Abstract. We propose a new clustering algorithm satisfying requirements for the post-clustering algorithms as many as possible. The proposed “Fuzzy Concept ART” is the form of combining the concept vector having some advantages in document clustering with Fuzzy ART known as real-time clustering algorithms.