-During the development of the system for anomaly detection in the electronic information system, there is a need to review the existing research in the field of user behaviour modelling. Approaches to user behaviour modelling are very diverse: the algorithms based on neural networks, agent-based approach, Bayesian networks and ontologies. Each approach has its advantages and disadvantages, features, and the applicability for the infrastructure of modern complex electronic systems.