Title:
情報処理装置、情報処理方法及び情報処理プログラム
Document Type and Number:
Japanese Patent JP7407152
Kind Code:
B2
Abstract:
To provide an information processing device, an information processing method and an information processing program that allow user sides to share a model to perform evolutionary calculation and then update the model.SOLUTION: In an information processing system that has a terminal device and an information providing device connected communicably by wired or wireless communication to each other through a network, respectively, the information processing device (terminal device) comprises: a reception unit which receives a model distributed from a server side; an acquisition unit which acquires data to be used for learning; a learning unit which uses the data to perform on-device machine learning on the model; an exchange unit (conversion unit) which exchanges models with an information processing device of another person to acquire the other person's model to which the information processing device of the other person has performed machine learning; a determination unit which uses the data to perform comparative examination on precision of inference between the model and the model of the other person so as to determine which is superior; and an update unit which updates through the comparative examination the model to a model higher in precision of inference between the model and the model of the other person.SELECTED DRAWING: Figure 3
Inventors:
Kota Tsubouchi
Takashi Miyazaki
Takashi Miyazaki
Application Number:
JP2021134752A
Publication Date:
December 28, 2023
Filing Date:
August 20, 2021
Export Citation:
Assignee:
LINE Yahoo Corporation
International Classes:
G06N20/20
Domestic Patent References:
| JP2020005184A | ||||
| JP2013097713A | ||||
| JP2018094686A | ||||
| JP2020091653A |
Foreign References:
| WO2020205648A1 |
Attorney, Agent or Firm:
Sakai International Patent Office