Map** and taking stock of the personal informatics literature

DA Epstein, C Caldeira, MC Figueiredo, X Lu… - Proceedings of the …, 2020 - dl.acm.org
The research community on the study and design of systems for personal informatics has
grown over the past decade. To take stock of what the topics the field has studied and …

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 …

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 …

ggdist: Visualizations of Distributions and Uncertainty in the Grammar of Graphics

M Kay - IEEE transactions on visualization and computer …, 2023 - ieeexplore.ieee.org
The grammar of graphics is ubiquitous, providing the foundation for a variety of popular
visualization tools and toolkits. Yet support for uncertainty visualization in the grammar …

Towards natural language-based visualization authoring

Y Wang, Z Hou, L Shen, T Wu, J Wang… - … on Visualization and …, 2022 - ieeexplore.ieee.org
A key challenge to visualization authoring is the process of getting familiar with the complex
user interfaces of authoring tools. Natural Language Interface (NLI) presents promising …

[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 …

Data formulator: Ai-powered concept-driven visualization authoring

C Wang, J Thompson, B Lee - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
With most modern visualization tools, authors need to transform their data into tidy formats to
create visualizations they want. Because this requires experience with programming or …

A design space for data visualisation transformations between 2d and 3d in mixed-reality environments

B Lee, M Cordeil, A Prouzeau, B Jenny… - Proceedings of the 2022 …, 2022 - dl.acm.org
As mixed-reality (MR) technologies become more mainstream, the delineation between data
visualisations displayed on screens or other surfaces and those floating in space becomes …

Leveraging text-chart links to support authoring of data-driven articles with vizflow

N Sultanum, F Chevalier, Z Bylinskii, Z Liu - Proceedings of the 2021 …, 2021 - dl.acm.org
Data-driven articles—ie, articles featuring text and supporting charts—play a key role in
communicating information to the public. New storytelling formats like scrollytelling apply …

DMiner: Dashboard design mining and recommendation

Y Lin, H Li, A Wu, Y Wang, H Qu - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Dashboards, which comprise multiple views on a single display, help analyze and
communicate multiple perspectives of data simultaneously. However, creating effective and …