Adapting user interfaces with model-based reinforcement learning
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 …
changes may have on the user. A carelessly picked adaptation may impose high costs to the …
Mobile keystroke dynamics for biometric recognition: An overview
In the relatively recent past, the analysis of keystroke dynamics for biometric recognition
purposes has intrigued researchers, since practical evidences have shown differences in …
purposes has intrigued researchers, since practical evidences have shown differences in …
PizzaText: Text entry for virtual reality systems using dual thumbsticks
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 …
(VR) environments that uses the dual thumbsticks of a hand-held game controller. Text entry …
Amortized inference with user simulations
There have been significant advances in simulation models predicting human behavior
across various interactive tasks. One issue remains, however: identifying the parameter …
across various interactive tasks. One issue remains, however: identifying the parameter …
Touchscreen typing as optimal supervisory control
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 …
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 …
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 …
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 …
the term “serious games” was coined (Abt, 1970), the evidence on whether and when games …
Ability-based optimization of touchscreen interactions
Ability-based optimization is a computational approach for improving interface designs for
users with sensorimotor and cognitive impairments. Designs are created by an optimizer …
users with sensorimotor and cognitive impairments. Designs are created by an optimizer …
[HTML][HTML] Adaptive feature guidance: Modelling visual search with graphical layouts
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 …
visual system is maximising expected utility when choosing where to fixate next. Three utility …