I shut mine down over night, as it is kinda hard for me to sleep with the noise from the fans(I have a one-roomer). During the day it's on. When I don't use it it's crunching UD with the monitor.
I've heard something like If you shut it down and start it up several times during the day...like once every two hours or so, the harddrives might sustain more stress than normally.