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 …

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 …

Inksight: Leveraging sketch interaction for documenting chart findings in computational notebooks

Y Lin, H Li, L Yang, A Wu, H Qu - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Computational notebooks have become increasingly popular for exploratory data analysis
due to their ability to support data exploration and explanation within a single document …

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 …

LEVA: Using large language models to enhance visual analytics

Y Zhao, Y Zhang, Y Zhang, X Zhao… - … on Visualization and …, 2024 - ieeexplore.ieee.org
Visual analytics supports data analysis tasks within complex domain problems. However,
due to the richness of data types, visual designs, and interaction designs, users need to …

Heuristics for supporting cooperative dashboard design

V Setlur, M Correll, A Satyanarayan… - IEEE transactions on …, 2023 - ieeexplore.ieee.org
Dashboards are no longer mere static displays of metrics; through functionality such as
interaction and storytelling, they have evolved to support analytic and communicative goals …

Adavis: Adaptive and explainable visualization recommendation for tabular data

S Zhang, Y Wang, H Li, H Qu - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Automated visualization recommendation facilitates the rapid creation of effective
visualizations, which is especially beneficial for users with limited time and limited …

[PDF][PDF] BOLT: A Natural Language Interface for Dashboard Authoring.

A Srinivasan, V Setlur - EuroVis (Short Papers), 2023 - diglib.eg.org
Authoring dashboards is often a complex process, requiring expertise in both data analysis
and visualization design. With current tools, authors lack the means to express their …

OldVisOnline: curating a dataset of historical visualizations

Y Zhang, R Jiang, L Xie, Y Zhao, C Liu… - … on Visualization and …, 2023 - ieeexplore.ieee.org
With the increasing adoption of digitization, more and more historical visualizations created
hundreds of years ago are accessible in digital libraries online. It provides a unique …

VisCARS: Knowledge Graph-based Context-Aware Recommender System for Time-Series Data Visualization and Monitoring Dashboards

P Moens, B Volckaert… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Data visualization recommendation aims to assist the user in creating visualizations from a
given dataset. The process of creating appropriate visualizations requires expert knowledge …