Towards natural language interfaces for data visualization: A survey

L Shen, E Shen, Y Luo, X Yang, X Hu… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
Utilizing Visualization-oriented Natural Language Interfaces (V-NLI) as a complementary
input modality to direct manipulation for visual analytics can provide an engaging user …

Ai4vis: Survey on artificial intelligence approaches for data visualization

A Wu, Y Wang, X Shu, D Moritz, W Cui… - … on Visualization and …, 2021 - ieeexplore.ieee.org
Visualizations themselves have become a data format. Akin to other data formats such as
text and images, visualizations are increasingly created, stored, shared, and (re-) used with …

KG4Vis: A Knowledge Graph-Based Approach for Visualization Recommendation

H Li, Y Wang, S Zhang, Y Song… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Visualization recommendation or automatic visualization generation can significantly lower
the barriers for general users to rapidly create effective data visualizations, especially for …

How does automation shape the process of narrative visualization: A survey of tools

Q Chen, S Cao, J Wang, N Cao - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In recent years, narrative visualization has gained much attention. Researchers have
proposed different design spaces for various narrative visualization genres and scenarios to …

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 …

MultiVision: Designing analytical dashboards with deep learning based recommendation

A Wu, Y Wang, M Zhou, X He, H Zhang… - … on Visualization and …, 2021 - ieeexplore.ieee.org
We contribute a deep-learning-based method that assists in designing analytical
dashboards for analyzing a data table. Given a data table, data workers usually need to …

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 …

De-Stijl: Facilitating graphics design with interactive 2D color palette recommendation

X Shi, Z Zhou, JW Zhang, A Neshati, AK Tyagi… - Proceedings of the …, 2023 - dl.acm.org
Selecting a proper color palette is critical in crafting a high-quality graphic design to gain
visibility and communicate ideas effectively. To facilitate this process, we propose De-Stijl …

[HTML][HTML] Generative ai for visualization: State of the art and future directions

Y Ye, J Hao, Y Hou, Z Wang, S Xiao, Y Luo, W Zeng - Visual Informatics, 2024 - Elsevier
Generative AI (GenAI) has witnessed remarkable progress in recent years and
demonstrated impressive performance in various generation tasks in different domains such …