How to get rid of "what's playing"-notifications in iTunes 11.1?

Since I updated my iTunes to the newest version (11.1), these notifications appear every time I play songs or listen to the radio. I really don't need that. Does anybody know how to turn them off?

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You can turn them off in the Notifications preference pane by changing the alert style for iTunes to "None":

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