Antisocial Behavior Identification from Twitter Feeds Using Traditional Machine Learning Algorithms and Deep Learning.

Antisocial behavior (ASB) is one of the ten personality disorders included in ‘The Diagnostic and Statistical Manual Mental Disorders (DSM-5) falls same cluster as Borderline Personality Disorder, Histrionic Narcissistic Disorder. It a prevalent pattern disregard for violation rights others. Online antisocial social problem public health threat. An act ASB might be fun perpetrator; however, it can drive victim into depression, self-confinement, low self-esteem, anxiety, anger, suicidal ideation. platforms such Twitter Reddit sometimes become breeding grounds by allowing people suffering from disorder to manifest their online freely. In this paper, we propose proactive approach based on natural language processing deep learning that enable actively look signs intervene before gets out control. By searching behavior, media sites prevent dire situations leading someone committing suicide.