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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 …
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 …
Datatales: Investigating the use of large language models for authoring data-driven articles
N Sultanum, A Srinivasan - 2023 IEEE Visualization and Visual …, 2023 - ieeexplore.ieee.org
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 …
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 …
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 …
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 …
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 …
Coladder: Supporting programmers with hierarchical code generation in multi-level abstraction
Programmers increasingly rely on Large Language Models (LLMs) for code generation.
However, misalignment between programmers' goals and generated code complicates the …
However, misalignment between programmers' goals and generated code complicates the …
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 …
Epigraphics: Message-driven infographics authoring
The message a designer wants to convey plays a pivotal role in directing the design of an
infographic, yet most authoring workflows start with creating the visualizations or graphics …
infographic, yet most authoring workflows start with creating the visualizations or graphics …