Clustering tags in enterprise and web folksonomies. Technical report, Hewlett-Packard Labs, 2007. 14 Edwin Simpson and

Tags lack organizational structure limiting their utility for navigation. We present two clustering algorithms that im-prove this by organizing tags automatically. We apply the algorithms to two very different datasets, visualize the re-sults and propose future improvements