One way to represent the structure of students’ concepts is through the method of concept maps. Their analysis is effectively carried out using network theories, but for meaningful psychological interpretation the possibilities of mathematics are expectedly limited. At the same time, psychological theories of conceptual development provide meaningful directions for the mathematical analysis of concept maps and interpret the results of such analysis. The paper demonstrates possible ways of applying network analysis within the framework of L. S. Vygotsky’s theory.