Innovative approaches for enhancing English learning using fuzzy logic-based intelligence assistant in the cloud platform

IF 0.5 Q4 TELECOMMUNICATIONS Internet Technology Letters Pub Date : 2023-05-18 DOI:10.1002/itl2.444
Shengbo Yang, Yue Hu, Dong Chen
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引用次数: 0

Abstract

Traditional English online learning pattern suffers from many challenges which include slow response time, and poor-quality for experiences, due to the remote distance of cloud servers. To solve these problems, this paper proposes an innovative approach which can help to optimize the English learning process by using the fuzzy logic idea based on the cloud platform. On one hand, the fuzzy logic is used to create an intelligent English learning model. On the other hand, using this model, we design a system in which the learning process is carried out efficiently. The experimental results demonstrate that this proposed work can gain students' preferences intelligently and improve their English learning scores effectively.

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利用云平台上基于模糊逻辑的智能助手,创新英语学习方法
传统的英语在线学习模式由于云服务器距离较远,存在响应速度慢、体验质量差等问题。针对这些问题,本文提出了一种创新的方法,即利用基于云平台的模糊逻辑思想来优化英语学习过程。一方面,利用模糊逻辑构建智能英语学习模型。另一方面,利用该模型设计了一个学习过程高效进行的系统。实验结果表明,该方法可以智能地获取学生的偏好,有效地提高学生的英语学习成绩。
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