The science of visual data communication: What works
Effectively designed data visualizations allow viewers to use their powerful visual systems to
understand patterns in data across science, education, health, and public policy. But …
understand patterns in data across science, education, health, and public policy. But …
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 …
Formalizing visualization design knowledge as constraints: Actionable and extensible models in draco
There exists a gap between visualization design guidelines and their application in
visualization tools. While empirical studies can provide design guidance, we lack a formal …
visualization tools. While empirical studies can provide design guidance, we lack a formal …
Augmenting visualizations with interactive data facts to facilitate interpretation and communication
Recently, an increasing number of visualization systems have begun to incorporate natural
language generation (NLG) capabilities into their interfaces. NLG-based visualization …
language generation (NLG) capabilities into their interfaces. NLG-based visualization …
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 …
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 …
Big data visualization tools
N Bikakis - arXiv preprint arXiv:1801.08336, 2018 - arxiv.org
Data visualization is the presentation of data in a pictorial or graphical format, and a data
visualization tool is the software that generates this presentation. Data visualization provides …
visualization tool is the software that generates this presentation. Data visualization provides …
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 …