2020 · 16 citations · 4 references
ComputingComputer ScienceEducational TechnologyBig Data AnalyticsData MiningEducational Data MiningData PreprocessingLearner Behavior AnalysisLearning AnalyticsMachine Learning For Big DataBig Data Analytics EducationData Mining EducationStudent Activity Mining
In recent years,research on Educational Data Mining (EDM) has developed rapidly. However, most researches focus on data source issues, and ignore the importance of data preprocessing and data mining algorithms. This paper has studied EDM, with a special focus on educational big data mining algorithms. Firstly, it analyzed the relevant elements of EDM and introduces big data technology based on the requirements of educational data application. Then it introduced the common educational big data mining algorithms and their applications, and finally discussed the development trend of educational big data mining algorithms.
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