{"title":"一个用于教育数据分析的软件包的功能和体系结构解决方案","authors":"Zhenisgul Rakhmetullina, Gulzhan Soltan, Roza Mukasheva, Gulnaz Zunimova, Raushan Mukhamedova, Shynar Tezekpayeva","doi":"10.1109/ICOTEN52080.2021.9493505","DOIUrl":null,"url":null,"abstract":"The development of e-learning systems and the introduction of digital technologies in the traditional educational process leads to the emergence of large information arrays, which are studied by the analysis of educational data (EDM) - a scientific discipline associated with the application of data mining methods to information produced by educational institutions. The article discusses EDM methods and their features in comparison with data mining methods. The directions of the EDM application and the advantages that its use gives to all participants in the educational process are analyzed. The problems and challenges facing the EDM are analyzed, as well as promising areas of research.","PeriodicalId":308802,"journal":{"name":"2021 International Congress of Advanced Technology and Engineering (ICOTEN)","volume":"44 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-07-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Functional and architectural solution of a software package for the analysis of educational data\",\"authors\":\"Zhenisgul Rakhmetullina, Gulzhan Soltan, Roza Mukasheva, Gulnaz Zunimova, Raushan Mukhamedova, Shynar Tezekpayeva\",\"doi\":\"10.1109/ICOTEN52080.2021.9493505\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The development of e-learning systems and the introduction of digital technologies in the traditional educational process leads to the emergence of large information arrays, which are studied by the analysis of educational data (EDM) - a scientific discipline associated with the application of data mining methods to information produced by educational institutions. The article discusses EDM methods and their features in comparison with data mining methods. The directions of the EDM application and the advantages that its use gives to all participants in the educational process are analyzed. The problems and challenges facing the EDM are analyzed, as well as promising areas of research.\",\"PeriodicalId\":308802,\"journal\":{\"name\":\"2021 International Congress of Advanced Technology and Engineering (ICOTEN)\",\"volume\":\"44 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-07-04\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2021 International Congress of Advanced Technology and Engineering (ICOTEN)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICOTEN52080.2021.9493505\",\"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 International Congress of Advanced Technology and Engineering (ICOTEN)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICOTEN52080.2021.9493505","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Functional and architectural solution of a software package for the analysis of educational data
The development of e-learning systems and the introduction of digital technologies in the traditional educational process leads to the emergence of large information arrays, which are studied by the analysis of educational data (EDM) - a scientific discipline associated with the application of data mining methods to information produced by educational institutions. The article discusses EDM methods and their features in comparison with data mining methods. The directions of the EDM application and the advantages that its use gives to all participants in the educational process are analyzed. The problems and challenges facing the EDM are analyzed, as well as promising areas of research.
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