Construction of feature extraction model for machine foreign language translation evaluation system

To solve the problem that English and Chinese are different in many aspects and often misunderstood in communication, the author proposes a machine foreign language translation evaluation system based on Internet of Things automation technology. By designing an interactive English-Chinese machine translation A system based on the B/S framework can help improve communication between English and Chinese. The system is based on the B/S three-layer architecture, and the system hardware part only focuses on basic language recognition hardware, English-Chinese translation hardware, and production tools; The software produces three main services, which are user access to the application, language recognition, and English-Chinese service. According to the test results: After the translation was evaluated by experts using a system developed for translation, the evaluation score of the book is 3.769 points. The language is 3.5 points, which is above the limit value of the design standard. Conclusion: It is proved that the translation quality of the system is high and meets the demands of the users.