As an Ubuntu user, I think this was same thing Canonical were driving at with their Ubuntu Touch phone OS and "convergence" plans, before they abandoned them back in March.
Looking at some the screen shots have me thinking the desktop looks like KDE.
Hats off to Samsung, I like the look of it.