[HTML][HTML] Generative AI for visualization: State of the art and future directions

Y Ye, J Hao, Y Hou, Z Wang, S **ao, Y Luo, W Zeng - Visual Informatics, 2024 - Elsevier
Generative AI (GenAI) has witnessed remarkable progress in recent years and
demonstrated impressive performance in various generation tasks in different domains such …

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 …

[КНИГА][B] Data feminism

C D'ignazio, LF Klein - 2023 - books.google.com
Cutting edge strategies for thinking about data science and data ethics through an
intersectional feminist lens.“Without ever finger-wagging, Data Feminism reveals inequities …

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 …

Viral visualizations: How coronavirus skeptics use orthodox data practices to promote unorthodox science online

C Lee, T Yang, GD Inchoco, GM Jones… - Proceedings of the …, 2021 - dl.acm.org
Controversial understandings of the coronavirus pandemic have turned data visualizations
into a battleground. Defying public health officials, coronavirus skeptics on US social media …

Exploration and explanation in computational notebooks

A Rule, A Tabard, JD Hollan - Proceedings of the 2018 CHI Conference …, 2018 - dl.acm.org
Computational notebooks combine code, visualizations, and text in a single document.
Researchers, data analysts, and even journalists are rapidly adopting this new medium. We …

Mitigating the impact of biased artificial intelligence in emergency decision-making

H Adam, A Balagopalan, E Alsentzer… - Communications …, 2022 - nature.com
Background Prior research has shown that artificial intelligence (AI) systems often encode
biases against minority subgroups. However, little work has focused on ways to mitigate the …

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 …

Visualization of cultural heritage collection data: State of the art and future challenges

F Windhager, P Federico, G Schreder… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
After decades of digitization, large cultural heritage collections have emerged on the web,
which contain massive stocks of content from galleries, libraries, archives, and museums …