Pandora One Desktop App does the same thing, except straight from your PC's desktop this time around. The more songs you rate, the better Pandora gets at personalizing song suggestions for you.
It does this by taking into account music you give either a thumbs up or thumbs down after listening to it. Pandora is a music streaming website that helps you discover new music and artists.