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 CHI Conference on Human …, 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 …

GeoCamera: Telling stories in geographic visualizations with camera movements

W Li, Z Wang, Y Wang, D Weng, L **e, S Chen… - Proceedings of the …, 2023 - dl.acm.org
In geographic data videos, camera movements are frequently used and combined to present
information from multiple perspectives. However, creating and editing camera movements …

From data to story: Towards automatic animated data video creation with llm-based multi-agent systems

L Shen, H Li, Y Wang, H Qu - 2024 IEEE VIS Workshop on Data …, 2024 - ieeexplore.ieee.org
Creating data stories from raw data is challenging due to humans' limited attention spans
and the need for specialized skills. Recent advancements in large language models (LLMs) …

Jupybara: Operationalizing a Design Space for Actionable Data Analysis and Storytelling with LLMs

HW Wang, L Birnbaum, V Setlur - arxiv preprint arxiv:2501.16661, 2025 - arxiv.org
Mining and conveying actionable insights from complex data is a key challenge of
exploratory data analysis (EDA) and storytelling. To address this challenge, we present a …

Automated Conversion of Music Videos into Lyric Videos

J Ma, A Rao, LY Wei, RH Kazi, HV Shin… - Proceedings of the 36th …, 2023 - dl.acm.org
Musicians and fans often produce lyric videos, a form of music videos that showcase the
song's lyrics, for their favorite songs. However, making such videos can be challenging and …

Designing for Visualization in Motion: Embedding Visualizations in Swimming Videos

L Yao, R Vuillemot, A Bezerianos… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
We report on challenges and considerations for supporting design processes for
visualizations in motion embedded in sports videos. We derive our insights from analyzing …

VisTellAR: Embedding Data Visualization to Short-form Videos Using Mobile Augmented Reality

W Tong, K Shigyo, LP Yuan, M Fan… - … on Visualization and …, 2024 - ieeexplore.ieee.org
With the rise of short-form video platforms and the increasing availability of data, we see the
potential for people to share short-form videos embedded with data in situ (eg, daily steps …

Reflecting on Design Paradigms of Animated Data Video Tools

L Shen, H Li, Y Wang, H Qu - arxiv preprint arxiv:2502.04801, 2025 - arxiv.org
Animated data videos have gained significant popularity in recent years. However, authoring
data videos remains challenging due to the complexity of creating and coordinating diverse …

The Generative Fairy Tale of Scary Little Red Riding Hood

L Harde, L Jensen, J Krogh, A Plesner… - Proceedings of the …, 2024 - dl.acm.org
Advances in generative text-to-image models are enabling new forms of personalized and
adaptive media. We investigate the potential of such techniques through a generative …

Bridging data analysis and storytelling with human-ai collaborative tools

H Li - 2024 - search.proquest.com
Working with data has become common across various disciplines, from natural science to
business. For these data workers, communicating data insights and knowledge from data …