Design of computer aided translation system for English communication language based on grey clustering evaluation

Abstract

In order to facilitate communication and communication, this paper studies the optimization of the current computer-aided translation system, and proposed a design method of English communication language computer-aided translation system based on grey clustering evaluation. By optimizing the hardware configuration and algorithm function keys of the system, the English translation mechanism of multilanguage interaction, the design idea of editing and modifying after English translation and knowledge database management are realized, and the system function framework was constructed, including the system transceiver unit, automatic translation unit, manual correction unit, task management unit and memory management unit, the performance of task management unit and memory management unit is analyzed. On this basis, the specific work flow of the design system mainly includes the English translation service flow integrating multilanguage interaction and the project-based multilanguage interaction English translation service flow design, which realizes the English translation online assistance under the multilanguage interaction environment. The experimental results show that the design system has the advantages of high online translation speed, pronunciation success rate and multilanguage translation success rate.

Extent of the Use of Computer-Aided Translation Tools in French to Igbo Language Translation among French Language Students in Colleges of Education in South-Eastern Nigeria

“…Its accessibility and familiarity could contribute to its popularity among the students. In a related study, Liang and Ma (2021) observed that students use computer-aided translation tools based on their language proficiency to enhance their translation accuracy and overcome linguistic challenges. While Google Translate may not always provide the most accurate translations, its extensive database and continuous improvement make it a reliable choice for basic translation needs.…”

“…The termbase can also be used to store and retrieve several sorts of information about the term, such as gender, definition, part of speech, use, topic field, etc., depending on the level of sophistication of the computer-aided translation tool. Additionally, some computer-aided translation applications have termbases that make it much quicker and more effective to store and retrieve multimedia resources like images, music, or video files (Liang & Ma, 2021). This is in contrast to spreadsheet programs like MS Excel.…”

Analysis of AI MT Based on Fuzzy Algorithm

“…e fuzzy evaluation index is created with the help of a fuzzy set, a standard fuzzy division of a domain, and a membership function. A fuzzy algorithm [9,10] is a fuzzy environment extension. Fuzzy algorithms represent knowledge in a more natural way for human thinking.…”