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A high performance computing technology powered multimedia fusion model in university English translation

Various forms of materials, such as pictures, videos and texts, have rapidly brought the college English translation teaching model into the era of multimedia integration. This makes it difficult for English teachers to improve college English translation by using unique materials, so as to form the...

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Detalles Bibliográficos
Autores principales: Shi, Lin, DuJiang, Minne, Gao, Ping
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10588685/
https://www.ncbi.nlm.nih.gov/pubmed/37869466
http://dx.doi.org/10.7717/peerj-cs.1608
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author Shi, Lin
DuJiang, Minne
Gao, Ping
author_facet Shi, Lin
DuJiang, Minne
Gao, Ping
author_sort Shi, Lin
collection PubMed
description Various forms of materials, such as pictures, videos and texts, have rapidly brought the college English translation teaching model into the era of multimedia integration. This makes it difficult for English teachers to improve college English translation by using unique materials, so as to form their own unique teaching style. In view of this, a multimedia comprehensive English translation framework based on the combination of big data technology and multimedia teaching mode is proposed. At the same time, the idea of building the framework is introduced from two perspectives: the integration of big data technology and multimedia, and the integration of multimedia and English teaching process. Then, a recursive neural network algorithm based on ant colony optimization algorithm is proposed and tested. Finally, the simulation results show that the proposed method has significantly improved the accuracy and retention rate, indicating the effectiveness of the framework.
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spelling pubmed-105886852023-10-21 A high performance computing technology powered multimedia fusion model in university English translation Shi, Lin DuJiang, Minne Gao, Ping PeerJ Comput Sci Artificial Intelligence Various forms of materials, such as pictures, videos and texts, have rapidly brought the college English translation teaching model into the era of multimedia integration. This makes it difficult for English teachers to improve college English translation by using unique materials, so as to form their own unique teaching style. In view of this, a multimedia comprehensive English translation framework based on the combination of big data technology and multimedia teaching mode is proposed. At the same time, the idea of building the framework is introduced from two perspectives: the integration of big data technology and multimedia, and the integration of multimedia and English teaching process. Then, a recursive neural network algorithm based on ant colony optimization algorithm is proposed and tested. Finally, the simulation results show that the proposed method has significantly improved the accuracy and retention rate, indicating the effectiveness of the framework. PeerJ Inc. 2023-10-06 /pmc/articles/PMC10588685/ /pubmed/37869466 http://dx.doi.org/10.7717/peerj-cs.1608 Text en ©2023 Shi et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ Computer Science) and either DOI or URL of the article must be cited.
spellingShingle Artificial Intelligence
Shi, Lin
DuJiang, Minne
Gao, Ping
A high performance computing technology powered multimedia fusion model in university English translation
title A high performance computing technology powered multimedia fusion model in university English translation
title_full A high performance computing technology powered multimedia fusion model in university English translation
title_fullStr A high performance computing technology powered multimedia fusion model in university English translation
title_full_unstemmed A high performance computing technology powered multimedia fusion model in university English translation
title_short A high performance computing technology powered multimedia fusion model in university English translation
title_sort high performance computing technology powered multimedia fusion model in university english translation
topic Artificial Intelligence
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10588685/
https://www.ncbi.nlm.nih.gov/pubmed/37869466
http://dx.doi.org/10.7717/peerj-cs.1608
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