基于大数据分析的网络多语言及时翻译系统设计

Design of network multilingual instant translation system based on big data analysis

由于网络多语言及时翻译系统受到字符串长度的影响,导致系统的翻译速度变慢且匹配率也比较低。为了提高网络多语言翻译系统在翻译速度和匹配率方面的性能,文中提出一种基于大数据分析的网络多语言及时翻译系统设计。将大数据分析应用到网络多语言及时翻译系统设计中,在大数据分析的基础上,通过网络多语言及时翻译服务器设计和网络多语言词法分析器设计,完成系统的硬件设计;采用特征提取算法实现网络多语言的语义特征的提取,结合设计网络多语言及时翻译算法,完成系统的软件设计。最终实现了网络多语言的及时翻译系统设计。进行仿真测试分析,测试结果表明,基于大数据分析的网络多语言及时翻译系统在翻译速度和匹配率方面性能均具有较好的提升。

As the network multi⁃language translation system is affected by the string length,resulting in the translation speed of the system is slow and the matching rate is low,a network multilingual instant translation system based on big data analysis is designed to improve the performance of the network multi⁃language translation system in translation speed and matching rate.The big data analysis is applied to the design of network multilingual instant translation system.On the basis of big data analysis,the hardware design of the system is completed by designing the network multilingual instant translation server and network multilingual lexical analyzer.The extraction of semantic features of network multilingualism is completed by means of the feature extraction algorithm,and the software design of the system is realized by combing with the designed network multilingual instant translation algorithm,so as to the design of network multilingual instant translation system is completed.The simulation test analysis is carried out,and the testing results show that the network multilingual instant translation system based on big data analysis has a better performance in terms of translation speed and matching rate.