19 citations · 43 across the 4 of their papers we have counts for
4 papers
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…
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…
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…
Measuring User Experience of Adaptive User Interfaces using EEG: A Replication Study
Daniel Gaspar-Figueiredo, Silvia Abrahão, Emilio Insfrán +1
Adaptive user interfaces have the advantage of being able to dynamically change their aspect and/or behaviour depending on the characteristics of the context of use, i.e. to improv…