Title: Survey on Educational Data Mining Techniques

Author(s): 1,2P V V Satya Eswara Rao,2,3S K Sankar


2Assistant Professor, Department of Information Technology, Sasi Institute of Technology and Engineering

3Assistant Professor, Department of Computer Science and Engineering , Sasi Institute of Technology and Engineering

             


Abstract

In the recent years, data mining is the most important domain in the real world aspects. By using data mining Techniques, we can identify the knowledge of different areas and get the best patterns. Educational institutions and universities are facing problems in terms of student employability. It became a big task for the educational institutions. In this regard, we identified the techniques to bring co-relation between the student academics and faculty responsibilities, where co-relation pattern means reading the knowledge from the educational student performance data. Using this data, we are applying different Data mining Techniques to find out the useful patterns and fill the gap between the Student Academics and Employability. This paper includes survey on different prediction algorithms like Classification, decision tree algorithm, C4.5, Feature with Graph structure, Bayesian, RIPPER, SVM, and compares the best performances on different aspects.


License: This work is licensed under a Creative Commons Attribution 4.0 International License.

 

Website: http://www.ijecs.in

e-ISSN:  2319-724

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