Chart question answering: State of the art and future directions
Abstract Information visualizations such as bar charts and line charts are very common for
analyzing data and discovering critical insights. Often people analyze charts to answer …
analyzing data and discovering critical insights. Often people analyze charts to answer …
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 …
Kori: Interactive synthesis of text and charts in data documents
Charts go hand in hand with text to communicate complex data and are widely adopted in
news articles, online blogs, and academic papers. They provide graphical summaries of the …
news articles, online blogs, and academic papers. They provide graphical summaries of the …
Visual narrative flow: Exploring factors sha** data visualization story reading experiences
Many factors can shape the flow of visual data‐driven stories, and thereby the way readers
experience those stories. Through the analysis of 80 existing stories found on popular …
experience those stories. Through the analysis of 80 existing stories found on popular …
Charagraph: Interactive generation of charts for realtime annotation of data-rich paragraphs
Documents often have paragraphs packed with numbers that are difficult to extract,
compare, and interpret. To help readers make sense of data in text, we introduce the …
compare, and interpret. To help readers make sense of data in text, we introduce the …
Natural Language Generation for Visualizations: State of the Art, Challenges and Future Directions
Natural language and visualization are two complementary modalities of human
communication that play a crucial role in conveying information effectively. While …
communication that play a crucial role in conveying information effectively. While …
From visual exploration to storytelling and back again
The primary goal of visual data exploration tools is to enable the discovery of new insights.
To justify and reproduce insights, the discovery process needs to be documented and …
To justify and reproduce insights, the discovery process needs to be documented and …
Linking and layout: Exploring the integration of text and visualization in storytelling
Modern web technologies are enabling authors to create various forms of text visualization
integration for storytelling. This integration may shape the stories' flow and thereby affect the …
integration for storytelling. This integration may shape the stories' flow and thereby affect the …
Roslingifier: Semi-automated storytelling for animated scatterplots
We present Roslingifier, a data-driven storytelling method for animated scatterplots. Like its
namesake, Hans Rosling (1948–2017), a professor of public health and a spellbinding …
namesake, Hans Rosling (1948–2017), a professor of public health and a spellbinding …
The stories we tell about data: Surveying data-driven storytelling using visualization
The emerging practice of data-driven storytelling is framing data using familiar narrative
mechanisms, such as slideshows, videos, and comics, to make even highly complex …
mechanisms, such as slideshows, videos, and comics, to make even highly complex …