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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| Format: | Article |
| Language: | English |
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Wiley
2021-01-01
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| Series: | Discrete Dynamics in Nature and Society |
| Online Access: | http://dx.doi.org/10.1155/2021/8214200 |
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| _version_ | 1832566336214007808 |
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| author | Yuanyuan Li |
| author_facet | Yuanyuan Li |
| author_sort | Yuanyuan Li |
| collection | DOAJ |
| 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 |
| id | doaj-art-540fc74d733640c388e24d4305ed78bc |
| institution | Kabale University |
| issn | 1607-887X |
| language | English |
| publishDate | 2021-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Discrete Dynamics in Nature and Society |
| spelling | doaj-art-540fc74d733640c388e24d4305ed78bc2025-02-03T01:04:25ZengWileyDiscrete Dynamics in Nature and Society1607-887X2021-01-01202110.1155/2021/8214200Research on Modern Book Packaging Design under Aesthetic Evaluation Based on Deep Learning ModelYuanyuan Li0Graduate School of ArtThe 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.http://dx.doi.org/10.1155/2021/8214200 |
| spellingShingle | Yuanyuan Li Research on Modern Book Packaging Design under Aesthetic Evaluation Based on Deep Learning Model Discrete Dynamics in Nature and Society |
| title | 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_short | 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 |
| url | http://dx.doi.org/10.1155/2021/8214200 |
| work_keys_str_mv | AT yuanyuanli researchonmodernbookpackagingdesignunderaestheticevaluationbasedondeeplearningmodel |