How recommender systems could support and enhance computer-tailored digital health programs: a scoping review

KL Cheung, D Durusu, X Sui, H de Vries - Digital health, 2019 - journals.sagepub.com
Objective Tailored digital health programs can promote positive health-related lifestyle
changes and have been shown to be (cost) effective in trials. However, such programs are …

Analyzing recommender systems for health promotion using a multidisciplinary taxonomy: A scoping review

S Hors-Fraile, O Rivera-Romero, F Schneider… - International journal of …, 2018 - Elsevier
Background Recommender systems are information retrieval systems that provide users
with relevant items (eg, through messages). Despite their extensive use in the e-commerce …

[HTML][HTML] Health recommender systems: systematic review

R De Croon, L Van Houdt, NN Htun, G Štiglic… - Journal of Medical …, 2021 - jmir.org
Background: Health recommender systems (HRSs) offer the potential to motivate and
engage users to change their behavior by sharing better choices and actionable knowledge …

[HTML][HTML] Collective-intelligence recommender systems: advancing computer tailoring for health behavior change into the 21st century

RS Sadasivam, SL Cutrona, RL Kinney… - Journal of medical …, 2016 - jmir.org
Background What is the next frontier for computer-tailored health communication (CTHC)
research? In current CTHC systems, study designers who have expertise in behavioral …

[HTML][HTML] Development and evaluation of health recommender systems: systematic scoping review and evidence mapping

Y Sun, J Zhou, M Ji, L Pei, Z Wang - Journal of Medical Internet Research, 2023 - jmir.org
Background Health recommender systems (HRSs) are information retrieval systems that
provide users with relevant items according to the users' needs, which can motivate and …

Towards health (aware) recommender systems

H Schäfer, S Hors-Fraile, RP Karumur… - Proceedings of the …, 2017 - dl.acm.org
People increasingly use the Internet for obtaining information regarding diseases,
diagnoses and available treatments. Currently, many online health portals already provide …

Health recommender systems development, usage, and evaluation from 2010 to 2022: A scoping review

Y Cai, F Yu, M Kumar, R Gladney… - International Journal of …, 2022 - mdpi.com
A health recommender system (HRS) provides a user with personalized medical information
based on the user's health profile. This scoping review aims to identify and summarize the …

[HTML][HTML] Digital interventions on healthy lifestyle management: systematic review

A Chatterjee, A Prinz, M Gerdes, S Martinez - Journal of medical Internet …, 2021 - jmir.org
Background Digital interventions have tremendous potential to improve well-being and
health care conveyance by improving adequacy, proficiency, availability, and …

Recommender systems for mental health apps: advantages and ethical challenges

L Valentine, S D'Alfonso, R Lederman - AI & society, 2023 - Springer
Recommender systems assist users in receiving preferred or relevant services and
information. Using such technology could be instrumental in addressing the lack of …

Best practices and recommendations for digital interventions to improve engagement and adherence in chronic illness sufferers

M Karekla, O Kasinopoulos, DD Neto… - European …, 2019 - econtent.hogrefe.com
Chronic illnesses cause considerable burden in quality of life, often leading to physical,
psychological, and social dysfunctioning of the sufferers and their family. There is a growing …