Apple's "Just For You" section is a new feature of the iTunes Music Store, currently flagged "Beta".
A "Just for You" section on the iTMS home page lists a selection of Apple recommendations based on your other music. Clicking "See All" or the "Just For You" label takes you to a "Just For You" store page with a more detailed list of recommendations.
The "Just For You" store page lists purchases you have made and recommended albums, with a playlist of recommended songs. "Already Own It" and "Don't Like It" buttons let you remove selections, which are replaced by new recommendations.
Apple has solicited feedback on the feature with a Recommendations Feedback web page:
A "Just for You" section on the iTMS home page lists a selection of Apple recommendations based on your other music. Clicking "See All" or the "Just For You" label takes you to a "Just For You" store page with a more detailed list of recommendations.
The "Just For You" store page lists purchases you have made and recommended albums, with a playlist of recommended songs. "Already Own It" and "Don't Like It" buttons let you remove selections, which are replaced by new recommendations.
Apple has solicited feedback on the feature with a Recommendations Feedback web page:
Please tell us how you feel about your iTunes Music Store personalized recommendations. Please note that we will carefully read your comments, however the sheer volume of submissions makes it impossible for us to respond. We thank you for taking the time to submit your thoughts.