From information to choice: A critical inquiry into visualization tools for decision making

E Oral, R Chawla, M Wijkstra… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In the face of complex decisions, people often engage in a three-stage process that spans
from (1) exploring and analyzing pertinent information (intelligence);(2) generating and …

Synchronization of coupled switched neural networks subject to hybrid stochastic disturbances

H Long, J Ci, Z Guo, S Wen, T Huang - Neural Networks, 2023 - Elsevier
In this paper, the theoretical analysis on exponential synchronization of a class of coupled
switched neural networks suffering from stochastic disturbances and impulses is presented …

Slide4n: Creating presentation slides from computational notebooks with human-ai collaboration

F Wang, X Liu, O Liu, A Neshati, T Ma, M Zhu… - Proceedings of the 2023 …, 2023 - dl.acm.org
Data scientists often have to use other presentation tools (eg, Microsoft PowerPoint) to
create slides to communicate their analysis obtained using computational notebooks. Much …

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 …

Telling stories from computational notebooks: Ai-assisted presentation slides creation for presenting data science work

C Zheng, D Wang, AY Wang, X Ma - … of the 2022 CHI Conference on …, 2022 - dl.acm.org
Creating presentation slides is a critical but time-consuming task for data scientists. While
researchers have proposed many AI techniques to lift data scientists' burden on data …

Notable: On-the-fly assistant for data storytelling in computational notebooks

H Li, L Ying, H Zhang, Y Wu, H Qu… - Proceedings of the 2023 …, 2023 - dl.acm.org
Computational notebooks are widely used for data analysis. Their interleaved displays of
code and execution results (eg, visualizations) are welcomed since they enable iterative …

Why is ai not a panacea for data workers? an interview study on human-ai collaboration in data storytelling

H Li, Y Wang, QV Liao, H Qu - arXiv preprint arXiv:2304.08366, 2023 - arxiv.org
Data storytelling plays an important role in data workers' daily jobs since it boosts team
collaboration and public communication. However, to make an appealing data story, data …

Augmented chironomia for presenting data to remote audiences

BD Hall, L Bartram, M Brehmer - Proceedings of the 35th Annual ACM …, 2022 - dl.acm.org
To facilitate engaging and nuanced conversations around data, we contribute a touchless
approach to interacting directly with visualization in remote presentations. We combine …

Understanding how designers find and use data visualization examples

HK Bako, X Liu, L Battle, Z Liu - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Examples are useful for inspiring ideas and facilitating implementation in visualization
design. However, there is little understanding of how visualization designers use examples …

GeoCamera: Telling stories in geographic visualizations with camera movements

W Li, Z Wang, Y Wang, D Weng, L Xie, 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 …