Ongoing Research

BaVA: Bayesian Visual Analytics

The goal of this project is to enable end users to directly manipulate data visualizations created by mathematical models for dimension reduction. Users can explore structure in high-dimensional data by directly moving data points within the visualization, causing the models to learn from the user feedback, and viewing the effects of those movements on other points.
Also known as Object-Level Interaction (OLI) and Visual-to-Parametric Interaction (V2PI).
See also Semantic Interaction.


ChairMouse is an embodied interaction technique that couples cursor location with the attention of users through capturing chair movements.

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