Towards natural language interfaces for data visualization: A survey
Utilizing Visualization-oriented Natural Language Interfaces (V-NLI) as a complementary
input modality to direct manipulation for visual analytics can provide an engaging user …
input modality to direct manipulation for visual analytics can provide an engaging user …
Ai4vis: Survey on artificial intelligence approaches for data visualization
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 …
text and images, visualizations are increasingly created, stored, shared, and (re-) used with …
Calliope: Automatic visual data story generation from a spreadsheet
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 …
video, are frequently used in data-oriented storytelling to facilitate the understanding and …
Datashot: Automatic generation of fact sheets from tabular data
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 …
presenting raw data. They help audiences understand data-related facts effectively and …
[HTML][HTML] A survey on automatic infographics and visualization recommendations
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 …
and visual embellishments into the creation of infographics. It is an emerging topic in the …
TabularNet: A neural network architecture for understanding semantic structures of tabular data
Tabular data are ubiquitous for the widespread applications of tables and hence have
attracted the attention of researchers to extract underlying information. One of the critical …
attracted the attention of researchers to extract underlying information. One of the critical …
Where are we so far? understanding data storytelling tools from the perspective of human-ai collaboration
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 …
and considerable effort from human creators. Recent research has widely explored the …
Inksight: Leveraging sketch interaction for documenting chart findings in computational notebooks
Computational notebooks have become increasingly popular for exploratory data analysis
due to their ability to support data exploration and explanation within a single document …
due to their ability to support data exploration and explanation within a single document …
Notable: On-the-fly assistant for data storytelling in computational notebooks
Computational notebooks are widely used for data analysis. Their interleaved displays of
code and execution results (eg, visualizations) are welcomed since they enable iterative …
code and execution results (eg, visualizations) are welcomed since they enable iterative …
VIS+ AI: integrating visualization with artificial intelligence for efficient data analysis
Visualization and artificial intelligence (AI) are well-applied approaches to data analysis. On
one hand, visualization can facilitate humans in data understanding through intuitive visual …
one hand, visualization can facilitate humans in data understanding through intuitive visual …