Abstract: A method for generating a training data set to train an artificial intelligence module for assisting air traffic control, including the steps of providing a first layer of historical flight data comprising trajectory data of aircraft, the trajectory data comprising track data, flight level data or speed data along time steps (t) of the trajectory, detecting a change in the trajectory data, the change occurring at a time step t2 along the trajectory, in either track data, flight level data or speed data of at least an aircraft, labelling, by a labelling module, in a time or distance t1 located before t2 in the trajectory of the aircraft with the detected change such that the detected change is configured to correspond with an instruction given by an air traffic controller to the aircraft, the labelled historical flight data generating a training data set for the artificial intelligence module.

Abstract: A component based Application Middleware Framework (20) for modifying Application Middleware Framework (AMF) component services includes an interceptor (70) for intercepting an interface event being transmitted from a software management application (14a-14e) to a software component (40, 42). A rules database (48, 78) stores AMF component service modifying rules, and an adaptor (72) modifies the interface event based on the AMF component service modifying rules stored in the rules database (48, 70). A policy engine (74) attempts to match the interface event with the AMF component service modifying rules stored in the rules database (48, 70), and subsequently coordinates the modification of the AMF component service by the adaptor (72) when the policy engine (74) matches the interface event with at least one of the AMF component service modifying rules stored in the rules database (48, 70).