3 papers
cs.HC2024
Reinforcement Learning-Based Framework for the Intelligent Adaptation of User Interfaces
Daniel Gaspar-Figueiredo, Marta Fernández-Diego, Ruben Nuredini +2
Adapting the user interface (UI) of software systems to meet the needs and preferences of users is a complex task. The main challenge is to provide the appropriate adaptations at t…
cs.SE2023
Learning from Interaction: User Interface Adaptation using Reinforcement Learning
Daniel Gaspar-Figueiredo
The continuous adaptation of software systems to meet the evolving needs of users is very important for enhancing user experience (UX). User interface (UI) adaptation, which involv…
cs.SE2023
A Comparative Study on Reward Models for UI Adaptation with Reinforcement Learning
Daniel Gaspar-Figueiredo, Silvia Abrahão, Marta Fernández-Diego +1
Adapting the User Interface (UI) of software systems to user requirements and the context of use is challenging. The main difficulty consists of suggesting the right adaptation at…