In this paper, we introduce the notions of intuitionistic fuzzy
prime (resp. strongly prime and semiprime) bi-ideals of a semigroup. By using
these ideas we characterize those semigroups for which each intuitionistic fuzzy
bi-ideal is semiprime and strongly prime.