文章基本信息

标题：Predicting effective course conduction strategy using Datamining techniques
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作者：Parkavi A ; K. Lakshmi ; K.G. Srinivasa 等
期刊名称：Educational Research and Reviews
印刷版ISSN：1990-3839
出版年度：2017
卷号：12
期号：24
页码：1188-1198
DOI：10.5897/ERR2017.3266
语种：English
出版社：Academic Journals
摘要：Data analysis techniques can be used to analyze the pattern of data in different fields. Based on the analysis’ results, it is recommended that suggestions be provided to decision making authorities. The data mining techniques can be used in educational domain to improve the outcome of the educational sectors. The authors carried out this research study by devising a mathematical model and tool to determine effective course conduction strategy, for teaching the students regression analysis and goodness of fit test. This helps the faculty to take necessary remedial actions to improve performance in courses by selecting effective course conduction based on the students’ performance. The accuracy of prediction in this research is more as it is measured by using Rsquare value which is near to one.
关键词：Data mining; educational data analysis; course conduction strategy; outcome based education