Who do we mean when we talk about visualization novices?

A Burns, C Lee, R Chawla, E Peck… - Proceedings of the 2023 …, 2023 - dl.acm.org
As more people rely on visualization to inform their personal and collective decisions,
researchers have focused on a broader range of audiences, including “novices.” But …

Medley: Intent-based recommendations to support dashboard composition

A Pandey, A Srinivasan, V Setlur - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Despite the ever-growing popularity of dashboards across a wide range of domains, their
authoring still remains a tedious and complex process. Current tools offer considerable …

A Systematic Review of Visualization Recommendation Systems: Goals, Strategies, Interfaces, and Evaluations

Z Zeng, L Battle - Foundations and Trends® in Databases, 2024 - nowpublishers.com
Visualization recommendation systems help data analysts navigate large, complex datasets
by generating visualizations of meaningful patterns, outliers, and insights that could …

Designing Situated Dashboards: Challenges and Opportunities

A Sayara, B Lee, C Quijano-Chavez… - … Symposium on Mixed …, 2023 - ieeexplore.ieee.org
Situated Visualization is an emerging field that unites several areas-visualization,
augmented reality, human-computer interaction, and internet-of-things, to support human …

Heuristics for supporting cooperative dashboard design

V Setlur, M Correll, A Satyanarayan… - IEEE transactions on …, 2023 - ieeexplore.ieee.org
Dashboards are no longer mere static displays of metrics; through functionality such as
interaction and storytelling, they have evolved to support analytic and communicative goals …

V-FRAMER: Visualization Framework for Mitigating Reasoning Errors in Public Policy

LW Ge, M Easterday, M Kay, E Dimara… - Proceedings of the CHI …, 2024 - dl.acm.org
Existing data visualization design guidelines focus primarily on constructing grammatically-
correct visualizations that faithfully convey the values and relationships in the underlying …

GenoREC: a recommendation system for interactive genomics data visualization

A Pandey, S L'Yi, Q Wang, MA Borkin… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
Interpretation of genomics data is critically reliant on the application of a wide range of
visualization tools. A large number of visualization techniques for genomics data and …

Mixing Linters with GUIs: A Color Palette Design Probe

A McNutt, MC Stone, J Heer - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Visualization linters are end-user facing evaluators that automatically identify potential chart
issues. These spell-checker like systems offer a blend of interpretability and customization …

From Dashboard Zoo to Census: A Case Study With Tableau Public

A Srinivasan, J Purich, M Correll… - … on Visualization and …, 2024 - ieeexplore.ieee.org
Dashboards remain ubiquitous tools for analyzing data and disseminating the findings.
Understanding the range of dashboard designs, from simple to complex, can support …

RemixTape: Enriching Narratives about Metrics with Semantic Alignment and Contextual Recommendation

M Brehmer, M Drouhard, A Srinivasan - arXiv preprint arXiv:2406.03415, 2024 - arxiv.org
The temporal dynamics of quantitative metrics or key performance indicators (KPIs) are
central to decision making within enterprise organizations. Recently, major business …