Data Mining Techniques for Plan Sentinel Development

We propose a plan sentinel prototype consisting of three components. The first component is the development of a plan mining tool which identifies and computes false or missing assumptions and deviations to plans and time phased tasks. The second component, the annotated database, computes plans which the plan mining tool access and parses into a logical annotated rule set. Finally, MAVIS, a tool developed by 21st Century Technologies, shall integrate data from diverse sources and databases for the purpose of regenerating plans. We use Oracle's database and development tools for the implementation of the proposed plan sentinel prototype. Probabilistic and Temporal Reasoning Systems are deployed to solve the requirements outlined within this effort.