Machine Learning Evaluation of the Echo-Chamber Effect in Medical Forums

10/19/2020

∙

by   Marina Sokolova, et al.

∙

0

∙

share

We propose the Echo-Chamber Effect assessment of an online forum. Sentiments perceived by the forum readers are at the core of the analysis; a complete message is the unit of the study. We build 14 models and apply those to represent discussions gathered from an online medical forum. We use four multi-class sentiment classification applications and two Machine Learning algorithms to evaluate prowess of the assessment models.