recommendations in the health, specifically
dietary recommendation space, there is also an increased need for explainability of those …

What does it take to bake a cake? the RecipeRef corpus and anaphora resolution in procedural text

B Fang, T Baldwin, K Verspoor - 2022 - dclibrary.mbzuai.ac.ae
Procedural text contains rich anaphoric phenomena, yet has not received much attention in
NLP. To fill this gap, we investigate the textual properties of two types of procedural text …

Identifying ingredient substitutions using a knowledge graph of food

SS Shirai, O Seneviratne, ME Gordon… - Frontiers in Artificial …, 2021 - frontiersin.org
People can affect change in their eating patterns by substituting ingredients in recipes. Such
substitutions may be motivated by specific goals, like modifying the intake of a specific …

Biodiversity footprints of 151 popular dishes from around the world

EMY Cheng, CML Cheng, J Choo, Y Yan, LR Carrasco - Plos one, 2024 - journals.plos.org
Habitat loss for food production is a key threat to global biodiversity. Despite the importance
of dietary choices on our capacity to mitigate the on-going biodiversity crisis, unlike with …

A named entity based approach to model recipes

N Diwan, D Batra, G Bagler - 2020 IEEE 36th International …, 2020 - ieeexplore.ieee.org
Traditional cooking recipes follow a structure which can be modelled very well if the rules
and semantics of the different sections of the recipe text are analyzed and represented …

Ratatouille: A tool for novel recipe generation

M Goel, P Chakraborty, V Ponnaganti… - 2022 IEEE 38th …, 2022 - ieeexplore.ieee.org
Due to availability of a large amount of cooking recipes online, there is a growing interest in
using this as data to create novel recipes. Novel Recipe Generation is a problem in the field …

SMPT: A Semi-Supervised Multi-Model Prediction Technique for Food Ingredient Named Entity Recognition (FINER) Dataset Construction

KS Komariah, AT Purnomo, A Satriawan… - Informatics, 2023 - mdpi.com
To pursue a healthy lifestyle, people are increasingly concerned about their food
ingredients. Recently, it has become a common practice to use an online recipe to select the …