Web-based medical digital libraries contain a huge amount of valuable, up-to-date health care information. However, their size, their keywordbased access methods and their lack of semantic structure make it difficult to find the desired information. In this paper we present an automatic, unsupervised and domain-independent approach for structuring the resources available in an electronic reposi...