Statistical Significance Testing--or Null Hypothesis Significance Testing (NHST)--is common
to quantitative CHI PLAY research. Drawing from recent work in HCI and psychology …

The past decade has witnessed a growing interest for using dual eye tracking to understand
and support remote collaboration, especially with studies that have established the benefits …

Collaborative virtual agents help human operators to perform tasks in real-time. For this
collaboration to be effective, human operators must appropriately trust the agent (s) they are …

We present a user study to investigate the impact of explanations on non-experts'
understanding of reinforcement learning (RL) agents. We investigate both a common RL …

Intention recognition is the process of using behavioural cues, such as deliberative actions,
eye gaze, and gestures, to infer an agent's goals or future behaviour. In artificial intelligence …

How should reinforcement learning (RL) agents explain themselves to humans not trained in
AI? To gain insights into this question, we conducted a 124-participant, four-treatment …

Despite the importance of attention in user performance, current methods for attention
classification do not allow to discriminate between different attention types. We propose a …

In remote collaboration, gaze visualizations are designed to display where collaborators are
looking in a shared visual space. This type of gaze-based intervention can improve …

Shared gaze visualizations, where the real-time gaze location of group members is shared
with one another, have become increasingly studied over the last decade by HCI …

Gaze interaction is a promising interaction method to increase variety, challenge, and fun in
games. We present “Shed Some Fear”, a 2D platform game including numerous eye-gaze …