{"title":"Innovative approaches for enhancing English learning using fuzzy logic-based intelligence assistant in the cloud platform","authors":"Shengbo Yang, Yue Hu, Dong Chen","doi":"10.1002/itl2.444","DOIUrl":null,"url":null,"abstract":"<p>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.</p>","PeriodicalId":100725,"journal":{"name":"Internet Technology Letters","volume":"8 1","pages":""},"PeriodicalIF":0.5000,"publicationDate":"2023-05-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Internet Technology Letters","FirstCategoryId":"1085","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/itl2.444","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"TELECOMMUNICATIONS","Score":null,"Total":0}
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.