Proposal of a Document Cluster Representation based on Fuzzy Deformable Prototypes
Francisco P. Romero, José Á. Olivas, Pablo J. Garcés · European Society for Fuzzy Logic and Technology Conference · 2005
In this paper it is described the use of Fuzzy Deformable Prototypes for representing clusters of documents . We use fuzzy logic technologies and a KDD based process for automatic classification of large repositories of documents in a fuzzy and hierarchical organization. The aim is to make an optimum exploitation of the concepts contained in the documents using an updateable and understandable structure. This structure allows information to be easily examined, browsed and accessed. Therefore, we apply Fuzzy Deformable Prototypes for knowledge representation. Its use allows an easy process to deal with the incoming documents and an efficient update of the structure.