I downloaded and installed Eclipse JUNO in Fedora 17, KDE desktop and created an eclipse.desktop. The icon does appear in the Application.Development section but it does not open when selected. I am able to open Eclipse on the command line.
The contents of my eclipse.desktop:
Comment=Eclipe SDK 3.7.2