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 …
Visualization and visual analytics approaches for image and video datasets: A survey
Image and video data analysis has become an increasingly important research area with
applications in different domains such as security surveillance, healthcare, augmented and …
applications in different domains such as security surveillance, healthcare, augmented and …
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 …
Dashbot: Insight-driven dashboard generation based on deep reinforcement learning
Analytical dashboards are popular in business intelligence to facilitate insight discovery with
multiple charts. However, creating an effective dashboard is highly demanding, which …
multiple charts. However, creating an effective dashboard is highly demanding, which …
A design space for applying the freytag's pyramid structure to data stories
Data stories integrate compelling visual content to communicate data insights in the form of
narratives. The narrative structure of a data story serves as the backbone that determines its …
narratives. The narrative structure of a data story serves as the backbone that determines its …
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 …
Sporthesia: Augmenting sports videos using natural language
Augmented sports videos, which combine visualizations and video effects to present data in
actual scenes, can communicate insights engagingly and thus have been increasingly …
actual scenes, can communicate insights engagingly and thus have been increasingly …
Infocolorizer: Interactive recommendation of color palettes for infographics
When designing infographics, general users usually struggle with getting desired color
palettes using existing infographic authoring tools, which sometimes sacrifice …
palettes using existing infographic authoring tools, which sometimes sacrifice …
Animated Vega-Lite: Unifying animation with a grammar of interactive graphics
We present Animated Vega-Lite, a set of extensions to Vega-Lite that model animated
visualizations as time-varying data queries. In contrast to alternate approaches for specifying …
visualizations as time-varying data queries. In contrast to alternate approaches for specifying …