{"title":"基于数据挖掘算法的智能模糊英语教学系统构建","authors":"Yang Gao","doi":"10.1145/3510858.3510910","DOIUrl":null,"url":null,"abstract":"With the improvement of my country's international status and closer exchanges with other countries, English is the universal language of the world. The country and society urgently need compound talents with comprehensive qualities and pay more attention to the practical skills of English. In this case, an intelligent fuzzy system(IFS) for English teaching was created. The system uses data mining technology to analyze the learning effects of students and optimize the teaching mode. This paper uses interviews to understand the students' English learning situation, constructs an English teaching IFS, and uses the online recommendation algorithm in data mining to analyze the data of the students' English learning situation in the system. The analysis results show that the majority of students learn English by watching English movies in their spare time, accounting for 37%, and the least number of students learning English by other methods, accounting for 11%.","PeriodicalId":6757,"journal":{"name":"2021 IEEE 3rd International Conference on Civil Aviation Safety and Information Technology (ICCASIT)","volume":"159 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2021-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Construction of an Intelligent Fuzzy System for English Teaching Based on Data Mining Algorithms\",\"authors\":\"Yang Gao\",\"doi\":\"10.1145/3510858.3510910\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"With the improvement of my country's international status and closer exchanges with other countries, English is the universal language of the world. The country and society urgently need compound talents with comprehensive qualities and pay more attention to the practical skills of English. In this case, an intelligent fuzzy system(IFS) for English teaching was created. The system uses data mining technology to analyze the learning effects of students and optimize the teaching mode. This paper uses interviews to understand the students' English learning situation, constructs an English teaching IFS, and uses the online recommendation algorithm in data mining to analyze the data of the students' English learning situation in the system. The analysis results show that the majority of students learn English by watching English movies in their spare time, accounting for 37%, and the least number of students learning English by other methods, accounting for 11%.\",\"PeriodicalId\":6757,\"journal\":{\"name\":\"2021 IEEE 3rd International Conference on Civil Aviation Safety and Information Technology (ICCASIT)\",\"volume\":\"159 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-12-18\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2021 IEEE 3rd International Conference on Civil Aviation Safety and Information Technology (ICCASIT)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/3510858.3510910\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 IEEE 3rd International Conference on Civil Aviation Safety and Information Technology (ICCASIT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3510858.3510910","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Construction of an Intelligent Fuzzy System for English Teaching Based on Data Mining Algorithms
With the improvement of my country's international status and closer exchanges with other countries, English is the universal language of the world. The country and society urgently need compound talents with comprehensive qualities and pay more attention to the practical skills of English. In this case, an intelligent fuzzy system(IFS) for English teaching was created. The system uses data mining technology to analyze the learning effects of students and optimize the teaching mode. This paper uses interviews to understand the students' English learning situation, constructs an English teaching IFS, and uses the online recommendation algorithm in data mining to analyze the data of the students' English learning situation in the system. The analysis results show that the majority of students learn English by watching English movies in their spare time, accounting for 37%, and the least number of students learning English by other methods, accounting for 11%.