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 …

Enhancing the usability and usefulness of open government data: A comprehensive review of the state of open government data visualization research

B Ansari, M Barati, EG Martin - Government Information Quarterly, 2022 - Elsevier
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 …

Data-centric artificial intelligence: A survey

D Zha, ZP Bhat, KH Lai, F Yang, Z Jiang… - arXiv preprint arXiv …, 2023 - arxiv.org
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 …

[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 …

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 …

Infographicvqa

M Mathew, V Bagal, R Tito… - Proceedings of the …, 2022 - openaccess.thecvf.com
Infographics communicate information using a combination of textual, graphical and visual
elements. This work explores the automatic understanding of infographic images by using a …

How do visual explanations foster end users' appropriate trust in machine learning?

F Yang, Z Huang, J Scholtz, DL Arendt - Proceedings of the 25th …, 2020 - dl.acm.org
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 …

Opportunities and challenges for data physicalization

Y Jansen, P Dragicevic, P Isenberg… - proceedings of the 33rd …, 2015 - dl.acm.org
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 …

Cartographic design as visual storytelling: synthesis and review of map-based narratives, genres, and tropes

RE Roth - The Cartographic Journal, 2021 - Taylor & Francis
In this article, I review considerations and techniques for approaching cartographic design
as visual storytelling. Stories, like maps, are a method for documenting and explaining, for …

Vizml: A machine learning approach to visualization recommendation

K Hu, MA Bakker, S Li, T Kraska… - Proceedings of the 2019 …, 2019 - dl.acm.org
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 …