Classifying Sexual Harassment Personal Stories! - Analytics Vidhya

We can make use of Machine Learning in order to categorize such harassment incidents without any manual human intervention. Traditionally if a report needs to file regarding a harassment case, the victim needs to provide the description of the case along with filling up several forms. We can automate some parts of this process by categorizing the incidents based on the descriptions and then performing further processes based on the category of the cases. This automatic classification of different forms of sexual harassment will immensely help the authorities as well as the concerned organizations to partially automate their systems that file reports against such incidents. Here our objective is to use short stories which were submitted online and to be able to automatically categorize each story submitted by a user.