Title:
INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD AND INFORMATION PROCESSING PROGRAM
Document Type and Number:
Japanese Patent JP2020204892
Kind Code:
A
Abstract:
To provide an information processing device that allows the relation of the other association to be reflected on machine learning when the association between an element in a first set and an element in a second set is learnt.SOLUTION: Matrix generating means of an information processing device generates a matrix that is utilized to perform machine learning on an association between the N number of elements in a first set and the N number of elements in a second set, in which the elements in the first set correspond to the respective elements in the second set one by one. With a condition being satisfied in which there is only a piece of first information in each row of the matrix and others are pieces of second information, and there is only a piece of the first information in each column of the matrix and others are pieces of the second information, learning means calculates a value by a loss function in each row and in each column using the matrix, and performs machine learning using a value obtained by synthesizing the calculated values.SELECTED DRAWING: Figure 1
Inventors:
TASHIRO KIYOSHI
Application Number:
JP2019112117A
Publication Date:
December 24, 2020
Filing Date:
June 17, 2019
Export Citation:
Assignee:
ORANGETECHLAB INC
International Classes:
G06N20/00
Domestic Patent References:
| JP2018195097A | 2018-12-06 |
Foreign References:
| US20190130583A1 | 2019-05-02 |
Other References:
福元 伸也: "単語の共起関係に基づく機械学習による文書分類", 情報処理学会 研究報告 データベースシステム（ＤＢＳ） ２０１４−ＤＢＳ−１６０ ［ＯＮＬＩＮＥ］, JPN6023017080, 11 November 2014 (2014-11-11), JP, ISSN: 0005049272
Attorney, Agent or Firm:
Noboru Shimizu