Application of Computer Aided Intelligent Translation in English Training System
- Resource Type
- Conference
- Authors
- Huang, Qinjin
- Source
- 2023 IEEE 3rd International Conference on Electronic Technology, Communication and Information (ICETCI) Electronic Technology, Communication and Information (ICETCI), 2023 IEEE 3rd International Conference on. :1171-1175 May, 2023
- Subject
- Communication, Networking and Broadcast Technologies
Power, Energy and Industry Applications
Robotics and Control Systems
Training
Human computer interaction
Computational modeling
Software algorithms
Probability
Linear programming
Software
Computer
artificial intelligence
english translation system
session module
semantic feature
decoding algorithm
translation system
- Language
In this paper, an English machine translation system based on human-computer interaction enhancement algorithm is designed. The hardware part uses the sub board as the processing core. Design Internet data controller. An 8b/10b translation decoder was used to implement the automatic translation process. The software part recognizes ambiguous words and builds ambiguous word matching function. English translation rules are formed by automatically matching the best meaning of ambiguous words. The M1 model is used to calculate the possible pairing probability between words in parallel corpora. The EM algorithm is used to obtain the maximum value of parameters under unknown data condition. The experimental results show that the proposed model has better performance than the existing methods, and can better meet the actual demand.