Social Media Cyberbullying Detection using Deep Learning

Social Media Cyberbullying Detection using Deep Learning

C.Sahithi , Ch. Siddhu Vinay, Ch.Tharun reddy, C. Ashritha, Dr.S.Satyanarayana

School of Engineering, Malla Reddy University, Secunderabad – 500010, Telangana,  India;

Abstract

Cyberbullying is a disturbing online misbehaviour with troubling consequences. It appears in different forms, and in most of the social networks, it is in textual format. Automatic detection of such incidents requires intelligent systems. Most of the existing studies have approached this problem with conventional machine learning models and the majority of the developed models in these studies are adaptable to a single social network at a time. In recent studies, deep learning based models have found their way in the detection of cyberbullying incidents, claiming that they can overcome the limitations of the conventional models, and improve the detection performance.