Recommender systems in the healthcare domain: state-of-the-art and research issues

TNT Tran, A Felfernig, C Trattner… - Journal of Intelligent …, 2021 - Springer
Nowadays, a vast amount of clinical data scattered across different sites on the Internet
hinders users from finding helpful information for their well-being improvement. Besides, the …

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 …

A prediction and recommendation system for diabetes mellitus using XAI-based lime explainer

P Nagaraj, V Muneeswaran… - … Computing and Data …, 2022 - ieeexplore.ieee.org
Diabetes Mellitus is a chronic disease and many people have been affected by this disease.
Early diabetes prognosis can lead to improved treatment for the victims. Data mining …

A systematic review on food recommender systems for diabetic patients

R Yera, AA Alzahrani, L Martínez… - International Journal of …, 2023 - mdpi.com
Recommender systems are currently a relevant tool for facilitating access for online users, to
information items in search spaces overloaded with possible options. With this goal in mind …

OMDP: An ontology-based model for diagnosis and treatment of diabetes patients in remote healthcare systems

L Chen, D Lu, M Zhu, M Muzammal… - International …, 2019 - journals.sagepub.com
Millions of adults have diabetes across the globe and the overall cost for managing diabetic
patients has reached up to approximately 250 million. A major constraint in existing ontology …

[HTML][HTML] A survey on automated food monitoring and dietary management systems

V Bruno, S Resende, C Juan - Journal of health & medical …, 2017 - ncbi.nlm.nih.gov
Healthy diet with balanced nutrition is key to the prevention of life-threatening diseases such
as obesity, cardiovascular disease, and cancer. Recent advances in smartphone and …

Personalization of wellness recommendations using contextual interpretation

M Afzal, SI Ali, R Ali, M Hussain, T Ali, WA Khan… - Expert Systems with …, 2018 - Elsevier
A huge array of personalized healthcare and wellness systems are introduced into the
portfolio of digital health and quantified-self movement in recent years. These systems share …

Construction of recipe knowledge graph based on user knowledge demands

J Cui, X Zhang, D Zheng - Journal of Information Science, 2023 - journals.sagepub.com
Building a recipe knowledge graph from the perspective of user knowledge demands can
provide users with accurate and efficient retrieval results and recipes. Relatively a few …

A hybrid framework for a comprehensive physical activity and diet recommendation system

SI Ali, MB Amin, S Kim, S Lee - … and Health Telematics, Designing a Better …, 2018 - Springer
The quantified self-movement has gained a lot of traction, recently. In this regard, research in
personalized wellness support systems has increased. Most of the recommender systems …

[HTML][HTML] A mobile-based diet monitoring system for obesity management

BVR e Silva, MG Rad, J Cui, M McCabe… - Journal of health & …, 2018 - ncbi.nlm.nih.gov
Personal diet management is key to fighting the obesity epidemic. Recent advances in
smartphones and wearable sensor technologies have empowered automated food …