PC Starts Back Up After Shut Down

I am really worried about what is wrong with my computer. After I do a complete shut down and wait for a few seconds. My computer will boot itself and come back on. I am really concerned about something shorting out and causing a fire. Would this because of a motherboard or hard drive?
