An improved anttree algorithm for document clustering

Abstract

The AntTree algorithm is a clustering method based on artificial ants which has been applied to document clustering, reaching good results. In this paper an improvement to the basic algorithm is proposed, based on the use of the information provided by the silhouette statistic. Computational results show that the improvement generates better results than the basic method. © 2010 Springer-Verlag Berlin Heidelberg.