Distant Supervision for Mental Health Management in Social Media: Suicide Risk Classification System Development Study.

In this paper, we proposed a distant supervision approach to develop an automatic system that can classify high and low suicide risk based on social media comments. The model can therefore provide volunteers with early warnings to prevent social media users from committing suicide.