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 …
Enhancing the usability and usefulness of open government data: A comprehensive review of the state of open government data visualization research
Although open government data (OGD) are becoming widely available, they have not yet
reached their full potential due to their limited use. Supplementing OGD with visualizations …
reached their full potential due to their limited use. Supplementing OGD with visualizations …
[图书][B] All data are local: Thinking critically in a data-driven society
YA Loukissas - 2019 - books.google.com
How to analyze data settings rather than data sets, acknowledging the meaning-making
power of the local. In our data-driven society, it is too easy to assume the transparency of …
power of the local. In our data-driven society, it is too easy to assume the transparency of …
Data-centric artificial intelligence: A survey
Artificial Intelligence (AI) is making a profound impact in almost every domain. A vital enabler
of its great success is the availability of abundant and high-quality data for building machine …
of its great success is the availability of abundant and high-quality data for building machine …
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 …
and contextualize their insights, and to improve their accessibility for readers with …
Opportunities and challenges for data physicalization
Physical representations of data have existed for thousands of years. Yet it is now that
advances in digital fabrication, actuated tangible interfaces, and shape-changing displays …
advances in digital fabrication, actuated tangible interfaces, and shape-changing displays …
How do visual explanations foster end users' appropriate trust in machine learning?
We investigated the effects of example-based explanations for a machine learning classifier
on end users' appropriate trust. We explored the effects of spatial layout and visual …
on end users' appropriate trust. We explored the effects of spatial layout and visual …
Beyond memorability: Visualization recognition and recall
In this paper we move beyond memorability and investigate how visualizations are
recognized and recalled. For this study we labeled a dataset of 393 visualizations and …
recognized and recalled. For this study we labeled a dataset of 393 visualizations and …
Vizml: A machine learning approach to visualization recommendation
Visualization recommender systems aim to lower the barrier to exploring basic visualizations
by automatically generating results for analysts to search and select, rather than manually …
by automatically generating results for analysts to search and select, rather than manually …
The features underlying the memorability of objects
What makes certain images more memorable than others? While much of memory research
has focused on participant effects, recent studies using a stimulus-centric perspective have …
has focused on participant effects, recent studies using a stimulus-centric perspective have …