People make that association, but socialism is an economic scheme, and democracy is a governance scheme, so they are not quite the same thing. In bald terms, one might easily say: democracy = mob rule.

This is truncated in modern times by the Democrats, who claim they are the "voice of the people," and therefore get to rule. This traces back to the Bolsheviks.