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 …

[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 …

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 …

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 …

Chartaccent: Annotation for data-driven storytelling

D Ren, M Brehmer, B Lee, T Höllerer… - 2017 IEEE Pacific …, 2017 - ieeexplore.ieee.org
Annotation plays an important role in conveying key points in visual data-driven storytelling;
it helps presenters explain and emphasize core messages and specific data. However, the …

Automatic annotation synchronizing with textual description for visualization

C Lai, Z Lin, R Jiang, Y Han, C Liu, X Yuan - Proceedings of the 2020 …, 2020 - dl.acm.org
In this paper, we propose a technique for automatically annotating visualizations according
to the textual description. In our approach, visual elements in the target visualization, along …

GVQA: Learning to answer questions about graphs with visualizations via knowledge base

S Song, J Chen, C Li, C Wang - … of the 2023 CHI Conference on Human …, 2023 - dl.acm.org
Graphs are common charts used to represent the topological relationship between nodes. It
is a powerful tool for data analysis and information retrieval tasks involve asking questions …

GeoExplainer: A Visual Analytics Framework for Spatial Modeling Contextualization and Report Generation

F Lei, Y Ma, AS Fotheringham, EA Mack… - … on Visualization and …, 2023 - ieeexplore.ieee.org
Geographic regression models of various descriptions are often applied to identify patterns
and anomalies in the determinants of spatially distributed observations. These types of …

The why and the how: A survey on natural language interaction in visualization

H Voigt, Ö Alaçam, M Meuschke… - Proceedings of the …, 2022 - aclanthology.org
Natural language as a modality of interaction is becoming increasingly popular in the field of
visualization. In addition to the popular query interfaces, other language-based interactions …

A qualitative analysis of common practices in annotations: A taxonomy and design space

MD Rahman, GJ Quadri, B Doppalapudi… - … on Visualization and …, 2024 - ieeexplore.ieee.org
Annotations play a vital role in highlighting critical aspects of visualizations, aiding in data
externalization and exploration, collaborative sensemaking, and visual storytelling …