Taxonomies are the focus of this issue and, in particular, the practical problems associated with creating, integrating and maintaining these crucial components of many information retrieval systems. Marge Hlava of Access Innovations, Inc., is our guest editor and has recruited timely articles on a variety of topics ranging from taxonomy creation and evaluation to integrating taxonomy structure into user experience design and utilizing taxonomies in automatic indexing. Our thanks to Margie for her efforts.