you can now see the recommended for you section. Apps are recommended based on the type of apps that you have downloaded, +1s by friends, and what is popular in your area. You can also eliminate anything you aren't interested in with the simple press of a button.
The recommendations are not only there for apps. Music, books, magazines and movies/TV are also suggested for you. Head on over to the Play Store to check it out!