It could be a bad piece of spyware/adware or trojan or something trying to reboot to load the latest version, but most likely it's a hardware issue. I'd try reinstalling Windows and then if it continues replace items in this order:
1) RAM
2) CPU/MBOARD
3) HD
Most likely if it's #2, you're going to have to rebuy everything.