Geospatial analysis of co-traveling moving entities using model

A machine-storage medium comprising instructions that, when executed by a hardware processor of a device, cause the device to perform operations comprising:

• accessing trajectory data for a plurality of moving entities;
• selecting a query moving entity from the plurality of moving entities;
• determining a set of trajectories for a set of moving entities in the plurality of moving entities where each single trajectory in the set of trajectories is near a trajectory of the query moving entity;
• determining a set of trajectory scores for the set of trajectories, the determining of the set of trajectory scores comprising scoring each individual trajectory in the set of trajectories using a scoring function that evaluates, over multiple observations, co-occurrence of the query moving entity with an individual moving entity associated with the individual trajectory;
• determining, from the set of moving entities, a set of co-traveling moving entities that co-travel with the query moving entity, the determining of the set of co-traveling moving entities being based on the set of trajectory scores;
• and
• performing an intelligence analysis based on the set of co-traveling moving entities.

A method comprising:

• accessing, by one or more hardware processors, trajectory data for a plurality of moving entities;
• selecting, by the one or more hardware processors, a query moving entity from the plurality of moving entities;
• determining, by the one or more hardware processors, a set of trajectories for a set of moving entities in the plurality of moving entities where each single trajectory in the set of trajectories is near a trajectory of the query moving entity;
• determining, by the one or more hardware processors, a set of trajectory scores for the set of trajectories, the determining of the set of trajectory scores comprising scoring each individual trajectory in the set of trajectories using a scoring function that evaluates, over multiple observations, co-occurrence of the query moving entity with an individual moving entity associated with the individual trajectory;
• determining, by the one or more hardware processors and from the set of moving entities, a set of co-traveling moving entities that co-travel with the query moving entity, the determining of the set of co-traveling moving entities being based on the set of trajectory scores;
• and
• performing, by the one or more hardware processors, an intelligence analysis based on the set of co-traveling moving entities.