The science of visual data communication: What works

SL Franconeri, LM Padilla, P Shah… - … Science in the …, 2021 - journals.sagepub.com
Effectively designed data visualizations allow viewers to use their powerful visual systems to
understand patterns in data across science, education, health, and public policy. But …

Climate change vulnerability assessment of species

WB Foden, BE Young, HR Akçakaya… - Wiley …, 2019 - Wiley Online Library
Assessing species' vulnerability to climate change is a prerequisite for develo** effective
strategies to conserve them. The last three decades have seen exponential growth in the …

Why authors don't visualize uncertainty

J Hullman - IEEE transactions on visualization and computer …, 2019 - ieeexplore.ieee.org
Clear presentation of uncertainty is an exception rather than rule in media articles, data-
driven reports, and consumer applications, despite proposed techniques for communicating …

In pursuit of error: A survey of uncertainty visualization evaluation

J Hullman, X Qiao, M Correll, A Kale… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
Understanding and accounting for uncertainty is critical to effectively reasoning about
visualized data. However, evaluating the impact of an uncertainty visualization is complex …

Understanding uncertainty: how lay decision-makers perceive and interpret uncertainty in human-AI decision making

S Prabhudesai, L Yang, S Asthana, X Huan… - Proceedings of the 28th …, 2023 - dl.acm.org
Decision Support Systems (DSS) based on Machine Learning (ML) often aim to assist lay
decision-makers, who are not math-savvy, in making high-stakes decisions. However …

[PDF][PDF] Uncertainty visualization

L Padilla, M Kay, J Hullman - 2020 - files.osf.io
While uncertainty is present in most data analysis pipelines, reasoning with uncertainty is
challenging for novices and experts alike. Fortunately, researchers are making significant …

Standardizing reporting of participant compensation in HCI: A systematic literature review and recommendations for the field

J Pater, A Coupe, R Pfafman, C Phelan… - Proceedings of the …, 2021 - dl.acm.org
The user study is a fundamental method used in HCI. In designing user studies, we often
use compensation strategies to incentivize recruitment. However, compensation can also …

Effects of uncertain trajectory prediction visualization in highly automated vehicles on trust, situation awareness, and cognitive load

M Colley, O Speidel, J Strohbeck, JO Rixen… - Proceedings of the …, 2024 - dl.acm.org
Automated vehicles are expected to improve safety, mobility, and inclusion. User
acceptance is required for the successful introduction of this technology. One essential …

Color crafting: Automating the construction of designer quality color ramps

S Smart, K Wu, DA Szafir - IEEE transactions on visualization …, 2019 - ieeexplore.ieee.org
Visualizations often encode numeric data using sequential and diverging color ramps.
Effective ramps use colors that are sufficiently discriminable, align well with the data, and are …

Examining effort in 1d uncertainty communication using individual differences in working memory and nasa-tlx

SC Castro, PS Quinan, H Hosseinpour… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
As uncertainty visualizations for general audiences become increasingly common,
designers must understand the full impact of uncertainty communication techniques on …