从人工智能无线网络看英语听说能力提升策略

IF 2.1 4区 计算机科学 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS Wireless Networks Pub Date : 2024-07-08 DOI:10.1007/s11276-024-03812-3
Nan Hu
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引用次数: 0

摘要

随着科学技术的飞速发展,教育领域出现了许多基于无线网络的人工智能(AI)技术衍生品,其中就包括智能学习系统。为了有效提高学生的英语听说能力,研究了基于智能学习系统的英语听说能力学习策略。首先,采用文献分析法,分析英语听说能力培养中需要注意的问题。然后,通过问卷调查了解学生英语听说学习的现状。同时,对学习过程中存在的问题进行梳理和分析。接着,研究了将基于人工智能无线网络的智能学习系统应用于英语听说能力学习的可行性。提出了基于智能学习系统的可行策略。最后,根据提出的策略,以英语听说能力相对较差的班级为实验对象进行实验教学。此外,还对实验过程中的数据和实验前后的测试数据进行了分析,以验证智能学习系统在提高英语听说能力方面的有效性。结果表明,基于人工智能无线网络的智能学习系统的学习策略能有效提高英语听说能力,增强学生学习英语听说的兴趣。实验后学生的平均听力能力比实验前提高了4.65分,显著性为0.406 >0.05,同质性方差检验的显著值为F=0.045 <0.05。结果表明,实验前后学生的听说能力存在显著差异,实验组学生的听说能力明显提高。学生对英语听说学习体系的认可度较高。本文为人工智能技术在英语教学中的应用和拓展提供了新思路。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

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English listening and speaking ability improvement strategy from Artificial Intelligence wireless network

With the rapid development of science and technology, there are many derivatives of Artificial Intelligence (AI) technology based on wireless networks in the field of education, including intelligent learning systems. The learning strategy of English listening and speaking ability based on the intelligent learning system is studied to improve students’ English listening and speaking ability effectively. Firstly, the literature analysis method is used to analyze the problems that need attention in cultivating English listening and speaking abilities. Then, the current situation of students’ English listening and speaking learning is investigated through questionnaire surveys. Also, the problems existing in the learning process are sorted out and analyzed. Next, the feasibility of applying the intelligent learning system based on the AI wireless network to learning English listening and speaking ability is studied. A feasible strategy based on the intelligent learning system is proposed. Finally, based on the proposed strategy, the class with relatively poor English listening and speaking ability is used as the experimental object for experimental teaching. In addition, the data in the experimental process and the test before and after the experiment are analyzed to verify the effectiveness of the intelligent learning system in improving English listening and speaking ability. The results show that the learning strategy of an intelligent learning system based on an AI wireless network can effectively improve English listening and speaking ability and enhance students’ interest in learning English listening and speaking. The average listening ability of the students after the experiment is higher than that of 4.65 points before the experiment, the significance is 0.406 > 0.05, and the significant value in the homogeneous variance test is F = 0.045 < 0.05. The results indicate that there is a significant difference in the listening and speaking ability of the students before and after the experiment, and the listening and speaking ability of the students in the experimental group is significantly improved. Students have a high degree of recognition of the English listening and speaking learning system. This paper provides new ideas for applying and expanding AI technology in English teaching.

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来源期刊
Wireless Networks
Wireless Networks 工程技术-电信学
CiteScore
7.70
自引率
3.30%
发文量
314
审稿时长
5.5 months
期刊介绍: The wireless communication revolution is bringing fundamental changes to data networking, telecommunication, and is making integrated networks a reality. By freeing the user from the cord, personal communications networks, wireless LAN''s, mobile radio networks and cellular systems, harbor the promise of fully distributed mobile computing and communications, any time, anywhere. Focusing on the networking and user aspects of the field, Wireless Networks provides a global forum for archival value contributions documenting these fast growing areas of interest. The journal publishes refereed articles dealing with research, experience and management issues of wireless networks. Its aim is to allow the reader to benefit from experience, problems and solutions described.
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