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 …
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 …
[HTML][HTML] A comprehensive review of tools for exploratory analysis of tabular industrial datasets
Exploratory data analysis plays a major role in obtaining insights from data. Over the last two
decades, researchers have proposed several visual data exploration tools that can assist …
decades, researchers have proposed several visual data exploration tools that can assist …
Towards natural language-based visualization authoring
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 …
user interfaces of authoring tools. Natural Language Interface (NLI) presents promising …
Text-to-viz: Automatic generation of infographics from proportion-related natural language statements
Combining data content with visual embellishments, infographics can effectively deliver
messages in an engaging and memorable manner. Various authoring tools have been …
messages in an engaging and memorable manner. Various authoring tools have been …
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 …
Charticulator: Interactive construction of bespoke chart layouts
We present Charticulator, an interactive authoring tool that enables the creation of bespoke
and reusable chart layouts. Charticulator is our response to most existing chart construction …
and reusable chart layouts. Charticulator is our response to most existing chart construction …
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 …
How does automation shape the process of narrative visualization: A survey of tools
In recent years, narrative visualization has gained much attention. Researchers have
proposed different design spaces for various narrative visualization genres and scenarios to …
proposed different design spaces for various narrative visualization genres and scenarios to …
MultiVision: Designing analytical dashboards with deep learning based recommendation
We contribute a deep-learning-based method that assists in designing analytical
dashboards for analyzing a data table. Given a data table, data workers usually need to …
dashboards for analyzing a data table. Given a data table, data workers usually need to …