7 papers
Channels and Substrates: Distributed Cognition as an Interaction Model for Ubiquitous Analytics
Niklas Elmqvist, Panagiotis D. Ritsos, Peter W. S. Butcher
Traditional HCI interaction models assume a single monolithic interface and a stable sensorimotor loop. These models fit poorly with cross-device (XVA) and ubiquitous analytics (UA…
Somewhere Over the Desktop: A Research Agenda for Ubiquitous Analytics
Niklas Elmqvist, Panagiotis D. Ritsos, Peter W. S. Butcher
Spatial computing, generative AI, and open web standards are converging. Three spatial operating systems -- Android XR, Meta Horizon OS, and Apple visionOS -- now ship with platfor…
The Attention-Aware Pipeline: Design Tensions from Making Attention Visible in XR
Arvind Srinivasan, Niklas Elmqvist
Where people look during shared activity carries coordination cues that speech and gesture cannot replace, but these patterns remain invisible to participants. XR headsets make gaz…
The Frustrometer: Detecting User Frustration in Data Visualization Tasks using Biomarkers and Interaction Patterns
Johannes Ellemose, Sophia Wanner, Djordje SlijepÄeviÄ +4
Visualization research has largely solved \textit{how} to help a stuck or frustrated user -- through interactive onboarding, contextual help, and active guidance. The unsolved prob…
Towards Measuring Interactive Visualization Abilities: Connecting With Existing Literacies and Assessments
Gabriela Molina León, Benjamin Bach, Matheus Valentim +1
How do we assess people's abilities to interact with data visualizations? The current state-of-the-art visualization literacy tests -- such as VLAT and its derivatives -- only invo…
Ambient Analytics: Calm Technology for Immersive Visualization and Sensemaking
Sebastian Hubenschmid, Arvind Srinivasan, Niklas Elmqvist +2
Augmented reality has great potential for embedding data visualizations in the world around the user. While this can enhance users' understanding of their surroundings, it also bea…