Leveraging Mental Health Forums for User-level Depression Detection on Social Media.
Sravani BoinepelliTathagata RahaHarika AbburiPulkit ParikhNiyati ChhayaVasudeva VarmaPublished in: LREC (2022)
Keyphrases
- social media
- mental health
- user participation
- detection algorithm
- user generated content
- social connections
- social networks
- social media platforms
- object detection
- end users
- user defined
- user experience
- online forums
- detection accuracy
- user satisfaction
- social media data
- user interface
- false positives
- detection method
- user interaction
- higher level
- collaborative filtering
- user model
- online social networks
- big data
- levels of abstraction
- web forums
- detection rate