Effective use of Likert scales in visualization evaluations: A systematic review
Likert scales are often used in visualization evaluations to produce quantitative estimates of
subjective attributes, such as ease of use or aesthetic appeal. However, the methods used to …
subjective attributes, such as ease of use or aesthetic appeal. However, the methods used to …
Recent advances and challenges in uncertainty visualization: a survey
With data comes uncertainty, which is a widespread and frequent phenomenon in data
science and analysis. The amount of information available to us is growing exponentially …
science and analysis. The amount of information available to us is growing exponentially …
Uncertainty as a form of transparency: Measuring, communicating, and using uncertainty
Algorithmic transparency entails exposing system properties to various stakeholders for
purposes that include understanding, improving, and contesting predictions. Until now, most …
purposes that include understanding, improving, and contesting predictions. Until now, most …
Viral visualizations: How coronavirus skeptics use orthodox data practices to promote unorthodox science online
Controversial understandings of the coronavirus pandemic have turned data visualizations
into a battleground. Defying public health officials, coronavirus skeptics on US social media …
into a battleground. Defying public health officials, coronavirus skeptics on US social media …
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 …
driven reports, and consumer applications, despite proposed techniques for communicating …
Evaluating language models for mathematics through interactions
There is much excitement about the opportunity to harness the power of large language
models (LLMs) when building problem-solving assistants. However, the standard …
models (LLMs) when building problem-solving assistants. However, the standard …
Ethical dimensions of visualization research
M Correll - Proceedings of the 2019 CHI conference on human …, 2019 - dl.acm.org
Visualizations have a potentially enormous influence on how data are used to make
decisions across all areas of human endeavor. However, it is not clear how this power …
decisions across all areas of human endeavor. However, it is not clear how this power …
[PDF][PDF] Uncertainty visualization
While uncertainty is present in most data analysis pipelines, reasoning with uncertainty is
challenging for novices and experts alike. Fortunately, researchers are making significant …
challenging for novices and experts alike. Fortunately, researchers are making significant …
A critical reflection on visualization research: Where do decision making tasks hide?
It has been widely suggested that a key goal of visualization systems is to assist decision
making, but is this true? We conduct a critical investigation on whether the activity of …
making, but is this true? We conduct a critical investigation on whether the activity of …
Visualizing privacy-utility trade-offs in differentially private data releases
Organizations often collect private data and release aggregate statistics for the public's
benefit. If no steps toward preserving privacy are taken, adversaries may use released …
benefit. If no steps toward preserving privacy are taken, adversaries may use released …