Movement route prediction system, movement route prediction method, and recording medium

A movement route prediction method that is performed by a movement route prediction system and predicts a route of a moving body moving within a predetermined area in which a plurality of checkpoints including at least one departure checkpoint, at least one target checkpoint, and at least one intermediate checkpoint is arranged,

• the moving body moving within the predetermined area from the departure checkpoint to the target checkpoint via the intermediate checkpoint,
• the movement route prediction method comprising:
• acquiring, from a movement measurement system, information on a movement route of the moving body measured by the movement measurement system;
• acquiring position information of the plurality of checkpoints;
• setting transit information of the plurality of checkpoints where the moving body moves;
• dividing the information on the movement route into a plurality of divisions;
• performing machine learning on a flow line prediction model for each piece of the divided information on the movement route;
• and
• simulating the route of the moving body based on the flow line prediction model.

A recording medium for causing a computer to function as a movement route prediction system that predicts a route of a moving body moving in a predetermined area in which a plurality of checkpoints including at least one departure checkpoint, at least one target checkpoint, and at least one intermediate checkpoint is arranged,

• the moving body moving within the predetermined area from the departure checkpoint to the target checkpoint via the intermediate checkpoint,
• the recording medium being for implementing, on the computer, each of:
• a measurement data acquisition unit that acquires, from a movement measurement system, information on a movement route of the moving body measured by the movement measurement system;
• a map data input unit that acquires position information of the plurality of checkpoints;
• a workflow input unit that sets transit information of the plurality of checkpoints where the moving body moves;
• a workflow analysis unit that outputs a difference between the information on the movement route of the moving body and the set transit information;
• a flow line prediction model learning unit that divides the information on the movement route into a plurality of divisions, and performs machine learning on a flow line prediction model for each piece of the divided information of the movement route;
• and
• a movement route prediction unit that simulates the route of the moving body based on the flow line prediction model.