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This paper addresses the applications of data mining in educational institution to extract useful information from the huge data sets and providing analytical tool to view and use this information for decision making processes by taking real life examples.
1 Ιουν 2016 · Data mining techniques are used to extract useful knowledge from raw data. The extracted knowledge is valuable and significantly affects the decision maker. Educational data mining (EDM)...
29 Μαρ 2017 · Applying data mining in education also known as educational data mining (EDM), which enables to better understand how students learn and identify how improve educational outcomes. Present...
1 Ιαν 2011 · The purpose of this research is to present a sample study analyzing data gathered from an educational study using data mining techniques appropriate for processing these data. In order to achieve this aim, a “Computer Self-efficiency Scale” used in educational sciences was selected and this scale was applied in a study group.
1 Νοε 2020 · Educational Data Mining (EDM) exploits statistical, machine learning and data mining in the domain of education to analyze and predict the educational data using various approaches.
Work in educational data mining is classified into the following categories, according to Romero and Ventura: Statistics and visualization. Web mining . Classification, clustering, and outlier detection. Association rule mining and sequential pattern mining. Text mining
2 Σεπ 2023 · Recent studies use educational data mining for different purposes to achieve sustainability and quality of education. One of the studies related to educational data mining emphasizes setting out improvement of teachers’ performance (Almasri et al., 2023).
