4 citations · 9 across the 14 of their papers we have counts for
17 papers
Living Dashboards: Automatically Self-Updating Visualization Dashboards
Mingyu An, Heyon Jeon, Sungbok Shin +4
Visualization dashboards are widely used interactive tools, but a disconnect exists between the dynamic data they display and their static structure. End-users cannot modify the da…
The Future of Visualization Dashboards in the Age of Generative AI
Vaishali Dhanoa, Duosi Dai, Gabriela Molina Léon +2
Generative AI promises easier dashboard creation, raising questions about the future of dashboards and the people who create and use them. We interviewed 16 experts based in 14 cou…
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…
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…
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…
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…
Hybrid User Interfaces: Past, Present, and Future of Complementary Cross-Device Interaction in Mixed Reality
Sebastian Hubenschmid, Marc Satkowski, Johannes Zagermann +9
We investigate hybrid user interfaces (HUIs), aiming to establish a cohesive understanding and adopt consistent terminology for this nascent research area. HUIs combine heterogeneo…
Agentic Visualization: Extracting Agent-based Design Patterns from Visualization Systems
Vaishali Dhanoa, Anton Wolter, Gabriela Molina León +2
Autonomous agents powered by Large Language Models are transforming AI, creating an imperative for the visualization field to embrace agentic frameworks. However, our field's focus…
Data Therapist: Eliciting Domain Knowledge from Subject Matter Experts Using Large Language Models
Sungbok Shin, Hyeon Jeon, Sanghyun Hong +1
Effective data visualization requires not only technical proficiency but also a deep understanding of the domain-specific context in which data exists. This context often includes…
"I Feel Like I'm Teaching in a Gladiator Ring": Barriers and Benefits of Live Coding in Classroom Settings
Caroline Berger, David Weintrop, Niklas Elmqvist
Live coding for teaching-synchronously writing software in front of students-can be an effective method for engaging students and instilling practical programming skills. However,…
The Plot Thickens: Quantitative Part-by-Part Exploration of MLLM Visualization Literacy
Matheus Valentim, Vaishali Dhanoa, Gabriela Molina León +1
Multimodal Large Language Models (MLLMs) can interpret data visualizations, but what makes a visualization understandable to these models? Do factors like color, shape, and text in…
Characterizing Creativity in Data Visualization: Reflections and Future Directions
Tianwei Ma, Zinat Ara, Safwat Ali Khan +3
Creativity is valued in data visualization design and research, yet how it manifests remains unclear. Understanding creativity is essential for developing expressive visualization…
Drillboards: Adaptive Visualization Dashboards for Dynamic Personalization of Visualization Experiences
Sungbok Shin, Inyoup Na, Niklas Elmqvist
We present drillboards, a technique for adaptive visualization dashboards consisting of a hierarchy of coordinated charts that the user can drill down to reach a desired level of d…
Visualizationary: Automating Design Feedback for Visualization Designers using LLMs
Sungbok Shin, Sanghyun Hong, Niklas Elmqvist
Interactive visualization editors empower users to author visualizations without writing code, but do not provide guidance on the art and craft of effective visual communication. I…
DG Comics: Semi-Automatically Authoring Graph Comics for Dynamic Graphs
Joohee Kim, Hyunwook Lee, Duc M. Nguyen +4
Comics are an effective method for sequential data-driven storytelling, especially for dynamic graphs -- graphs whose vertices and edges change over time. However, manually creatin…
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…
The HaLLMark Effect: Supporting Provenance and Transparent Use of Large Language Models in Writing with Interactive Visualization
Md Naimul Hoque, Tasfia Mashiat, Bhavya Ghai +4
The use of Large Language Models (LLMs) for writing has sparked controversy both among readers and writers. On one hand, writers are concerned that LLMs will deprive them of agency…