Title:
APPARATUS AND METHOD FOR PROVIDING USER'S INTERIOR STYLE ANALYSIS MODEL ON BASIS OF SNS TEXT
Document Type and Number:
WIPO Patent Application WO/2022/154376
Kind Code:
A1
Abstract:
A method for providing a style analysis model according to one embodiment of the present invention may comprise: obtaining a training document including text data written by a user and determining a first text included in the training document; determining a predetermined number of second texts from among the first text of the training document; generating a first feature vector configured on the basis of the number of times each second text is included in training documents written by each user; generating, for each class, a second feature vector on the basis of the number of times each style-specific text is included in all the obtained training documents; labeling the first feature vector with a class of a second feature vector that is most similar to the first feature vector; and generating and training a machine learning-based neural network model that derives a correlation between the first feature vector and the class labeled in the first feature vector.
Inventors:
BAEK YUNAH (KR)
YUN DAE HEE (KR)
YUN DAE HEE (KR)
Application Number:
PCT/KR2022/000275
Publication Date:
July 21, 2022
Filing Date:
January 07, 2022
Export Citation:
Assignee:
URBANBASE INC (KR)
International Classes:
G06Q50/08; G06F17/16; G06F40/205; G06F40/268; G06N3/08; G06Q50/00; G06Q50/30
Foreign References:
| KR102177336B1 | 2020-11-10 | |||
| KR20200023705A | 2020-03-06 | |||
| KR20180121466A | 2018-11-07 | |||
| KR20130009123A | 2013-01-23 | |||
| KR20150002409A | 2015-01-07 |
Attorney, Agent or Firm:
KO, Jin young (KR)
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