In the paper the causes of accidents are considered as consequences of subsystems failures and personnel errors in air transport system. It has been shown that each such event is a systemic one and has a causal relationship with the other events and processes. There is proposed an approach for the classification of human factors in aviation and transport system based on the set-theoretic representation.