Thumbnails for Data Stories: A Survey of Current Practices
When people browse online news, small thumbnail images accompanying links to articles attract their attention and help them to decide which articles to read. As an increasing …
SANVis: Visual Analytics for Understanding Self-Attention Networks
Attention networks, a deep neural network architecture inspired by humans' attention mechanism, have seen significant success in image captioning, machine translation, and many …
Towards a Taxonomy for Evaluating User Engagement in Information Visualization
The visual exploration of large data spaces often requires zooming and panning operations to obtain details. However, drilling down to see details results in the loss of contextual …
ReVACNN: Real-Time Visual Analytics for Convolutional Neural Network
Recently, deep learning has gained exceptional popularity due to its outstanding performances in many machine learning and artificial intelligence applications. Among various deep …
Off-Screen Visualization Perspectives: Tasks and Challenges
The visual exploration of large data spaces often requires zooming and panning operations to obtain details. However, drilling down to see details results in the loss of contextual …
Peekquence: Visual Analytics for Event Sequence Data
Exploring event sequences in big data is challenging. Though many mining algorithms have been developed to derive the most frequently occurring and the most meaningful sequential …
A Comparative Evaluation on Online Learning Approaches using Parallel Coordinate Visualization
As visualizations are increasingly used as a storytelling medium for the general public, it becomes important to help people learn how to understand visualizations. Prior studies …
Spherical similarity explorer for comparative case analysis
In this paper we introduce a novel visual analytics system, Spherical Similarity Explorer (SSE) that automates the data processing process and provides interactive visualizations …
Opinion Marks: A Human-Based Computation Approach to Instill Structure into Unstructured Text on the Web
Despite recent improvements in various computational approaches such as machine learning, natural language processing, and computational linguistics, making a computer understand …
Ambient Grids: Maintain Context-Awareness via Aggregated Off-Screen Visualization
In this paper, we introduce an off-screen visualization technique called Ambient Grids that provides overview and details by preserving context in color grids surrounding the main …