The original method of intelligent systems construction based on technology of knowledge discovery in databases is considered. To form the knowledge base of an intelligent system, it is proposed to abandon the classical approach based on the formalization of expert knowledge in favor of an alternative approach aimed at identifying interpretable empirical patterns using Data Mining methods
