Research on Design about English Intelligent Learning System for Primary School
The application potential of artificial intelligence in the field of English education is enormous,especially with the widespread use of natural language processing and deep learning technologies.A primary school English intelligent learning system was designed based on genera-tive artificial intelligence and collaborative filtering methods.The system architecture includes us-er interface layer,intelligent session layer,application function layer,and resource support layer.Generative artificial intelligence achieves efficient human-machine dialogue and voice interaction through large-scale corpora and natural language processing technology.Using recurrent neural networks to model learners' behavior improves the accuracy of personalized learning support.The application scenario section provides a detailed introduction about how the system supports learn-ers' English learning through personalized recommendations,real-time feedback,and multimedia resources.Based on constructivism,cognitive theory of multimedia learning,gamification design theory,and other theories,the underlying logic of system design is revealed,emphasizing the deep integration of technology and educational theory.The effectiveness of the system is verified through case analysis,providing new perspectives and solutions for future English teaching re-form.
artificial intelligencepupilEnglish learningintelligent learning system
国家科技期刊平台
NSTL
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