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기계학습 기반의 인포그래픽 자동 추천 시스템.

Authors :
김형균
이상희
Source :
Journal of Digital Convergence; 2021, Vol. 19 Issue 11, p17-22, 6p
Publication Year :
2021

Abstract

In this paper, a machine learning-based automatic infographic recommendation system is proposed to improve the existing infographic production method. This system consists of a part that machine learning multiple infographic images and a part that automatically recommends infographics with artificial intelligence only by inputting basic data from the user. The recommended infographics are provided in the form of a library, and additional data can be input by drag & drop method. In addition, the infographic image is designed to be dynamically adjusted according to the size of the input data. As a result of analyzing the machine learning-based automatic infographic recommendation process, the matching success rate for layout and keyword was very high, and the matching success rate for type was rather low. In the future, a study to improve the matching success rate for the image type for each part of the infographic will be needed. [ABSTRACT FROM AUTHOR]

Details

Language :
Korean
ISSN :
27136434
Volume :
19
Issue :
11
Database :
Complementary Index
Journal :
Journal of Digital Convergence
Publication Type :
Academic Journal
Accession number :
155367682
Full Text :
https://doi.org/10.14400/JDC.2021.19.11.017