Moving means determination device

A moving means determination device comprising

• processing circuitry configured to:
• store, in a memory, a learning model in which a moving route of railroad of a user terminal held by a user is constructed on the basis of information indicating a behavior of each user for each check-in point;
• acquire a history of position management information indicating that the user terminal is located in a range based on a predetermined check-in-point as a position management log;
• and
• determine the moving route of railroad in which the user terminal moves, on the basis of the position management log and the learning model stored in the memory,
• wherein the learning model is learned by using information indicating a user's behavior and a moving time to a geofence adjacent to each geofence as an explanatory variable, and the moving route of the railway as a target variable, and
• the information indicating the user's behavior is at least one of a frequency at which the user is located within a geofence based on a check-in point, a staying time at each geofence.

A method, implemented by processing circuitry of a moving means determination device, comprising:

• storing, in a memory, a scoring table for determining a moving route of railroad of a user terminal held by a user using monitoring geofence determined based on a check-in point determined for determination;
• acquiring a history of position management information indicating that the user terminal is located in a geofence range based on a predetermined check-in point as a position management log;
• and
• determining the moving route of railroad of the user terminal on the basis of the position management log and the scoring table stored in the memory,
• wherein in the scoring table, a predetermined coefficient is assigned to each moving route with respect to the monitoring geofence, and
• wherein the processing circuitry determines the moving route by adding up the coefficients corresponding to the position, when a position associated with the movement of the user is within the monitoring geofence.