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 …

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 …

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 …

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 …

Reviving static charts into live charts

L Ying, Y Wang, H Li, S Dou, H Zhang… - … on Visualization and …, 2024 - ieeexplore.ieee.org
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 …

Waitgpt: Monitoring and steering conversational llm agent in data analysis with on-the-fly code visualization

L **e, C Zheng, H **a, H Qu, C Zhu-Tian - Proceedings of the 37th …, 2024 - dl.acm.org
Large language models (LLMs) support data analysis through conversational user
interfaces, as exemplified in OpenAI's ChatGPT (formally known as Advanced Data Analysis …

WonderFlow: Narration-centric design of animated data videos

Y Wang, L Shen, Z You, X Shu, B Lee… - … on Visualization and …, 2024 - ieeexplore.ieee.org
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 …

Coladder: Supporting programmers with hierarchical code generation in multi-level abstraction

R Yen, J Zhu, S Suh, H **a, J Zhao - arxiv preprint arxiv:2310.08699, 2023 - arxiv.org
Programmers increasingly rely on Large Language Models (LLMs) for code generation.
However, misalignment between programmers' goals and generated code complicates the …

Data playwright: Authoring data videos with annotated narration

L Shen, H Li, Y Wang, T Luo, Y Luo… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
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 …

Epigraphics: Message-driven infographics authoring

T Zhou, J Huang, GYY Chan - Proceedings of the 2024 CHI Conference …, 2024 - dl.acm.org
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 …