Research on Modern Book Packaging Design under Aesthetic Evaluation Based on Deep Learning Model

The development of information technology has led to the rapid development of modern book packaging design. Book packaging design is different from painting. It is a kind of design process that combines artistry and practicality and has double characteristics. With the continuous progress of society...

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Autor principal:	Yuanyuan Li
Formato:	article
Lenguaje:	EN
Publicado:	Hindawi Limited 2021
Materias:	Mathematics QA1-939
Acceso en línea:	https://doaj.org/article/540fc74d733640c388e24d4305ed78bc
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spelling	oai:doaj.org-article:540fc74d733640c388e24d4305ed78bc2021-11-22T01:11:16ZResearch on Modern Book Packaging Design under Aesthetic Evaluation Based on Deep Learning Model1607-887X10.1155/2021/8214200https://doaj.org/article/540fc74d733640c388e24d4305ed78bc2021-01-01T00:00:00Zhttp://dx.doi.org/10.1155/2021/8214200https://doaj.org/toc/1607-887XThe development of information technology has led to the rapid development of modern book packaging design. Book packaging design is different from painting. It is a kind of design process that combines artistry and practicality and has double characteristics. With the continuous progress of society, people’s requirements for book packaging design have become higher and higher, and modern book packaging design has become an important topic in the field of art design. To this end, this paper introduces the machine learning algorithms used in this paper, including the AdaBoost algorithm and the SVR algorithm. Specifically, it includes the principles and specific implementation steps for AdaBoost classification algorithm and SVR regression algorithm, as well as evaluation indexes of AdaBoost classification and SVR regression analysis. Realization of physical books reflects artistry, creativity, professionalism, popularity, and vitality of books in the packaging and design of books in the electronic information era. The stimulation effect of this paper starts from packaging design, inspection mechanism, and brand psychology to get the superior design in modern book packaging design.Yuanyuan LiHindawi LimitedarticleMathematicsQA1-939ENDiscrete Dynamics in Nature and Society, Vol 2021 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Mathematics QA1-939
spellingShingle	Mathematics QA1-939 Yuanyuan Li Research on Modern Book Packaging Design under Aesthetic Evaluation Based on Deep Learning Model
description	The development of information technology has led to the rapid development of modern book packaging design. Book packaging design is different from painting. It is a kind of design process that combines artistry and practicality and has double characteristics. With the continuous progress of society, people’s requirements for book packaging design have become higher and higher, and modern book packaging design has become an important topic in the field of art design. To this end, this paper introduces the machine learning algorithms used in this paper, including the AdaBoost algorithm and the SVR algorithm. Specifically, it includes the principles and specific implementation steps for AdaBoost classification algorithm and SVR regression algorithm, as well as evaluation indexes of AdaBoost classification and SVR regression analysis. Realization of physical books reflects artistry, creativity, professionalism, popularity, and vitality of books in the packaging and design of books in the electronic information era. The stimulation effect of this paper starts from packaging design, inspection mechanism, and brand psychology to get the superior design in modern book packaging design.
format	article
author	Yuanyuan Li
author_facet	Yuanyuan Li
author_sort	Yuanyuan Li
title	Research on Modern Book Packaging Design under Aesthetic Evaluation Based on Deep Learning Model
title_short	Research on Modern Book Packaging Design under Aesthetic Evaluation Based on Deep Learning Model
title_full	Research on Modern Book Packaging Design under Aesthetic Evaluation Based on Deep Learning Model
title_fullStr	Research on Modern Book Packaging Design under Aesthetic Evaluation Based on Deep Learning Model
title_full_unstemmed	Research on Modern Book Packaging Design under Aesthetic Evaluation Based on Deep Learning Model
title_sort	research on modern book packaging design under aesthetic evaluation based on deep learning model
publisher	Hindawi Limited
publishDate	2021
url	https://doaj.org/article/540fc74d733640c388e24d4305ed78bc
work_keys_str_mv	AT yuanyuanli researchonmodernbookpackagingdesignunderaestheticevaluationbasedondeeplearningmodel
_version_	1718418281352658944

Research on Modern Book Packaging Design under Aesthetic Evaluation Based on Deep Learning Model

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