What adhesives should I use to repair Plaster of Paris?

I have a broken base on a plaster of paris lamp. I was thinking of E6000, which is a great adhesive for ceramic, wood and plastic, but I don't know how it would do with the porousness of P-O-P. I also have Elmers Glue-all.