Adapting user interfaces with model-based reinforcement learning

K Todi, G Bailly, L Leiva, A Oulasvirta - … of the 2021 CHI Conference on …, 2021 - dl.acm.org
Adapting an interface requires taking into account both the positive and negative effects that
changes may have on the user. A carelessly picked adaptation may impose high costs to the …

Mobile keystroke dynamics for biometric recognition: An overview

E Maiorana, H Kalita, P Campisi - IET biometrics, 2021 - Wiley Online Library
In the relatively recent past, the analysis of keystroke dynamics for biometric recognition
purposes has intrigued researchers, since practical evidences have shown differences in …

PizzaText: Text entry for virtual reality systems using dual thumbsticks

D Yu, K Fan, H Zhang, D Monteiro… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
We present PizzaText, a circular keyboard layout technique for text entry in virtual reality
(VR) environments that uses the dual thumbsticks of a hand-held game controller. Text entry …

Amortized inference with user simulations

HS Moon, A Oulasvirta, B Lee - Proceedings of the 2023 CHI Conference …, 2023 - dl.acm.org
There have been significant advances in simulation models predicting human behavior
across various interactive tasks. One issue remains, however: identifying the parameter …

Touchscreen typing as optimal supervisory control

J Jokinen, A Acharya, M Uzair, X Jiang… - Proceedings of the 2021 …, 2021 - dl.acm.org
Traditionally, touchscreen typing has been studied in terms of motor performance. However,
recent research has exposed a decisive role of visual attention being shared between the …

Aalto interface metrics (AIM) a service and codebase for computational GUI evaluation

A Oulasvirta, S De Pascale, J Koch… - Adjunct Proceedings of …, 2018 - dl.acm.org
Aalto Interface Metrics (AIM) pools several empirically validated models and metrics of user
perception and attention into an easy-to-use online service for the evaluation of graphical …

Counterfactual Thinking: What Theories Do in Design

A Oulasvirta, K Hornbæk - International Journal of Human …, 2022 - Taylor & Francis
This essay addresses a foundational topic in applied sciences with interest in design: how
do theories inform design? Previous work has attributed theory-use to abduction and …

The task-attention theory of game learning: a theory and research agenda

J Cutting, S Deterding - Human–Computer Interaction, 2022 - Taylor & Francis
Video games have long been heralded as powerful learning tools. Yet half a century since
the term “serious games” was coined (Abt, 1970), the evidence on whether and when games …

Ability-based optimization of touchscreen interactions

S Sarcar, JPP Jokinen, A Oulasvirta… - IEEE Pervasive …, 2018 - ieeexplore.ieee.org
Ability-based optimization is a computational approach for improving interface designs for
users with sensorimotor and cognitive impairments. Designs are created by an optimizer …

[HTML][HTML] Adaptive feature guidance: Modelling visual search with graphical layouts

JPP Jokinen, Z Wang, S Sarcar, A Oulasvirta… - International Journal of …, 2020 - Elsevier
We present a computational model of visual search on graphical layouts. It assumes that the
visual system is maximising expected utility when choosing where to fixate next. Three utility …