DEVICE FOR ENSURING FAIRNESS OF ARTIFICIAL INTELLIGENCE LEARNING DATA SET BASED ON MULTIDIMENSIONAL SUBSET ASSOCIATION ANALYSIS, AND METHOD FOR ENSURING FAIRNESS OF ARTIFICIAL INTELLIGENCE LEARNING DATA SET BY USING SAME

Title:

Document Type and Number:

WIPO Patent Application WO/2022/114639

Kind Code:

A1

Abstract:

The present invention relates to a device for ensuring fairness of an artificial intelligence learning data set based on a multidimensional subset association analysis, and a method for ensuring fairness of an artificial intelligence learning data set by using same, the device removing the biases of attribute values, which correspond to raw data set attributes for artificial intelligence learning, and creating an artificial intelligence learning data set with ensured fairness.

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Inventors:

KWON JOON HO (KR)
KIM GOO (KR)
KIM JIN WOO (KR)
SHIN HYUN SHIL (KR)

Application Number:

PCT/KR2021/016695

Publication Date:

June 02, 2022

Filing Date:

November 16, 2021

Export Citation:

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Assignee:

NAT UNIV PUSAN IND UNIV COOP FOUND (KR)

International Classes:

G06N20/00; G06N5/02

Foreign References:

KR20200046899A	2020-05-07
KR102005628B1	2019-07-30
US20200081865A1	2020-03-12
JP2018113048A	2018-07-19
KR20160096460A	2016-08-16
KR102321735B1	2021-11-04

Attorney, Agent or Firm:

KIM, Jong Seok (KR)

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