Detecting threats of violence in online discussions

This project will investigate the use of linguistic features in training a classifier to predict whether comments in online discussions express violent threats.  The experiments will be based on a data set comprising 25.000 sentences extracted from YouTube comments. Each sentence has been manually annotated to indicate whether it expresses threats of violence.