Clustering Tags in Enterprise and Web Folksonomies

Abstract

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