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[HTML][HTML] Generative AI for visualization: State of the art and future directions
Generative AI (GenAI) has witnessed remarkable progress in recent years and
demonstrated impressive performance in various generation tasks in different domains such …
demonstrated impressive performance in various generation tasks in different domains such …
Ai4vis: Survey on artificial intelligence approaches for data visualization
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 …
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
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 …
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
In recent years, narrative visualization has gained much attention. Researchers have
proposed different design spaces for various narrative visualization genres and scenarios to …
proposed different design spaces for various narrative visualization genres and scenarios to …
Who do we mean when we talk about visualization novices?
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 …
researchers have focused on a broader range of audiences, including “novices.” But …
The intersection of users, roles, interactions, and technologies in creativity support tools
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 …
of CST technologies is broad—from fabricators to generative algorithms to robots. The …
TypeDance: Creating semantic typographic logos from image through personalized generation
Semantic typographic logos harmoniously blend typeface and imagery to represent
semantic concepts while maintaining legibility. Conventional methods using spatial …
semantic concepts while maintaining legibility. Conventional methods using spatial …
Let the chart spark: Embedding semantic context into chart with text-to-image generative model
Pictorial visualization seamlessly integrates data and semantic context into visual
representation, conveying complex information in an engaging and informative manner …
representation, conveying complex information in an engaging and informative manner …
Creating emordle: Animating word cloud for emotion expression
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 …
deliver their emotional context to audiences. To inform the design, we first reviewed online …
Interactive data comics
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 …
and versatile means for visual communication, leveraging the power of sequential narration …