TítuloExploration of textual databases using a fuzzy hiercarchical clustering algorithm in the GAMBAL system
Publication TypeJournal Article
Year of Publication2005
AuthorsTorra V, Miyamoto S, Lanau S
JournalInformation processing and management
Volume41
Número3
Paginación587 - 598
Resumen

The Internet, together with the large amount of textual information available in document archives, has increased the relevance of information retrieval related tools. In this work we present an extension of the Gambal system for clustering and visualization of documents based on fuzzy clustering techniques. The tool allows to structure the set of documents in a hierarchical way (using a fuzzy hierarchical structure) and represent this structure in a graphical interface (a 3D sphere) over which the user can navigate. Gambal allows the analysis of the documents and the computation of their similarity not only on the basis of the syntactic similarity between words but also based on a dictionary (Wordnet 1.7) and latent semantics analysis.