A qualitative analysis of common practices in annotations: A taxonomy and design space

MD Rahman, GJ Quadri, B Doppalapudi… - … on Visualization and …, 2024 - ieeexplore.ieee.org
Annotations play a vital role in highlighting critical aspects of visualizations, aiding in data
externalization and exploration, collaborative sensemaking, and visual storytelling …

Annotation graphs: A graph-based visualization for meta-analysis of data based on user-authored annotations

J Zhao, M Glueck, S Breslav… - IEEE transactions on …, 2016 - ieeexplore.ieee.org
User-authored annotations of data can support analysts in the activity of hypothesis
generation and sensemaking, where it is not only critical to document key observations, but …

Exploring annotation taxonomy in grouped bar charts: A qualitative classroom study

MD Rahman, GJ Quadri, DA Szafir… - Information …, 2025 - journals.sagepub.com
Annotations are an essential part of data analysis and communication in visualizations,
which focus a readers attention on critical visual elements (eg an arrow that emphasizes a …

Inking your insights: Investigating digital externalization behaviors during data analysis

YS Kim, N Henry Riche, B Lee, M Brehmer… - Proceedings of the …, 2019 - dl.acm.org
Externalizing one's thoughts can be helpful during data analysis, such as which one marks
interesting data, notes hypotheses, and draws diagrams. In this paper, we present two …

Integrating annotations into multidimensional visual dashboards

SK Badam, S Chandrasegaran… - Information …, 2022 - journals.sagepub.com
Multidimensional data is often visualized using coordinated multiple views in an interactive
dashboard. However, unlike in infographics where text is often a central part of the …

A Survey on Annotations in Information Visualization: Empirical Insights, Applications, and Challenges

MD Rahman, B Doppalapudi, GJ Quadri… - ar** viewers interpret the visual
representation and highlighting critical data insights. Despite their significant role, we lack …

OSINT Clinic: Co-designing AI-Augmented Collaborative OSINT Investigations for Vulnerability Assessment

A Mukhopadhyay, K Luther - arxiv preprint arxiv:2409.11672, 2024 - arxiv.org
Small businesses need vulnerability assessments to identify and mitigate cyber risks.
Cybersecurity clinics provide a solution by offering students hands-on experience while …

Emerging Infectious Disease Outbreak Response: Exploring the Sensemaking Process of an Expert Advisory Group

I Seto, D Johnstone… - Proceedings of the …, 2024 - Wiley Online Library
The COVID‐19 pandemic has highlighted the importance of crisis research, particularly in
the response phase. This research explores long duration crisis sensemaking of an Expert …