4 papers
Understanding How Humans Inject Knowledge into Machine Learning Workflows through Visual Analytics
Yiwen Xing, Philip Beaucamp, Joyraj Chakraborty +6
Visual analytics (VA) plays an increasingly important role in supporting machine learning (ML) workflows. In the field of visualization, such approaches and techniques are referred…
Optimizing Visual Analytics Workflows: From Theory to Practice
Philip Beaucamp, Alfie Abdul-Rahman, Rita Borgo +5
The principle of visual analytics (VA) is to provide integrated workflows where human-centric processes (e.g., visualization and interaction) and machine-centric processes (e.g., s…
Guidelines for the Annotation and Visualization of Legal Argumentation Structures in Chinese Judicial Decisions
Kun Chen, Xianglei Liao, Kaixue Fei +2
This Guideline presents a systematic and operationalizable annotation framework for representing legal argumentation structures in judicial decisions. Grounded in theories of legal…
A Multiplexing Design Space: Theory, Method, and Application
Yiwen Xing, Afrah Farea, Saiful Khan +1
Many visualization designs feature phenomena referred to as ``visual multiplexing'', where multiple pieces of information associated with the same data point are conveyed simultane…