Apple applied and received a patent for App Store. As I understand, it it is not only their right to defend the ownership of the term but their obligation. If they wish to maintain exclusivity.
Although the term app has been around for quite sometime, no one that I am aware of used (or cared about) the term App Store until apple's wildly successful launch.
Although I think they have a good case courts can be unpredictable.