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 …

[HTML][HTML] A systematic review of nutrition recommendation systems: with focus on technical aspects

S Abhari, R Safdari, L Azadbakht… - Journal of biomedical …, 2019 - ncbi.nlm.nih.gov
Background: Nutrition informatics has become a novel approach for registered dietitians to
practice in this field and make a profit for health care. Recommendation systems considered …

[HTML][HTML] Drug recommendation system for diabetes using a collaborative filtering and clustering approach: development and performance evaluation

LF Granda Morales, P Valdiviezo-Diaz… - Journal of Medical …, 2022 - jmir.org
Background Diabetes is a public health problem worldwide. Although diabetes is a chronic
and incurable disease, measures and treatments can be taken to control it and keep the …

[PDF][PDF] Towards an Efficient Knowledge-based Recommendation System.

H El Bouhissi, M Adel, A Ketam, ABM Salem - IntelITSIS, 2021 - ceur-ws.org
With the emergence of the Internet, Recommendation Systems (RS) have emerged due to
their ability to manage a massive amount of information. RS plays a very important role in …

Food recommender systems

D Elsweiler, H Hauptmann, C Trattner - Recommender systems handbook, 2012 - Springer
The frequency with which people make food choices in everyday life means that
recommender systems may have an enormous potential to influence end users' lives. If …

[HTML][HTML] Designing and Evaluating a Nutrition Recommender System for Improving Food Security in a Developing Country

S Abhari, KB Lankarani, L Azadbakht… - Archives of Iranian …, 2023 - ncbi.nlm.nih.gov
Background: Due to the increased price of foods in recent years and the diminished food
security in Iran, nutrition recommender systems can suggest the most suitable and …

Improving the design of a recommendation system using evaluation criteria and metrics as a guide

AO Afolabi, P Toivanen - Journal of Systems and Information …, 2019 - emerald.com
Purpose The roles recommendation systems play in health care have become crucial in
achieving effective care and in meeting the needs of modern care giving. As a result, efforts …

Expert System for Neurocognitive Rehabilitation based on the transfer of the ACE-R to CHC Model factors

M Kotyrba, H Habiballa, E Volná, R Jarušek, P Smolka… - Mathematics, 2022 - mdpi.com
This article focuses on developing an expert system applicable to the area of neurocognitive
rehabilitation. The benefit of this interdisciplinary research is to propose an expert system …

Towards user-centric intervention adaptiveness: Influencing behavior-context based healthy lifestyle interventions

HSM Bilal, MB Amin, J Hussain, SI Ali… - IEEE …, 2020 - ieeexplore.ieee.org
In the era of digital well-being, smart gadgets are the unobtrusive sources of acquiring
information. A variety of personalized wellness applications support self-quantification …

Drug recommendation system using LDA

SR Sripathi, NVS Pradyumna… - 2022 International …, 2022 - ieeexplore.ieee.org
These days, people are very much concerned about their health. Many want to lead a
healthy and long life. However, studies reveal that errors due to doctor's and pharmacist's …