The Implementation of Recommender Systems for Mental Health Recovery Narratives: Evaluation of Use and Performance.

ABSTRACT:

Background

Recommender systems help narrow down a large range of items to a smaller, personalized set. NarraGive is a first-in-field hybrid recommender system for mental health recovery narratives, recommending narratives based on their content and narrator characteristics (using content-based filtering) and on narratives beneficially impacting other similar users (using collaborative filtering). NarraGive is integrated into the Narrative Experiences Online (NEON) intervention, a web application providing access to the NEON Collection of recovery narratives.

Objective

This study aims to analyze the 3 recommender system algorithms used in NarraGive to inform future interventions using recommender systems for lived experience narratives.

Methods

Using a recently publish

SUBMITTER: Slade E 

PROVIDER: S-EPMC11015364 | biostudies-literature | 2024 Mar

REPOSITORIES: biostudies-literature