Before revision: The social influence bias or collective influence algorithm, is an asymmetric herding effect on online social media platforms which makes users overcompensate for negative ratings but amplify positive ones.
After revision: The social influence bias is an asymmetric herding effect on online social media platforms which makes users overcompensate for negative ratings but amplify positive ones.