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137 Results Found

  • Article
  • Open Access
1 Citations
2,907 Views
12 Pages

Multimodal Recipe Recommendation with Heterogeneous Graph Neural Networks

  • Ruiqi Ouyang,
  • Haodong Huang,
  • Weihua Ou and
  • Qilong Liu

19 August 2024

Recipe recommendation is the process of recommending suitable recipes to users based on factors such as user preferences and dietary needs. Recipes typically involve multiple modalities, with text and images being common, while most typical recipe re...

  • Article
  • Open Access
2 Citations
3,104 Views
18 Pages

Multi-Level Knowledge-Aware Contrastive Learning Network for Personalized Recipe Recommendation

  • Zijian Bai,
  • Yinfeng Huang,
  • Suzhi Zhang,
  • Pu Li,
  • Yuanyuan Chang and
  • Xiang Lin

14 December 2022

Personalized recipe recommendation is attracting more and more attention, which can help people make choices from the exploding growth of online food information. Unlike other recommendation tasks, the target of recipe recommendation is a non-atomic...

  • Article
  • Open Access
2 Citations
2,045 Views
14 Pages

Dynamic Personalized Recipe Recommendations Based on Facial Health Recognition

  • Yecheng Lao,
  • Chang Su,
  • Bolin Chen,
  • Yong Li,
  • Jia Shi and
  • Haoming Fang

24 May 2024

Nowadays, the demand for more personalized healthy food recipes is increasing over time, but traditional personalized recipe recommendation systems often tend to overlook the differences that exist in different users’ health conditions. This pa...

  • Article
  • Open Access
1 Citations
3,938 Views
37 Pages

Pic2Plate: A Vision-Language and Retrieval-Augmented Framework for Personalized Recipe Recommendations

  • Yosua Setyawan Soekamto,
  • Andreas Lim,
  • Leonard Christopher Limanjaya,
  • Yoshua Kaleb Purwanto,
  • Suk-Ho Lee and
  • Dae-Ki Kang

14 January 2025

Choosing nutritious foods is essential for daily health, but finding recipes that match available ingredients and dietary preferences can be challenging. Traditional recommendation methods often lack personalization and accurate ingredient recognitio...

  • Article
  • Open Access
6 Citations
9,540 Views
13 Pages

Healthy Personalized Recipe Recommendations for Weekly Meal Planning

  • Konstantinos Zioutos,
  • Haridimos Kondylakis and
  • Kostas Stefanidis

20 December 2023

Nowadays, in the pursuit of personalized health and well-being, dietary choices are critical. This paper introduces a novel recommendation system designed to provide users with personalized meal plans, consisting of breakfast, lunch, snack, and dinne...

  • Article
  • Open Access
12 Citations
19,631 Views
19 Pages

RecipeIS—Recipe Recommendation System Based on Recognition of Food Ingredients

  • Miguel Simões Rodrigues,
  • Filipe Fidalgo and
  • Ângela Oliveira

5 July 2023

Currently, food waste is a global concern, a problem that arises mainly at the consumption level and generates environmental, economic, and social impacts. One way to reduce the food waste problem is to use the food we already have at home. However,...

  • Article
  • Open Access
1 Citations
1,686 Views
47 Pages

29 September 2025

Recipes available on the web often lack nutritional transparency and clear indicators of dietary suitability. While searching by title is straightforward, exploring recipes that meet combined dietary needs, nutritional goals, and ingredient-level pre...

  • Article
  • Open Access
11 Citations
8,367 Views
21 Pages

Chef Dalle: Transforming Cooking with Multi-Model Multimodal AI

  • Brendan Hannon,
  • Yulia Kumar,
  • J. Jenny Li and
  • Patricia Morreale

In an era where dietary habits significantly impact health, technological interventions can offer personalized and accessible food choices. This paper introduces Chef Dalle, a recipe recommendation system that leverages multi-model and multimodal hum...

  • Proceeding Paper
  • Open Access
1,328 Views
8 Pages

11 September 2025

Automated food item recognition and recipe recommendation systems have gained increasing importance in dietary management and culinary applications. Recent advancements in Computer Vision, particularly in object detection, classification, and image s...

  • Review
  • Open Access
5 Citations
3,563 Views
23 Pages

A Survey of the Applications of Text Mining for the Food Domain

  • Shufeng Xiong,
  • Wenjie Tian,
  • Haiping Si,
  • Guipei Zhang and
  • Lei Shi

25 April 2024

In the food domain, text mining techniques are extensively employed to derive valuable insights from large volumes of text data, facilitating applications such as aiding food recalls, offering personalized recipes, and reinforcing food safety regulat...

  • Article
  • Open Access
13 Citations
8,334 Views
10 Pages

23 June 2016

Many consumers do not follow recommended food safety practices for cooking egg dishes, such as pies, quiches, and casseroles, potentially leading to foodborne illnesses such as Salmonellosis. The United States Department of Agriculture (USDA) recomme...

  • Article
  • Open Access
3 Citations
2,495 Views
10 Pages

Case Study: Free Lunch Meals Provision during the Remote Learning Conditions

  • Ilze Beitane,
  • Zanda Kruma,
  • Tatjana Kince,
  • Martins Sabovics,
  • Sandra Iriste,
  • Sandra Muizniece-Brasava,
  • Jekaterina Bujaka,
  • Sintija Strode and
  • Inga Ciprovica

12 February 2021

School meals for grade 1 to 4 pupils in Latvia are financed by the government, but with the onset of the COVID-19 pandemic in March 2020, and following the remote learning process, there were problems related to the delivery of these meals for pupils...

  • Review
  • Open Access
42 Citations
24,105 Views
27 Pages

Artificial Intelligence and Machine Learning Technologies for Personalized Nutrition: A Review

  • Dimitris Tsolakidis,
  • Lazaros P. Gymnopoulos and
  • Kosmas Dimitropoulos

Modern lifestyle trends, such as sedentary behaviour and unhealthy diets, have been associated with obesity, a major health challenge increasing the risk of multiple pathologies. This has prompted many to reassess their routines and seek expert guida...

  • Article
  • Open Access
13 Citations
6,037 Views
14 Pages

A Disaggregation Methodology to Estimate Intake of Added Sugars and Free Sugars: An Illustration from the UK National Diet and Nutrition Survey

  • Birdem Amoutzopoulos,
  • Toni Steer,
  • Caireen Roberts,
  • Darren Cole,
  • David Collins,
  • Dove Yu,
  • Tabitha Hawes,
  • Suzanna Abraham,
  • Sonja Nicholson and
  • Ruby Baker
  • + 1 author

28 August 2018

Various and inconsistent definitions for free and added sugars are used in the consideration and assessment of dietary intakes across public health, presenting challenges for nutritional surveillance, research, and policy. Furthermore, analytical met...

  • Article
  • Open Access
17 Citations
5,144 Views
20 Pages

Food Recommendations for Reducing Water Footprint

  • Ignazio Gallo,
  • Nicola Landro,
  • Riccardo La Grassa and
  • Andrea Turconi

24 March 2022

Most existing food-related research efforts focus on recipe retrieval, user preference-based food recommendation, kitchen assistance, or nutritional and caloric estimation of dishes, ignoring personalized and conscious food recommendations resources...

  • Article
  • Open Access
26 Citations
10,309 Views
22 Pages

Health-Aware Food Recommendation Based on Knowledge Graph and Multi-Task Learning

  • Yi Chen,
  • Yandi Guo,
  • Qiuxu Fan,
  • Qinghui Zhang and
  • Yu Dong

22 May 2023

Current food recommender systems tend to prioritize either the user’s dietary preferences or the healthiness of the food, without considering the importance of personalized health requirements. To address this issue, we propose a novel approach...

  • Brief Report
  • Open Access
3,009 Views
8 Pages

Salt-Containing Recipes in Popular Magazines with the Highest Circulation in the United States Do Not Specify Iodized Salt in the Ingredient List

  • Josephine Uerling,
  • Emily Nieckula,
  • Katarina Mico,
  • Arantxa Bonifaz Rosas,
  • Emmie Cohen and
  • Helena Pachón

Iodine deficiency is a public health problem in the US, with the iodine status of women of reproductive age decreasing in recent years. This may be attributable to voluntary salt iodization in the US. Magazines, a common source of recipes and nutriti...

  • Article
  • Open Access
22 Citations
7,400 Views
14 Pages

How Low-Income Mothers Select and Adapt Recipes and Implications for Promoting Healthy Recipes Online

  • Lauren N. Tobey,
  • Christine Mouzong,
  • Joyce Senior Angulo,
  • Sally Bowman and
  • Melinda M. Manore

5 February 2019

We describe a 5-year (2011–2015) qualitative evaluation to refine the content/delivery of the Food Hero social marketing campaign recipes to low-income mothers. Objectives were to: (1) identify characteristics looked for in recipes; (2) determi...

  • Article
  • Open Access
1 Citations
3,514 Views
13 Pages

Analysis of Recipes Shared as ‘Healthy’ in a Popular Brazilian Website: A Cross-Sectional Study

  • Anice Milbratz de Camargo,
  • Alyne Michelle Botelho,
  • Gabriella Beatriz Irmão and
  • Giovanna Medeiros Rataichesck Fiates

Cooking is crucial to the achievement of healthy eating habits, and the internet, as host of culinary recipes websites, is a medium for the dissemination of cooking-related content. Research has revealed that most recipes available on internet sites...

  • Article
  • Open Access
6 Citations
4,565 Views
7 Pages

9 August 2018

Research has shown that consumers use unsafe food handling practices when preparing poultry, which can increase the risk of foodborne illness such as salmonellosis or campylobacteriosis. Recipes from cookbooks, magazines, and the internet commonly ar...

  • Article
  • Open Access
5 Citations
6,333 Views
16 Pages

25 September 2019

Growing evidence exists for the benefits of adequate infant and young children feeding (IYCF) practices at the weaning stage (≥ 6 months), including optimal growth, building the immune system, cognitive development, healthy food preferences, and r...

  • Article
  • Open Access
8 Citations
3,435 Views
14 Pages

SousChef System for Personalized Meal Recommendations: A Validation Study

  • David Ribeiro,
  • Telmo Barbosa,
  • Jorge Ribeiro,
  • Filipe Sousa,
  • Elsa F. Vieira,
  • Marlos Silva and
  • Ana Silva

11 January 2022

Nutrition is an essential part of our life. A healthy diet can help to prevent several chronic diseases like diabetes, obesity, cancer, and cardiovascular diseases, being influenced by social, cultural, and economic factors. Meal recommender systems...

  • Article
  • Open Access
2 Citations
2,993 Views
16 Pages

1 March 2024

Recurrent foodborne outbreaks associated with low-moisture foods prompted this study to evaluate apple-handling practices presented in apple-drying recipes available to United States consumers, and to explore the food safety implications of the recip...

  • Article
  • Open Access
5 Citations
3,094 Views
12 Pages

Correlations between Convenience Cooking Product Use and Vegetable Intake

  • Natasha Brasington,
  • Tamara Bucher and
  • Emma L. Beckett

17 February 2022

Australians’ vegetable intakes are low, and strategies are needed for improvement. Popular convenience cooking products (meal bases and recipe bases, ready-made marinades, and convenience cooking sauces) address common cooking and vegetable con...

  • Article
  • Open Access
2 Citations
4,953 Views
19 Pages

13 October 2022

Food recipe sharing sites are becoming increasingly popular among people who want to learn how to cook or plan their menu. Through online food recipes, individuals can select ingredients that suit their lifestyle and health condition. Information fro...

  • Article
  • Open Access
36 Citations
9,742 Views
10 Pages

5 October 2018

Food blogs are an increasingly popular source of information about food and nutrition. There is a perception that foods published on clean eating blogs, which promote unprocessed foods, are healthier than comparable foods without these claims. Howeve...

  • Article
  • Open Access
8 Citations
4,732 Views
27 Pages

Nutrition-Related Knowledge Graph Neural Network for Food Recommendation

  • Wenming Ma,
  • Mingqi Li,
  • Jian Dai,
  • Jianguo Ding,
  • Zihao Chu and
  • Hao Chen

5 July 2024

Food recommendation systems are becoming increasingly vital in modern society, given the fast-paced lifestyle and diverse dietary habits. Existing research and implemented solutions often rely on user preferences and past behaviors for recommendation...

  • Article
  • Open Access
1 Citations
2,287 Views
28 Pages

18 April 2025

Navigating cross-cultural food choices is complex, influenced by cultural nuances and various factors, with flavor playing a crucial role. Understanding cultural flavor preferences helps individuals make informed food choices in cross-cultural contex...

  • Opinion
  • Open Access
10 Citations
4,014 Views
8 Pages

22 May 2022

Water footprint is a new tool for assessing sustainability in terms of water use. Researchers are devising new applications that use water footprint, one of which is focused on comparing the water requirements of individual diets. Systems have been p...

  • Article
  • Open Access
11 Citations
6,601 Views
11 Pages

19 May 2021

Background: Most Australians do not meet vegetable intake recommendations. Vegetables are most often consumed in evening meals. However, they often require preparation and therefore cooking skills. Convenience cooking products such as meal bases/conc...

  • Article
  • Open Access
894 Views
33 Pages

Development of a Functional Granola Enriched with Cranberry (Vaccinium macrocarpon, cv. Ben Lear) Extract: Formulation and Sensory Assessment

  • Zilikha Moldakulova,
  • Azhar Kerimbayeva,
  • Daniya Sabitova,
  • Makpal Baigaiypkyzy,
  • Togzhan Akhlan,
  • Asemkul Abdreeva,
  • Aizhan Serikova,
  • Meruyet Baiysbayeva and
  • Galiya Iskakova

26 August 2025

The aim of this study was to develop a scientifically substantiated recipe for the functional food granola using plant-derived ingredients selected for their nutritional value and functional properties. The proposed multi-component granola, comprised...

  • Article
  • Open Access
6 Citations
2,744 Views
19 Pages

Gelatin-Based Liver Phantoms for Training Purposes: A Cookbook Approach

  • Radu Claudiu Elisei,
  • Florin Graur,
  • Amir Szold,
  • Andreas Melzer,
  • Sever Cãlin Moldovan,
  • Mihai Motrescu,
  • Emil Moiş,
  • Cãlin Popa,
  • Doina Pîsla and
  • Cãlin Vaida
  • + 3 authors

12 June 2024

Background: Patients with liver pathology benefit from image-guided interventions. Training for interventional procedures is recommended to be performed on liver phantoms until a basic proficiency is reached. In the last 40 years, several attempts ha...

  • Review
  • Open Access
17 Citations
8,239 Views
13 Pages

Systematic Review of Nutritional Recommendation Systems

  • Iñigo Orue-Saiz,
  • Miguel Kazarez and
  • Amaia Mendez-Zorrilla

17 December 2021

In recent years, the promotion of healthy habits, and especially diet-oriented habits, has been one of the priority interests of our society. There are many apps created to count calories based on what we eat, or to estimate calorie consumption accor...

  • Article
  • Open Access
894 Views
19 Pages

Easily Implementable Dietary Improvement Using Recipes: Analytical Method Applied to a Specific Region in Japan

  • Makoto Hazama,
  • Akiko Oda,
  • Tamae Shimawaki,
  • Naohito Ito,
  • Mari Maeda-Yamamoto and
  • Jun Nishihira

8 May 2025

Background/Objectives: Improving one’s diet for the purpose of promoting health is constrained by people’s ingrained eating habits, as the eating patterns that align with their established habits do not necessarily correspond to a healthy...

  • Review
  • Open Access
1,072 Views
22 Pages

Challenges and Disadvantages of PVA-Based Media Application in Wastewater Treatment: A Mini-Review

  • Tamás Kloknicer,
  • Anita Szabó,
  • Dániel Benjámin Sándor and
  • Genoveva Filipcsei

In this mini-review, we compiled various types of Polyvinyl-alcohol-based hydrogel construction recipes and methodologies, categorizing them based on their added materials or production methods for wastewater applications. This classification is vita...

  • Article
  • Open Access

11 December 2025

Food ingredient prediction from images is a challenging multi-label classification task with significant applications in dietary assessment and automated recipe recommendation systems. This task is particularly difficult due to highly imbalanced clas...

  • Viewpoint
  • Open Access
81 Citations
7,156 Views
6 Pages

18 January 2018

Antibiotic combinations are preferred for the treatment of periodontal diseases, with the aim of hitting the bacterial flora, according to its characteristics—aerobic, anaerobic, gram-negative, and gram-positive—with certain antibiotics that act on c...

  • Article
  • Open Access
5 Citations
2,755 Views
17 Pages

Highlighting the Characteristics of Roman Mortars from Ovidiu’s Quadriburgium Archaeological Site, Romania

  • Nicolae Costin Mociu,
  • Carmen Elena Maftei,
  • Ionela Carazeanu Popovici,
  • Georgeta Voicu,
  • Constantin Buta and
  • Madalina Stanescu

This study examines the mortar materials used in the construction of the walls at the Archaeological Roman Fortification site (Ovidiu, Romania) on the shore of Siutghiol Lake. Several analyses were conducted to determine the mortars’ basic phys...

  • Review
  • Open Access
9 Citations
10,005 Views
44 Pages

Background: The use of herbal extracts as the source of antioxidant substances capable of neutralizing free radicals and providing protection from ionizing radiation appears to be an alternative therapy for radiodermatitis. As concerns the prevention...

  • Article
  • Open Access
6 Citations
3,456 Views
10 Pages

Assessment of the Possibility of Using Poppy Seed Cake for the Production of Oat Cookies

  • Agata Blicharz-Kania,
  • Agnieszka Starek-Wójcicka and
  • Dariusz Andrejko

4 October 2022

The aim of the study was to investigate the properties of oat cookies fortified with poppy seed cake. The modification of the recipe and the supplementation with the by-product improved the nutritional value and maintained the overall sensory accepta...

  • Article
  • Open Access
1,123 Views
8 Pages

Treatment diets in Estonian health care institutions

  • Liidia Kiisk,
  • Helje Kaarma and
  • Mai Ots

27 January 2008

New system and nomenclature of diets for Estonian health care institutions have been developed in the university hospital based on theoretical and practical experience obtained over several years of cooperation with medical scientists from different...

  • Article
  • Open Access
22 Citations
8,394 Views
17 Pages

Ontology-Based Nutritional Recommender System

  • Dexon Mckensy-Sambola,
  • Miguel Ángel Rodríguez-García,
  • Francisco García-Sánchez and
  • Rafael Valencia-García

24 December 2021

Obesity is considered an epidemic that is continuously growing around the world. Heart diseases, diabetes, and bone and joint diseases are some of the diseases that people who are overweight or obese can develop. One of the vital causes of those diso...

  • Article
  • Open Access
16 Citations
10,383 Views
18 Pages

Augmented Reality Based Interactive Cooking Guide

  • Isaias Majil,
  • Mau-Tsuen Yang and
  • Sophia Yang

28 October 2022

Cooking at home is a critical survival skill. We propose a new cooking assistance system in which a user only needs to wear an all-in-one augmented reality (AR) headset without having to install any external sensors or devices in the kitchen. Utilizi...

  • Article
  • Open Access
3 Citations
8,840 Views
18 Pages

Daily Amount of Purine in Commonly Recommended Well-Balanced Diets in Japan and Overseas

  • Kiyoko Kaneko,
  • Keito Tsuruga,
  • Fukue Takayanagi,
  • Tomoko Fukuuchi,
  • Noriko Yamaoka,
  • Reiko Seki and
  • Shin Fujimori

27 November 2024

Background/Objectives: A low purine diet has been recommended for patients with gout and hyperuricemia, but there are concerns about excessive carbohydrates and a lack of protein. A well-balanced diet in accordance with general dietary guidelines is...

  • Article
  • Open Access
11 Citations
3,541 Views
19 Pages

10 March 2022

This study focuses on the possibility of using germinated lupine flour (GLF) in the breadmaking process in order to improve dough rheology and bread characteristics. For this purpose, different levels (0%, 5%, 10%, 15% and 20%) of germinated lupine f...

  • Feature Paper
  • Article
  • Open Access
7 Citations
3,740 Views
13 Pages

11 June 2020

Bakery products are one of the main sources of dietary sodium intake of the world’s population. During the last decade, sodium intake has increased worldwide and nowadays the World Health Organization recommends reducing sodium intake by up to...

  • Perspective
  • Open Access
15 Citations
5,115 Views
12 Pages

Healthy Teleworking: Towards Personalized Exercise Recommendations

  • Maricarmen Almarcha,
  • Natàlia Balagué and
  • Carlota Torrents

15 March 2021

Home-based teleworking, associated with sedentary behavior, may impair self-reported adult health status. Current exercise recommendations, based on universal recipes, may be insufficient or even misleading to promote healthy teleworking. From the Ne...

  • Article
  • Open Access
27 Citations
7,315 Views
19 Pages

19 July 2022

Climate change impacts have been extensively addressed in academia, politics and industry for decades. However, particularly within the scientific community, the importance of considering further impact categories to ensure holistic environmental ass...

  • Article
  • Open Access
3 Citations
3,696 Views
20 Pages

A Hybrid Group-Based Food Recommender Framework for Handling Overlapping Memberships

  • Rao Naveed Bin Rais,
  • Muhammad Noman,
  • Osman Khalid and
  • Imran A. Khan

4 July 2024

Recommender systems (RSs) play a pivotal role in mitigating information overload by aiding individuals or groups in discovering relevant and personalized information. An individual’s food preferences may vary when dining with friends compared t...

  • Article
  • Open Access
4 Citations
3,947 Views
16 Pages

22 August 2020

The goal of this study is to provide a model of high-performing small and medium-sized companies to address the new environmental challenges in traditional manufacturing industries. Adopting a configurational logic and following an inductive approach...

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