Patent ID: 11940281
Assignee: NIPPON TELEGRAPH AND TELEPHONE CORPORATION
Field: IT methods for management (Electrical engineering)
Classification: CPC G | IPC G

Claim 5:
6. A method executed by a computer, the method comprising:
receiving route information as training data, wherein the route information indicates a route including one or more paths of a plurality of paths and moving body number information, the moving body number information indicates a number of moving bodies for a date and a time on a path to be observed among the plurality of paths; and
training a parameter of a machine learning model using a set of the route information of the route, the moving body number information of the one or more paths, and date information, wherein the training of the machine learning model comprises updating at least a parameter of a number of moving bodies on the route in the machine learning model, thereby minimizing an error between output of the machine learning model and values of the training data for improving accuracy of the output, the machine learning model determines a first relationship and a second relationship, the first relationship represents a relationship between the number of moving bodies on each path of the plurality of paths and the number of moving bodies on the route, and the second relationship represents a relationship between the numbers of moving bodies on the route at different dates and times;
storing the updated parameter of the machine learning model as a learned machine learning model; and
determining, using the learned machine learning model with the updated parameter, a number of moving bodies on a path and a number of moving bodies on a route at a future time.