Data player: Automatic generation of data videos with narration-animation interplay
L Shen, Y Zhang, H Zhang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Data visualizations and narratives are often integrated to convey data stories effectively.
Among various data storytelling formats, data videos have been garnering increasing …
Among various data storytelling formats, data videos have been garnering increasing …
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 …
Datatales: Investigating the use of large language models for authoring data-driven articles
Authoring data-driven articles is a complex process requiring authors to not only analyze
data for insights but also craft a cohesive narrative that effectively communicates the …
data for insights but also craft a cohesive narrative that effectively communicates the …
Waitgpt: Monitoring and steering conversational llm agent in data analysis with on-the-fly code visualization
Large language models (LLMs) support data analysis through conversational user
interfaces, as exemplified in OpenAI's ChatGPT (formally known as Advanced Data Analysis …
interfaces, as exemplified in OpenAI's ChatGPT (formally known as Advanced Data Analysis …
Reviving static charts into live charts
Data charts are prevalent across various fields due to their efficacy in conveying complex
data relationships. However, static charts may sometimes struggle to engage readers and …
data relationships. However, static charts may sometimes struggle to engage readers and …
Coladder: Supporting programmers with hierarchical code generation in multi-level abstraction
Programmers increasingly rely on Large Language Models (LLMs) for code generation.
However, they now have to deal with issues like having to constantly switch between …
However, they now have to deal with issues like having to constantly switch between …
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 …
Data playwright: Authoring data videos with annotated narration
Creating data videos that effectively narrate stories with animated visuals requires
substantial effort and expertise. A promising research trend is leveraging the easy-to-use …
substantial effort and expertise. A promising research trend is leveraging the easy-to-use …
WonderFlow: Narration-Centric Design of Animated Data Videos
Creating an animated data video with audio narration is a time-consuming and complex task
that requires expertise. It involves designing complex animations, turning written scripts into …
that requires expertise. It involves designing complex animations, turning written scripts into …
More than data stories: Broadening the role of visualization in contemporary journalism
Data visualization and journalism are deeply connected. From early infographics to recent
data-driven storytelling, visualization has become an integrated part of contemporary …
data-driven storytelling, visualization has become an integrated part of contemporary …