Hi Kendal,
Very nice project !
You need to use a microcontroller basically and I would suggest to use stepper motor which will give you better control over the rotation. You can use built in timers of the microcontroller to set the time.
If you are new to microcontroller programming, you better go for Arduino board.
http://www.engineersgarage.com/microcontroller/arduino-projects