Title:
UNSUPERVISED LEARNING-BASED METHOD AND APPARATUS FOR GENERATING SUPERVISED LEARNING MODEL, AND METHOD AND APPARATUS FOR ANALYZING UNSUPERVISED LEARNING MODEL USING SAME
Document Type and Number:
WIPO Patent Application WO/2022/114363
Kind Code:
A1
Abstract:
Disclosed are method and apparatus for generating a supervised learning model, and method and apparatus for analyzing an unsupervised learning model using the supervised learning model. A learning model management apparatus groups data into a plurality of clusters using an unsupervised learning model, trains a supervised learning model, for predicting a first group, using training data categorized into a first group comprising any one cluster from among the plurality of clusters, and a second group comprising the remaining clusters, and, on the basis of the supervised learning model, analyzes cluster attributes, including a cluster variable for the degree of influence or classification criteria, from among the data variables.
Inventors:
CHOI YU RY (KR)
KIM JI HOON (KR)
KO JAE HYUN (KR)
CHOI JOUNG HYUK (KR)
KIM JI HOON (KR)
KO JAE HYUN (KR)
CHOI JOUNG HYUK (KR)
Application Number:
PCT/KR2020/018784
Publication Date:
June 02, 2022
Filing Date:
December 21, 2020
Export Citation:
Assignee:
SOLIDWARE CO LTD (KR)
International Classes:
G06N20/20; G06N5/00
Foreign References:
| KR102092684B1 | 2020-03-24 | |||
| KR102158100B1 | 2020-09-22 | |||
| US20180293464A1 | 2018-10-11 | |||
| JP2020042330A | 2020-03-19 |
Other References:
"Master Thesis", 1 February 2020, AJOU UNIVERSITY GRADUATE SCHOOL OF COMPUTER SCIENCE AND ENGINEERING, Korea, article KIM YONG-JUN: "Rule-based Big 5 Personality Analysis Using Unsupervised Learning", pages: 1 - 75, XP055936320
Attorney, Agent or Firm:
Y.P.LEE, MOCK & PARTNERS (KR)
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