Sometimes I splice, sometimes knot...depending on the application and my mood at the time. Sometimes I do "both", knotting and then burying the tag ends: each reinforces the other.

If there is to be an exposed tag end, I always let it fuzz. Here's why: hard, finished ends are more tangle-prone than soft, fuzzy ones.