A Text Classification Framework for Simple and Effective Early Depression Detection Over Social Media Streams

arXiv:1905.08772v2 Announce Type: replace-cross
Abstract: With the rise of the Internet, there is a growing need to build intelligent systems that are capable of efficiently dealing with early risk detection (ERD) problems on social media, such as early depression detection, early rumor detection or identification of sexual predators. These systems, nowadays mostly based on machine learning techniques, must be able to deal with data streams since users provide their data over time. In addition, these systems must be able to …

abstract arxiv build classification cs.cl cs.cy cs.ir cs.lg cs.si depression detection framework identification intelligent intelligent systems internet media risk rumor simple social social media systems text text classification type