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.
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