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 …

Visualization in motion: A research agenda and two evaluations

L Yao, A Bezerianos, R Vuillemot… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
We contribute a research agenda for visualization in motion and two experiments to
understand how well viewers can read data from moving visualizations. We define …

Task-based effectiveness of basic visualizations

B Saket, A Endert, Ç Demiralp - IEEE transactions on …, 2018 - ieeexplore.ieee.org
Visualizations of tabular data are widely used; understanding their effectiveness in different
task and data contexts is fundamental to scaling their impact. However, little is known about …

COGAM: measuring and moderating cognitive load in machine learning model explanations

A Abdul, C Von Der Weth, M Kankanhalli… - Proceedings of the 2020 …, 2020 - dl.acm.org
Interpretable machine learning models trade-off accuracy for simplicity to make explanations
more readable and easier to comprehend. Drawing from cognitive psychology theories in …

Enhancing central bank communications using simple and relatable information

D Bholat, N Broughton, J Ter Meer… - Journal of Monetary …, 2019 - Elsevier
Central bankers and the central banking literature are increasingly attuned to the importance
of communications as a policy tool. However, less is known about how central bank …

VizNet: Towards a large-scale visualization learning and benchmarking repository

K Hu, SNS Gaikwad, M Hulsebos, MA Bakker… - Proceedings of the …, 2019 - dl.acm.org
Researchers currently rely on ad hoc datasets to train automated visualization tools and
evaluate the effectiveness of visualization designs. These exemplars often lack the …

Data-driven guides: Supporting expressive design for information graphics

NW Kim, E Schweickart, Z Liu… - IEEE transactions on …, 2016 - ieeexplore.ieee.org
In recent years, there is a growing need for communicating complex data in an accessible
graphical form. Existing visualization creation tools support automatic visual encoding, but …

[HTML][HTML] Interactive visual study for residential energy consumption data

A Al-Kababji, A Alsalemi, Y Himeur… - Journal of Cleaner …, 2022 - Elsevier
Interactive data visualization tools for residential energy data are instrumental indicators for
analyzing end user behavior. These visualizations can be used as continuous home …

Glanceable visualization: Studies of data comparison performance on smartwatches

T Blascheck, L Besançon, A Bezerianos… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
We present the results of two perception studies to assess how quickly people can perform a
simple data comparison task for small-scale visualizations on a smartwatch. The main goal …

Information visualization evaluation using crowdsourcing

R Borgo, L Micallef, B Bach, F McGee… - Computer Graphics …, 2018 - Wiley Online Library
Visualization researchers have been increasingly leveraging crowdsourcing approaches to
overcome a number of limitations of controlled laboratory experiments, including small …