Research on an Intelligent English Translation System Based on Simhash Algorithm

The intelligent system of English translation has been the main problem in the fast and accurate translation of intelligent system research. Traditional intelligent system translation is limited in translation speed and lacks effective means to improve translation technology. For the intelligent system, there is an urgent need for a new method to improve the translation efficiency. In this paper, the basic method for the accurate and efficient translation of the intelligent system is the Simhash algorithm, which is a fast text hashing algorithm and similarity comparison method. In this paper, it is used to study how to improve the translation efficiency of English intelligent system. The experimental results show that the English intelligent system based on Simhash algorithm has a significant advantage in translation speed, compared with the traditional intelligent system. The Simhash algorithm can achieve fast and accurate translation by quickly finding the corresponding source language text through fast text matching and efficient semantic matching. In addition, the English translation intelligent system using the Simhash algorithm also has stronger load bearing capacity, and can complete the big data processing capacity in the shorter time.

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Publication Details

Published
2024-08-29
DOI
https://doi.org/10.1109/icsece61636.2024.10729408
Primary Topic
Educational Technology and Pedagogy
Type
article
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article

Research on an Intelligent English Translation System Based on Simhash Algorithm

Yiping Luo, Jie Pan
Educational Technology and Pedagogy
article

Research on an Intelligent English Translation System Based on Simhash Algorithm

Yiping Luo, Jie Pan
article en

Abstract

The intelligent system of English translation has been the main problem in the fast and accurate translation of intelligent system research. Traditional intelligent system translation is limited in translation speed and lacks effective means to improve translation technology. For the intelligent system, there is an urgent need for a new method to improve the translation efficiency. In this paper, the basic method for the accurate and efficient translation of the intelligent system is the Simhash algorithm, which is a fast text hashing algorithm and similarity comparison method. In this paper, it is used to study how to improve the translation efficiency of English intelligent system. The experimental results show that the English intelligent system based on Simhash algorithm has a significant advantage in translation speed, compared with the traditional intelligent system. The Simhash algorithm can achieve fast and accurate translation by quickly finding the corresponding source language text through fast text matching and efficient semantic matching. In addition, the English translation intelligent system using the Simhash algorithm also has stronger load bearing capacity, and can complete the big data processing capacity in the shorter time.

Huaihua University (CN)
Openalex Percentile: Top 83%
Educational Technology and Pedagogy
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Research on an Intelligent English Translation System Based on Simhash Algorithm — Yiping Luo, Jie Pan · (2024) | TGRS Research Map | TGRS