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The science of visual data communication: What works
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 …
understand patterns in data across science, education, health, and public policy. But …
Accessible visualization: Design space, opportunities, and challenges
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 …
The benefit of visualizations lies in leveraging our natural visual perception. However, the …
Vistext: A benchmark for semantically rich chart captioning
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 …
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
Natural language descriptions sometimes accompany visualizations to better communicate
and contextualize their insights, and to improve their accessibility for readers with …
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
Designers often create visualizations to achieve specific high-level analytical or
communication goals. These goals require people to naturally extract complex …
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
To ensure accountability and mitigate harm, it is critical that diverse stakeholders can
interrogate black-box automated systems and find information that is understandable …
interrogate black-box automated systems and find information that is understandable …
Calvi: Critical thinking assessment for literacy in visualizations
Visualization misinformation is a prevalent problem, and combating it requires
understanding people's ability to read, interpret, and reason about erroneous or potentially …
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
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 …
vision. Especially for graphics that contain rich information, such as visualizations, poorly …
Affective learning objectives for communicative visualizations
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 …
patterns, relations, or comparisons (cognitive learning objectives). We pay less attention to …
Misleading beyond visual tricks: How people actually lie with charts
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 …
time, deceptive representations of data can lead to inaccurate interpretations while still …