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Comparative Studies | Computer Science & Engineering | India | Volume 3 Issue 5, May 2014 | Rating: 6.9 / 10
Forecasting Some Aspects of E-Learning Educational System Using Data Mining Techniques
Jyoti Upadhyay, Dr. Pratima Gautam
Abstract: Currently in INDIA there is an increasing interest in e-education. Whenever we have a new start that time we have to face lots of problem to manage it; Data mining techniques provides lots of tools for this problem. This work provides the application of data mining to e-learning educational systems; particular web-based courses; well-known learning content management systems; and adaptive and intelligent web-based educational systems. Each of these systems has different tricks; algorithms and objectives for knowledge discovering. After preprocessing the available data in each case; data mining techniques can be applied like statistics and visualization; clustering; classification and outlier detection; association rule mining and pattern mining.
Keywords: Data Mining, E-learning, EDM, Pridiction, Association
Edition: Volume 3 Issue 5, May 2014,
Pages: 1890 - 1894