[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 …

Ai4vis: Survey on artificial intelligence approaches for data visualization

A Wu, Y Wang, X Shu, D Moritz, W Cui… - … on Visualization and …, 2021 - ieeexplore.ieee.org
Visualizations themselves have become a data format. Akin to other data formats such as
text and images, visualizations are increasingly created, stored, shared, and (re-) used with …

Where are we so far? understanding data storytelling tools from the perspective of human-ai collaboration

H Li, Y Wang, H Qu - Proceedings of the 2024 CHI Conference on …, 2024 - dl.acm.org
Data storytelling is powerful for communicating data insights, but it requires diverse skills
and considerable effort from human creators. Recent research has widely explored the …

How does automation shape the process of narrative visualization: A survey of tools

Q Chen, S Cao, J Wang, N Cao - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In recent years, narrative visualization has gained much attention. Researchers have
proposed different design spaces for various narrative visualization genres and scenarios to …

Who do we mean when we talk about visualization novices?

A Burns, C Lee, R Chawla, E Peck… - Proceedings of the 2023 …, 2023 - dl.acm.org
As more people rely on visualization to inform their personal and collective decisions,
researchers have focused on a broader range of audiences, including “novices.” But …

The intersection of users, roles, interactions, and technologies in creativity support tools

JJY Chung, S He, E Adar - Proceedings of the 2021 ACM Designing …, 2021 - dl.acm.org
Creativity Support Tools (CSTs) have become an integral part of artistic creation. The range
of CST technologies is broad—from fabricators to generative algorithms to robots. The …

TypeDance: Creating semantic typographic logos from image through personalized generation

S **ao, L Wang, X Ma, W Zeng - … of the 2024 CHI Conference on Human …, 2024 - dl.acm.org
Semantic typographic logos harmoniously blend typeface and imagery to represent
semantic concepts while maintaining legibility. Conventional methods using spatial …

Let the chart spark: Embedding semantic context into chart with text-to-image generative model

S **ao, S Huang, Y Lin, Y Ye… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Pictorial visualization seamlessly integrates data and semantic context into visual
representation, conveying complex information in an engaging and informative manner …

Creating emordle: Animating word cloud for emotion expression

L **e, X Shu, JC Su, Y Wang, S Chen… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
We propose emordle, a conceptual design that animates wordles (compact word clouds) to
deliver their emotional context to audiences. To inform the design, we first reviewed online …

Interactive data comics

Z Wang, H Romat, F Chevalier… - … on Visualization and …, 2021 - ieeexplore.ieee.org
This paper investigates how to make data comics interactive. Data comics are an effective
and versatile means for visual communication, leveraging the power of sequential narration …