Originally posted by Archdeacon Monseigneur:

basically how taming works: get them into enclosure, throw out food, leave them alone, don't build any fires nearby - ever - or at least until after they are tame.

oh, and also; enemy presence will agitate them too, so make sure to make walls, workbenches and other de-spawning buildables to prevent enemies from spawning in the middle of your pig pen.