To remove issues with fake reviews, remove the ability to post reviews and rankings for an application. Instead, enable a application refund system. If you don't like the application, you have 60-90 days to get a refund.
No more nonsense with fake reviews and such. You as the individual will determine if an application or song or whatever is good for you. Don't rely on reviews, they can be faked.
peace