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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
PeerJ Inc.
2023
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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. |
format | Online Article Text |
id | pubmed-10588685 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | PeerJ Inc. |
record_format | MEDLINE/PubMed |
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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