Publication:
Research of Various Approaches to Forming Book Covers Based on Semantic Text Analysis

Дата
2021
Авторы
Derevianko, A. K.
Ilyasov, T. K.
Journal Title
Journal ISSN
Volume Title
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Научные группы
Организационные подразделения
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Организационная единица
Институт интеллектуальных кибернетических систем
Цель ИИКС и стратегия развития - это подготовка кадров, способных противостоять современным угрозам и вызовам, обладающих знаниями и компетенциями в области кибернетики, информационной и финансовой безопасности для решения задач разработки базового программного обеспечения, повышения защищенности критически важных информационных систем и противодействия отмыванию денег, полученных преступным путем, и финансированию терроризма.
Выпуск журнала
Аннотация
© 2021 IEEE.the article represents the use of various methods of text analysis in natural language processing tasks and the extraction of key information from it. In addition, various approaches to image generation using machine learning technologies are discussed, as well as the use of various methods for subsequent image styling. The research aims are to develop an algorithm and technology for generating the cover of a printed book based on the analysis of the text of the work. The research is divided into several main stages. The first stage is searching for the necessary information. The next step was to use text analysis methods to extract the main information from it. Next, generating images using machine learning technologies or parsing images for further placement on the cover. In the end, images are edited and stylized. Different approaches were applied for each of the stages, and the results were used to select the most appropriate one.
Описание
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Цитирование
Derevianko, A. K. Research of Various Approaches to Forming Book Covers Based on Semantic Text Analysis / Derevianko, A.K., Ilyasov, T.K. // Proceedings of the 2021 IEEE Conference of Russian Young Researchers in Electrical and Electronic Engineering, ElConRus 2021. - 2021. - P. 278-283. - 10.1109/ElConRus51938.2021.9396326
URI
https://www.doi.org/10.1109/ElConRus51938.2021.9396326
 https://www.scopus.com/record/display.uri?eid=2-s2.0-85104700507&origin=resultslist
 http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=Alerting&SrcApp=Alerting&DestApp=WOS_CPL&DestLinkType=FullRecord&UT=WOS:000669709800063
 https://openrepository.mephi.ru/handle/123456789/24034
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