Foundations of Comparative Analytics for Uncertainty in Graphs
Supported by the National Science Foundation, FODAVA Program
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Software:

Our aim is to integrate our foundational models into a number of different visual analytic tools. To this end, we have developed both a core system, Probabilistic Soft Logic (PSL), and a visual analytic tool for comparative analysis of uncertain graphs called G-PARE. We are also integrating different comparative operators and visual paradigms into Invenio, and plan to integrate parts of our probabilistic framework into Jigsaw. We have also developed Invenio-Workflow, a more general purpose graph visual analytic tool that can be used to setup analytic workflows and explore different components of graphs, including uncertain graphs.