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cs.HC2026

Not Always Top-Left: Untangling the Signals that Guide Dashboard Reading Order

Nicole Sultanum, Vidya Setlur

Dashboards are widely used interfaces for data analysis, combining multiple visualizations, text, and interactive controls within a single view. While dashboard authors often struc…

cs.HC2026

Once Again, with Style: Understanding and Supporting Partial Reuse in Dashboard Authoring

Nicole Sultanum, Gustavo Moreira, Arjun Srinivasan

Presentation-oriented tasks including formatting and layout design are critical but often neglected aspects of dashboard authoring given their labor intensive nature. In this work,…

cs.HC2025

DashGuide: Authoring Interactive Dashboard Tours for Guiding Dashboard Users

Naimul Hoque, Nicole Sultanum

Dashboard guidance helps dashboard users better navigate interactive features, understand the underlying data, and assess insights they can potentially extract from dashboards. How…

cs.HC2025

Plume: Scaffolding Text Composition in Dashboards

Maxim Lisnic, Vidya Setlur, Nicole Sultanum

Text in dashboards plays multiple critical roles, including providing context, offering insights, guiding interactions, and summarizing key information. Despite its importance, mos…

cs.HC2024

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…

cs.HC2024

Data Guards: Challenges and Solutions for Fostering Trust in Data

Nicole Sultanum, Dennis Bromley, Michael Correll

From dirty data to intentional deception, there are many threats to the validity of data-driven decisions. Making use of data, especially new or unfamiliar data, therefore requires…