Information processing apparatus, information processing method, and non-transitory computer readable medium
AssigneeRakuten Group, Inc.
InventorsVinayaraj POLIYAPRAM, Kyle MEDE
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Abstract
An information processing apparatus generates a trajectory sequence of a user device that is moving, the trajectory sequence including at least one IP address of the user device and at least one piece of position information representing a region including a position of the user device, acquires an IP address of a target user device as a target IP address; and predicts position information corresponding to the target IP address by inputting the target IP address to a learning model for machine learning that has learned a correspondence relationship between IP addresses and position information using the trajectory sequence.
Claims12
An information processing apparatus comprising:
- a generation unit configured to generate a trajectory sequence of a user device that is moving, the trajectory sequence including at least one IP address of the user device and at least one piece of position information representing a region including a position of the user device;
- an acquisition unit configured to acquire an IP address of a target user device as a target IP address;
- and
- a prediction unit configured to predict position information corresponding to the target IP address by inputting the target IP address to a learning model for machine learning that has learned a correspondence relationship between IP addresses and position information using the trajectory sequence.
An information processing method to be performed by an information processing apparatus, the method comprising:
- generating a trajectory sequence of a user device that is moving, the trajectory sequence including at least one IP address of the user device and at least one piece of position information representing a region including a position of the user device;
- acquiring an IP address of a target user device as a target IP address;
- and
- predicting position information corresponding to the target IP address by inputting the target IP address to a learning model for machine learning that has learned a correspondence relationship between IP addresses and position information using the trajectory sequence.
A non-transitory computer readable medium storing an information processing program for causing a computer to perform information processing, the program causing the computer to execute processing including:
- generation processing for generating a trajectory sequence of a user device that is moving, the trajectory sequence including at least one IP address of the user device and at least one piece of position information representing a region including a position of the user device;
- acquisition processing for acquiring an IP address of a target user device as a target IP address;
- and
- prediction processing for predicting position information corresponding to the target IP address by inputting the target IP address to a learning model for machine learning that has learned a correspondence relationship between IP addresses and position information using the trajectory sequence.
Dependencies are inferred from the claim text.