The science of visual data communication: What works

SL Franconeri, LM Padilla, P Shah… - … Science in the …, 2021 - journals.sagepub.com
Effectively designed data visualizations allow viewers to use their powerful visual systems to
understand patterns in data across science, education, health, and public policy. But …

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 …

Formalizing visualization design knowledge as constraints: Actionable and extensible models in draco

D Moritz, C Wang, GL Nelson, H Lin… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
There exists a gap between visualization design guidelines and their application in
visualization tools. While empirical studies can provide design guidance, we lack a formal …

Augmenting visualizations with interactive data facts to facilitate interpretation and communication

A Srinivasan, SM Drucker, A Endert… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
Recently, an increasing number of visualization systems have begun to incorporate natural
language generation (NLG) capabilities into their interfaces. NLG-based visualization …

Datashot: Automatic generation of fact sheets from tabular data

Y Wang, Z Sun, H Zhang, W Cui, K Xu… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
Fact sheets with vivid graphical design and intriguing statistical insights are prevalent for
presenting raw data. They help audiences understand data-related facts effectively and …

[HTML][HTML] A survey on automatic infographics and visualization recommendations

S Zhu, G Sun, Q Jiang, M Zha, R Liang - Visual Informatics, 2020 - Elsevier
Automatic infographics generators employ machine learning algorithms/user-defined rules
and visual embellishments into the creation of infographics. It is an emerging topic in the …

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 …

Big data visualization tools

N Bikakis - arXiv preprint arXiv:1801.08336, 2018 - arxiv.org
Data visualization is the presentation of data in a pictorial or graphical format, and a data
visualization tool is the software that generates this presentation. Data visualization provides …

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 …