{"title":"基于互联网信息技术的英语机器翻译算法优化","authors":"Qiang Tong","doi":"10.1145/3510858.3510898","DOIUrl":null,"url":null,"abstract":"Machine translation English technology uses computers to translate one natural language into another, and quickly convert between different languages. The translation efficiency of English automatic translation technology is low. In order to meet the needs of real-time application rather than people's expectations, the process of generating correct translation in English translation system is inseparable from the participation of translators. In this case, researchers turn their attention from automatic English translation to computer-aided English translation. The system provides translators with useful translation and auxiliary tools to help them review the translation. The interaction between the machine translation English system and the translator can guide the computer to decode and improve the quality of the output translation, so as to realize the combination of the high efficiency of the English translation system and the high accuracy of the translator. The current basic IMT method takes Internet information technology as an example to expand the scope of candidate translation elements, and designs an interactive interface based on the translator's cognitive translation process to improve the post-translation process. This paper introduces the research situation and subject source of relevant researchers in the field of interactive machine translation English in detail. The research results show that this method is effective. More computer experts and scholars also study machine translation English system and devote themselves to the research of Internet machine translation. Compared with the traditional translation methods, it improves the work efficiency.","PeriodicalId":6757,"journal":{"name":"2021 IEEE 3rd International Conference on Civil Aviation Safety and Information Technology (ICCASIT)","volume":"256 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2021-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Optimization of English Machine Translation Algorithm Based on Internet Information Technology\",\"authors\":\"Qiang Tong\",\"doi\":\"10.1145/3510858.3510898\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Machine translation English technology uses computers to translate one natural language into another, and quickly convert between different languages. The translation efficiency of English automatic translation technology is low. In order to meet the needs of real-time application rather than people's expectations, the process of generating correct translation in English translation system is inseparable from the participation of translators. In this case, researchers turn their attention from automatic English translation to computer-aided English translation. The system provides translators with useful translation and auxiliary tools to help them review the translation. The interaction between the machine translation English system and the translator can guide the computer to decode and improve the quality of the output translation, so as to realize the combination of the high efficiency of the English translation system and the high accuracy of the translator. The current basic IMT method takes Internet information technology as an example to expand the scope of candidate translation elements, and designs an interactive interface based on the translator's cognitive translation process to improve the post-translation process. This paper introduces the research situation and subject source of relevant researchers in the field of interactive machine translation English in detail. The research results show that this method is effective. More computer experts and scholars also study machine translation English system and devote themselves to the research of Internet machine translation. Compared with the traditional translation methods, it improves the work efficiency.\",\"PeriodicalId\":6757,\"journal\":{\"name\":\"2021 IEEE 3rd International Conference on Civil Aviation Safety and Information Technology (ICCASIT)\",\"volume\":\"256 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-12-18\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2021 IEEE 3rd International Conference on Civil Aviation Safety and Information Technology (ICCASIT)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/3510858.3510898\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 IEEE 3rd International Conference on Civil Aviation Safety and Information Technology (ICCASIT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3510858.3510898","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Optimization of English Machine Translation Algorithm Based on Internet Information Technology
Machine translation English technology uses computers to translate one natural language into another, and quickly convert between different languages. The translation efficiency of English automatic translation technology is low. In order to meet the needs of real-time application rather than people's expectations, the process of generating correct translation in English translation system is inseparable from the participation of translators. In this case, researchers turn their attention from automatic English translation to computer-aided English translation. The system provides translators with useful translation and auxiliary tools to help them review the translation. The interaction between the machine translation English system and the translator can guide the computer to decode and improve the quality of the output translation, so as to realize the combination of the high efficiency of the English translation system and the high accuracy of the translator. The current basic IMT method takes Internet information technology as an example to expand the scope of candidate translation elements, and designs an interactive interface based on the translator's cognitive translation process to improve the post-translation process. This paper introduces the research situation and subject source of relevant researchers in the field of interactive machine translation English in detail. The research results show that this method is effective. More computer experts and scholars also study machine translation English system and devote themselves to the research of Internet machine translation. Compared with the traditional translation methods, it improves the work efficiency.