Automatic Clusterization of Knowledge Bases. Catherine Shchurevich, Elena Kruchkova

Abstract. In the paper are considered intellectual systems having the knowledge bases, generated on the basis of texts in a natural language. The model of systems of such type is described and the algorithm of automatic clusterization of knowledge bases is offered. Bases of clusterization are results of work of an ant algorithm on a semantic network of the knowledge base of the system. The primary analysis of clusterization results it is offered to receive by means of neural networks. Results of testing of the described algorithm are shown, directions of the further work are designated and prospects of a method are considered. The way of visualization of knowledge by means of cutting off the insignificant information and displaying of structure of knowledge on a plane is offered.

Keywords. Knowledge base, clusterization, ant algorithm, neural network, knowledge visualization.

References. 1. “Automatic text processing” project —  http://www.aot.ru