The choice of PC is up to you (EEE vs a prebuilt miniITX unit).
I would suggest against any flip-out monitor, motorized or not. They all tend to have issues with build quality.
There are some distinct advantages to using desktop hardware. The biggest is the ease of configuring startup/shutdown with the ignition. It can be done with a laptop/netbook as well, but not as simply.