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 …

Visualization and visual analytics approaches for image and video datasets: A survey

S Afzal, S Ghani, MM Hittawe, SF Rashid… - ACM Transactions on …, 2023 - dl.acm.org
Image and video data analysis has become an increasingly important research area with
applications in different domains such as security surveillance, healthcare, augmented and …

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 …

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 …

Dashbot: Insight-driven dashboard generation based on deep reinforcement learning

D Deng, A Wu, H Qu, Y Wu - IEEE Transactions on Visualization …, 2022 - ieeexplore.ieee.org
Analytical dashboards are popular in business intelligence to facilitate insight discovery with
multiple charts. However, creating an effective dashboard is highly demanding, which …

A design space for applying the freytag's pyramid structure to data stories

L Yang, X Xu, XY Lan, Z Liu, S Guo… - … on Visualization and …, 2021 - ieeexplore.ieee.org
Data stories integrate compelling visual content to communicate data insights in the form of
narratives. The narrative structure of a data story serves as the backbone that determines its …

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 …

Sporthesia: Augmenting sports videos using natural language

Z Chen, Q Yang, X **e, J Beyer, H **a… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
Augmented sports videos, which combine visualizations and video effects to present data in
actual scenes, can communicate insights engagingly and thus have been increasingly …

Infocolorizer: Interactive recommendation of color palettes for infographics

LP Yuan, Z Zhou, J Zhao, Y Guo… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
When designing infographics, general users usually struggle with getting desired color
palettes using existing infographic authoring tools, which sometimes sacrifice …

Animated Vega-Lite: Unifying animation with a grammar of interactive graphics

J Zong, J Pollock, D Wootton… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
We present Animated Vega-Lite, a set of extensions to Vega-Lite that model animated
visualizations as time-varying data queries. In contrast to alternate approaches for specifying …