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 …

Cartographic design as visual storytelling: synthesis and review of map-based narratives, genres, and tropes

RE Roth - The Cartographic Journal, 2021 - Taylor & Francis
In this article, I review considerations and techniques for approaching cartographic design
as visual storytelling. Stories, like maps, are a method for documenting and explaining, for …

Exploration and explanation in computational notebooks

A Rule, A Tabard, JD Hollan - Proceedings of the 2018 CHI Conference …, 2018 - dl.acm.org
Computational notebooks combine code, visualizations, and text in a single document.
Researchers, data analysts, and even journalists are rapidly adopting this new medium. We …

Calliope: Automatic visual data story generation from a spreadsheet

D Shi, X Xu, F Sun, Y Shi, N Cao - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Visual data stories shown in the form of narrative visualizations such as a poster or a data
video, are frequently used in data-oriented storytelling to facilitate the understanding and …

State of the art of visual analytics for explainable deep learning

B La Rosa, G Blasilli, R Bourqui, D Auber… - Computer Graphics …, 2023 - Wiley Online Library
The use and creation of machine‐learning‐based solutions to solve problems or reduce
their computational costs are becoming increasingly widespread in many domains. Deep …

More than telling a story: Transforming data into visually shared stories

B Lee, NH Riche, P Isenberg… - … computer graphics and …, 2015 - ieeexplore.ieee.org
The authors take a closer look at how the visualization community has discussed visual
storytelling and present a visual data storytelling process, incorporating steps involved in …

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 …

Timelines revisited: A design space and considerations for expressive storytelling

M Brehmer, B Lee, B Bach, NH Riche… - IEEE transactions on …, 2016 - ieeexplore.ieee.org
There are many ways to visualize event sequences as timelines. In a storytelling context
where the intent is to convey multiple narrative points, a richer set of timeline designs may …

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 …