Compulsory voting is a thing in some places. I wouldn't be against it. Yeah the uninformed vote will factor, but I think it's reeeallly important that people vote.
EDIT: I actually like Belgium's model - you don't have to vote, but you do need to show up at the polls and register attendance. You can abstain if you'd like.