Аннотация:Cognitive models are created by experts, and this process takes a great deal of time. The results of expert work also need to be verified, especially in cases where experts do not have complete information and cannot understand the problem situation quickly. As has previously been shown, the factors of cognitive models and their mutual relationships can be verified by applying Big Data analysis technology. This paper addresses the issue of the automated synthesis of cognitive models on the basis of the author’s convergent methodology, artificial intelligence and deep learning technology