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 …

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 …

KG4Vis: A Knowledge Graph-Based Approach for Visualization Recommendation

H Li, Y Wang, S Zhang, Y Song… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Visualization recommendation or automatic visualization generation can significantly lower
the barriers for general users to rapidly create effective data visualizations, especially for …

VISAtlas: An image-based exploration and query system for large visualization collections via neural image embedding

Y Ye, R Huang, W Zeng - IEEE Transactions on Visualization …, 2022 - ieeexplore.ieee.org
High-quality visualization collections are beneficial for a variety of applications including
visualization reference and data-driven visualization design. The visualization community …

A review of recent deep learning approaches in human-centered machine learning

T Kaluarachchi, A Reis, S Nanayakkara - Sensors, 2021 - mdpi.com
After Deep Learning (DL) regained popularity recently, the Artificial Intelligence (AI) or
Machine Learning (ML) field is undergoing rapid growth concerning research and real-world …

Composition and configuration patterns in multiple-view visualizations

X Chen, W Zeng, Y Lin, HM Ai-Maneea… - … on Visualization and …, 2020 - ieeexplore.ieee.org
Multiple-view visualization (MV) is a layout design technique often employed to help users
see a large number of data attributes and values in a single cohesive representation …

A survey on ML4VIS: Applying machine learning advances to data visualization

Q Wang, Z Chen, Y Wang, H Qu - IEEE transactions on …, 2021 - ieeexplore.ieee.org
Inspired by the great success of machine learning (ML), researchers have applied ML
techniques to visualizations to achieve a better design, development, and evaluation of …

[图书][B] How humans judge machines

CA Hidalgo, D Orghian, JA Canals, F De Almeida… - 2021 - books.google.com
How people judge humans and machines differently, in scenarios involving natural
disasters, labor displacement, policing, privacy, algorithmic bias, and more. How would you …

Text-to-viz: Automatic generation of infographics from proportion-related natural language statements

W Cui, X Zhang, Y Wang, H Huang… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
Combining data content with visual embellishments, infographics can effectively deliver
messages in an engaging and memorable manner. Various authoring tools have been …