Application of Artificial Intelligence in Autonomous English Learning Among College Students

被引:3
|
作者
Han, Bing [1 ]
机构
[1] Hebi Polytech, Hebi 458030, Peoples R China
关键词
Artificial Intelligence; autonomous learning; college students; Backpropagation (BP) neural network; NEURAL-NETWORKS; KNOWLEDGE; SYSTEM;
D O I
10.3991/ijet.v14i06.10157
中图分类号
G40 [教育学];
学科分类号
040101 ; 120403 ;
摘要
To improve the English proficiency of college students, this paper attempts to promote autonomous English learning among these students using artificial intelligence technology. Specifically, the principles, features and application fields of artificial intelligence were introduced in details, and the requirements, structure, database and processes of autonomous English learning systems were discussed at length. On this basis, the backpropagation (BP) neural network, a typical artificial intelligence technique, was selected to design the modules of the autonomous English learning system for college students. The proposed system was then implemented in integrated open environment of Visual Studio, the architecture of the browser/server system and the SQL Server database on the Windows platform. The results show that the proposed system provides college students with intelligent and open self-evaluation tests and effective learning feedbacks. The research findings shed new light on improving the English learning of college students and reliving the pressure on college English teachers.
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页码:63 / 74
页数:12
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