Instagram photos reveal predictive markers of depression

Instagram photos reveal predictive markers of depression

Abstract Using Instagram data from 166 individuals, we applied machine learning tools to successfully identify markers of depression. Statistical features were computationally extracted from 43,950 participant Instagram photos, using color analysis, metadata components, and algorithmic face detectio...

Full description

Bibliographic Details
Main Authors: Andrew G Reece, Christopher M Danforth
Format: Article
Language:English
Published: SpringerOpen 2017-08-01
Series:EPJ Data Science
Subjects:
social media
depression
psychology
machine learning
computational social science
Online Access:http://link.springer.com/article/10.1140/epjds/s13688-017-0110-z

Internet

http://link.springer.com/article/10.1140/epjds/s13688-017-0110-z

Similar Items