Scatterplots: Tasks, data, and designs

A Sarikaya, M Gleicher - IEEE transactions on visualization and …, 2017 - ieeexplore.ieee.org
Traditional scatterplots fail to scale as the complexity and amount of data increases. In
response, there exist many design options that modify or expand the traditional scatterplot …

Automatic scatterplot design optimization for clustering identification

GJ Quadri, JA Nieves, BM Wiernik… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Scatterplots are among the most widely used visualization techniques. Compelling
scatterplot visualizations improve understanding of data by leveraging visual perception to …

Modeling the influence of visual density on cluster perception in scatterplots using topology

GJ Quadri, P Rosen - IEEE Transactions on Visualization and …, 2020 - ieeexplore.ieee.org
Scatterplots are used for a variety of visual analytics tasks, including cluster identification,
and the visual encodings used on a scatterplot play a deciding role on the level of visual …

Open vs. closed shapes: New perceptual categories?

D Burlinson, K Subramanian… - IEEE transactions on …, 2017 - ieeexplore.ieee.org
Effective communication using visualization relies in part on the use of viable encoding
strategies. For example, a viewer's ability to rapidly and accurately discern between two or …

Shape It Up: An Empirically Grounded Approach for Designing Shape Palettes

C Tseng, AZ Wang, GJ Quadri… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Shape is commonly used to distinguish between categories in multi-class scatterplots.
However, existing guidelines for choosing effective shape palettes rely largely on intuition …

Métricas, técnicas y semántica para la visualización de datos

SM Castro, ML Larrea, DK Urribarri… - XX Workshop de …, 2018 - sedici.unlp.edu.ar
Un desafío importante al iniciar un proceso de visualización es el de encontrar una
representación adecuada para un conjunto de datos y brindar las interacciones apropiadas …

On the perceptual influence of shape overlap on data-comparison using scatterplots

C van Onzenoodt, A Huckauf, T Ropinski - Computers & Graphics, 2020 - Elsevier
Scatterplots can be used for a wide range of visual analysis tasks, for example comparing
correlations or variances of clusters across potentially multiple classes of data, in order to …

Constructing Frameworks for Task-Optimized Visualizations

GJAR Quadri - 2021 - search.proquest.com
Visualization is crucial in today's data-driven world to augment and enhance human
understanding and decision-making. Effective visualizations must support accuracy in visual …

Optimizing Scatterplot-Matrices for Decision-Support: An Experimental Eye-Tracking Study Assessing Situational Cognitive Load

L Perkhofer, P Hofer - … Systems and Neuroscience: NeuroIS Retreat 2021, 2021 - Springer
The scatterplot matrix is defined to be a standard method for multivariate data visualization;
nonetheless, their use for decision-support in a corporate environment is scarce. Amongst …

Bullet graph versus gauges graph: Evaluation human information processing of industrial visualization based on eye-tracking methods

L Wu, L Guo, H Fang, L Mou - Advances in Usability, User Experience and …, 2019 - Springer
This paper reports on an experimental study on industrial information visualization interface
to measure the mechanism of information style, information complexity and task complexity …