The primary use of this software is to semi-automate the construction of dependency networks (Bayesian networks) from a domain ontology knowledge base. The domain ontology specifies what concepts are dependent on others, so it is not neccessary to know a priori what they are. When users select concepts of interest, the tool automatically creates network nodes and arcs in a graph object and displays the network topology, among other things (described in more detail in the About tab).
The goal of the visual analytics project is to create easily accessible interactive tools for visualizing complex datasets to ease data processing, identify patterns and/or data inconsistencies, and perform graphical modeling and statistical analysis.
In this project, we seek to build a decision support tool to perform automated radiotherapy chart checks using a combination of 1) external rules, 2) data transfer verification, and 3) probabilistic reasoning.