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 …

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 …

Vistext: A benchmark for semantically rich chart captioning

BJ Tang, A Boggust, A Satyanarayan - arXiv preprint arXiv:2307.05356, 2023 - arxiv.org
Captions that describe or explain charts help improve recall and comprehension of the
depicted data and provide a more accessible medium for people with visual disabilities …

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 …

A survey on information visualization: recent advances and challenges

S Liu, W Cui, Y Wu, M Liu - The Visual Computer, 2014 - Springer
Abstract Information visualization (InfoVis), the study of transforming data, information, and
knowledge into interactive visual representations, is very important to users because it …

[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 …

Chartsense: Interactive data extraction from chart images

D Jung, W Kim, H Song, J Hwang, B Lee… - Proceedings of the …, 2017 - dl.acm.org
Charts are commonly used to present data in digital documents such as web pages,
research papers, or presentation slides. When the underlying data is not available, it is …

Reverse‐engineering visualizations: Recovering visual encodings from chart images

J Poco, J Heer - Computer graphics forum, 2017 - Wiley Online Library
We investigate how to automatically recover visual encodings from a chart image, primarily
using inferred text elements. We contribute an end‐to‐end pipeline which takes a bitmap …

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 …

Chart mining: A survey of methods for automated chart analysis

K Davila, S Setlur, D Doermann… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
Charts are useful communication tools for the presentation of data in a visually appealing
format that facilitates comprehension. There have been many studies dedicated to chart …