Aviation Safety Technology Portal (ASTEP)

Mariana is a text mining tool that can be applied to written reports such as ASRS reports, determining the likely categories that each report falls into (for example Runway incursion or Bird Strike), and calculating a confidence for each classification. Mariana’s innovation is that it automates the search for the best parameters to run the algorithm, instead of users needing to set the parameters themselves.

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