Remember, with first-person pronouns, it's important to consider who's talking.

Bill Gates?

If so, that "My Computer" label on the icon means he's laying claim to your desktop.

If it were YOU talking, you'd call it "You."

Or, because you're treating the computer as another entity, the icon's label should be "Your Computer" or "Me."