{"title":"基于聚类算法的在线学习行为分析","authors":"Jing Dong, Zhanglong Wang, Silin Li","doi":"10.1109/ICPECA53709.2022.9718935","DOIUrl":null,"url":null,"abstract":"With the development of “Internet + education”, learners use online learning platform to carry out independent learning into the popularization stage, this study constructed online learning behavior analysis model. The clustering algorithm of data mining technology is used to analyze and generate a learning behavior analysis report, which promotes teachers to improve their teaching and implement teaching intervention, and provides suggestions for learners to improve their learning behavior.","PeriodicalId":244448,"journal":{"name":"2022 IEEE 2nd International Conference on Power, Electronics and Computer Applications (ICPECA)","volume":"41 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Analysis of Online Learning Behavior Based on Clustering Algorithm\",\"authors\":\"Jing Dong, Zhanglong Wang, Silin Li\",\"doi\":\"10.1109/ICPECA53709.2022.9718935\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"With the development of “Internet + education”, learners use online learning platform to carry out independent learning into the popularization stage, this study constructed online learning behavior analysis model. The clustering algorithm of data mining technology is used to analyze and generate a learning behavior analysis report, which promotes teachers to improve their teaching and implement teaching intervention, and provides suggestions for learners to improve their learning behavior.\",\"PeriodicalId\":244448,\"journal\":{\"name\":\"2022 IEEE 2nd International Conference on Power, Electronics and Computer Applications (ICPECA)\",\"volume\":\"41 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-01-21\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 IEEE 2nd International Conference on Power, Electronics and Computer Applications (ICPECA)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICPECA53709.2022.9718935\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 IEEE 2nd International Conference on Power, Electronics and Computer Applications (ICPECA)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICPECA53709.2022.9718935","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Analysis of Online Learning Behavior Based on Clustering Algorithm
With the development of “Internet + education”, learners use online learning platform to carry out independent learning into the popularization stage, this study constructed online learning behavior analysis model. The clustering algorithm of data mining technology is used to analyze and generate a learning behavior analysis report, which promotes teachers to improve their teaching and implement teaching intervention, and provides suggestions for learners to improve their learning behavior.