Easy, don't take away the right to vote. Put an extra question next to the candidate to see if someone knows what that candidate stands for.

eliminates all the "random" voters.

But i tend to agree. Although i don't think it's the voting really. People tend to have a opinion about things they have absolutely no knowledge about.