66 citations · 166 across the 36 of their papers we have counts for
8 papers · 1 filter
The Data-Wink Ratio: Emoji Encoder for Generating Semantically-Resonant Unit Charts
Matthew Brehmer, Vidya Setlur, Zoe +1
Communicating data insights in an accessible and engaging manner to a broader audience remains a significant challenge. To address this problem, we introduce the Emoji Encoder, a t…
Voicing Uncertainty: How Speech, Text, and Visualizations Influence Decisions with Data Uncertainty
Chase Stokes, Chelsea Sanker, Bridget Cogley +1
Understanding and communicating data uncertainty is crucial for informed decision-making across various domains, including finance, healthcare, and public policy. This study invest…
From Instruction to Insight: Exploring the Functional and Semantic Roles of Text in Interactive Dashboards
Nicole Sultanum, Vidya Setlur
There is increased interest in the interplay between text and visuals in the field of data visualization. However, this attention has predominantly been on the use of text in stand…
DASH: A Bimodal Data Exploration Tool for Interactive Text and Visualizations
Dennis Bromley, Vidya Setlur
Integrating textual content, such as titles, annotations, and captions, with visualizations facilitates comprehension and takeaways during data exploration. Yet current tools often…
Can Nuanced Language Lead to More Actionable Insights? Exploring the Role of Generative AI in Analytical Narrative Structure
Vidya Setlur, Larry Birnbaum
Relevant language describing trends in data can be useful for generating summaries to help with readers' takeaways. However, the language employed in these often template-generated…
Mixing Modes: Active and Passive Integration of Speech, Text, and Visualization for Communicating Data Uncertainty
Chase Stokes, Chelsea Sanker, Bridget Cogley +1
Interpreting uncertain data can be difficult, particularly if the data presentation is complex. We investigate the efficacy of different modalities for representing data and how to…
From Delays to Densities: Exploring Data Uncertainty through Speech, Text, and Visualization
Chase Stokes, Chelsea Sanker, Bridget Cogley +1
Understanding and communicating data uncertainty is crucial for making informed decisions in sectors like finance and healthcare. Previous work has explored how to express uncertai…
SlopeSeeker: A Search Tool for Exploring a Dataset of Quantifiable Trends
Alexander Bendeck, Dennis Bromley, Vidya Setlur
Natural language and search interfaces intuitively facilitate data exploration and provide visualization responses to diverse analytical queries based on the underlying datasets. H…