If you are going to use an adhesive, use some type of epoxy, devcon epoxy can be found at almost any hardware store, or walmart. make sure to clean both surfaces very well(wipe down with acetone to make sure all the oils from your skin are removed) before you glue everything up, also rough up both sides that are going to be attached. If you prepare the joint properly the epoxy should hold very well.
Kyle Fuglesten