13 papers
Visualization Autocomplete: Visualization Authoring via Stepwise Design Recommendations
Hyeon Jeon, Sungbok Shin, Niklas Elmqvist
When domain experts create charts, the bottleneck is rarely the data, but knowing the optimal next step in chart design. The visualization design space is vast, and while domain ex…
Participatory AI: A Scandinavian Approach to Human-Centered AI
Niklas Elmqvist, Eve Hoggan, Hans-Jörg Schulz +45
AI's transformative impact on work, education, and everyday life makes it as much a political artifact as a technological one. Current AI models are opaque, centralized, and overly…
Visualization for Human-Centered AI Tools
Naimul Hoque, Sungbok Shin, Niklas Elmqvist
Human-centered AI (HCAI) puts the user in the driver's seat of so-called human-centered AI-infused tools (HCAI tools): interactive software tools that amplify, augment, empower, an…
Characterizing Creativity in Data Visualization: Reflections and Future Directions
Tianwei Ma, Zinat Ara, Safwat Ali Khan +3
Characterizing creativity in visualization design can lead to the design of more expressive representations and visualization authoring tools that prioritize human creativity. In t…
Hey Dashboard!: Supporting Voice, Text, and Pointing Modalities in Dashboard Onboarding
Vaishali Dhanoa, Gabriela Molina León, Eve Hoggan +3
Visualization dashboards are regularly used for data exploration and analysis, but their complex interactions and interlinked views often require time-consuming onboarding sessions…
A Multiliteracy Model for Interactive Visualization Literacy: Definitions, Literacies, and Steps for Future Research
Gabriela Molina León, Benjamin Bach, Matheus Valentim +1
This paper presents a theoretical model for interactive visualization literacy to describe how people use interactive data visualizations and systems. Literacies have become an imp…