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 …

Accessible visualization: Design space, opportunities, and challenges

NW Kim, SC Joyner, A Riegelhuth… - Computer graphics …, 2021 - Wiley Online Library
Visualizations are now widely used across disciplines to understand and communicate data.
The benefit of visualizations lies in leveraging our natural visual perception. However, the …

Vistext: A benchmark for semantically rich chart captioning

BJ Tang, A Boggust, A Satyanarayan - arxiv preprint arxiv:2307.05356, 2023 - arxiv.org
Captions that describe or explain charts help improve recall and comprehension of the
depicted data and provide a more accessible medium for people with visual disabilities …

Accessible visualization via natural language descriptions: A four-level model of semantic content

A Lundgard, A Satyanarayan - IEEE transactions on …, 2021 - ieeexplore.ieee.org
Natural language descriptions sometimes accompany visualizations to better communicate
and contextualize their insights, and to improve their accessibility for readers with …

Do you see what i see? a qualitative study eliciting high-level visualization comprehension

GJ Quadri, AZ Wang, Z Wang, J Adorno… - Proceedings of the …, 2024 - dl.acm.org
Designers often create visualizations to achieve specific high-level analytical or
communication goals. These goals require people to naturally extract complex …

Beyond expertise and roles: A framework to characterize the stakeholders of interpretable machine learning and their needs

H Suresh, SR Gomez, KK Nam… - Proceedings of the 2021 …, 2021 - dl.acm.org
To ensure accountability and mitigate harm, it is critical that diverse stakeholders can
interrogate black-box automated systems and find information that is understandable …

Calvi: Critical thinking assessment for literacy in visualizations

LW Ge, Y Cui, M Kay - Proceedings of the 2023 CHI conference on …, 2023 - dl.acm.org
Visualization misinformation is a prevalent problem, and combating it requires
understanding people's ability to read, interpret, and reason about erroneous or potentially …

Communicating visualizations without visuals: Investigation of visualization alternative text for people with visual impairments

C Jung, S Mehta, A Kulkarni, Y Zhao… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
Alternative text is critical in communicating graphics to people who are blind or have low
vision. Especially for graphics that contain rich information, such as visualizations, poorly …

Affective learning objectives for communicative visualizations

E Lee-Robbins, E Adar - IEEE Transactions on Visualization …, 2022 - ieeexplore.ieee.org
When designing communicative visualizations, we often focus on goals that seek to convey
patterns, relations, or comparisons (cognitive learning objectives). We pay less attention to …

Misleading beyond visual tricks: How people actually lie with charts

M Lisnic, C Polychronis, A Lex, M Kogan - Proceedings of the 2023 CHI …, 2023 - dl.acm.org
Data visualizations can empower an audience to make informed decisions. At the same
time, deceptive representations of data can lead to inaccurate interpretations while still …