Google didn’t know the answer, so here’s the solution:
Edit
/usr/share/kde4/apps/desktoptheme/default/metadata.desktop
and set the appropriate entries.
You can also put this file into your Kiosk profile, the location would be
<path to your Kiosk profile>/share/apps/desktoptheme/default/metadata.desktop
then.