66 citations · 128 across the 6 of their papers we have counts for
10 papers · 1 filter
Pluto: Authoring Semantically Aligned Text and Charts for Data-Driven Communication
Arjun Srinivasan, Vidya Setlur, Arvind Satyanarayan
Textual content (including titles, annotations, and captions) plays a central role in helping readers understand a visualization by emphasizing, contextualizing, or summarizing the…
Jupybara: Operationalizing a Design Space for Actionable Data Analysis and Storytelling with LLMs
Huichen Will Wang, Larry Birnbaum, Vidya Setlur
Mining and conveying actionable insights from complex data is a key challenge of exploratory data analysis (EDA) and storytelling. To address this challenge, we present a design sp…
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…
Striking a Balance: Reader Takeaways and Preferences when Integrating Text and Charts
Chase Stokes, Vidya Setlur, Bridget Cogley +2
While visualizations are an effective way to represent insights about information, they rarely stand alone. When designing a visualization, text is often added to provide additiona…
How do you Converse with an Analytical Chatbot? Revisiting Gricean Maxims for Designing Analytical Conversational Behavior
Vidya Setlur, Melanie Tory
Chatbots have garnered interest as conversational interfaces for a variety of tasks. While general design guidelines exist for chatbot interfaces, little work explores analytical c…
GeoSneakPique: Visual Autocompletion for Geospatial Queries
Vidya Setlur, Sarah Battersby, Tracy Wong
How many crimes occurred in the city center? And exactly which part of town is the 'city center'? While location is at the heart of many data questions, geographic location can be…