BibSonomy publications for /user/renew/clusteringFri Feb 22 23:58:23 CET 2008Advances in Artificial Intelligence476--488Fuzzy Clustering for Topic Analysis and Summarization of Document Collections2007summarization fuzzy clustering Large document collections, such as those delivered by Internet search engines, are difficult and time-consuming for users to read and analyse. The detection of common and distinctive topics within a document set, together with the generation ofmulti-document summaries, can greatly ease the burden of information management. We show how this can be achieved with a clusteringalgorithm based on fuzzy set theory, which (i) is easy to implement and integrate into a personal information system, (ii)generates a highly flexible data structure for topic analysis and summarization, and (iii) also delivers excellent performance.