Challenges and opportunities in data visualization education: A call to action

B Bach, M Keck, F Rajabiyazdi, T Losev… - … on visualization and …, 2023 - ieeexplore.ieee.org
This paper is a call to action for research and discussion on data visualization education. As
visualization evolves and spreads through our professional and personal lives, we need to …

A survey of perception-based visualization studies by task

GJ Quadri, P Rosen - IEEE transactions on visualization and …, 2021 - ieeexplore.ieee.org
Knowledge of human perception has long been incorporated into visualizations to enhance
their quality and effectiveness. The last decade, in particular, has shown an increase in …

Vis30k: A collection of figures and tables from ieee visualization conference publications

J Chen, M Ling, R Li, P Isenberg… - … on Visualization and …, 2021 - ieeexplore.ieee.org
We present the VIS30K dataset, a collection of 29,689 images that represents 30 years of
figures and tables from each track of the IEEE Visualization conference series (Vis, SciVis …

Visualint: Sketchy in situ annotations of chart construction errors

AK Hopkins, M Correll… - Computer Graphics …, 2020 - Wiley Online Library
Chart construction errors, such as truncated axes or inexpressive visual encodings, can
hinder reading a visualization, or worse, imply misleading facts about the underlying data …

Guide me in analysis: A framework for guidance designers

D Ceneda, N Andrienko, G Andrienko… - Computer Graphics …, 2020 - Wiley Online Library
Guidance is an emerging topic in the field of visual analytics. Guidance can support users in
pursuing their analytical goals more efficiently and help in making the analysis successful …

[PDF][PDF] Linting for visualization: Towards a practical automated visualization guidance system

A McNutt, G Kindlmann - VisGuides: 2nd Workshop on the Creation …, 2018 - c4pgv.dbvis.de
Constructing effective charts and graphs in a scientific setting is a nuanced task that requires
a thorough understanding of visualization design; a knowledge that may not be available to …

Histogram binning revisited with a focus on human perception

R Sahann, T Müller, J Schmidt - 2021 IEEE Visualization …, 2021 - ieeexplore.ieee.org
This paper presents a quantitative user study to evaluate how well users can visually
perceive the underlying data distribution from a histogram representation. We used different …

Semantic snapping for guided multi-view visualization design

YS Kristiansen, L Garrison… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Visual information displays are typically composed of multiple visualizations that are used to
facilitate an understanding of the underlying data. A common example are dashboards …

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 …

Reclaiming the horizon: Novel visualization designs for time-series data with large value ranges

D Braun, R Borgo, M Sondag… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
We introduce two novel visualization designs to support practitioners in performing
identification and discrimination tasks on large value ranges (ie, several orders of …