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Educational Data Mining Using JMP


Affiliations
1 Dibrugarh University, Dibrugarh, Assam, India
 

Educational Data Mining is a growing trend in case of higher education. The quality of the Educational Institute may be enhanced through discovering hidden knowledge from the student databases/data warehouses. Present paper is designed to carry out a comparative study with the TDC (Three Year Degree) Course students of different colleges affiliated to Dibrugarh University. The study is conducted with major subject wise, gender wise and category/caste wise. The experimental results may be visualized with Scatterplot3D, Bubble Plot, Fit Y by X, Run Chart, Control Chart etc. of the SAS JMP Software.

Keywords

Educational Data Mining, Classification Algorithms, SAS Jmp Software, Knowledge Discovery in Database (KDD), Regression, Bayesian classification.
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  • Educational Data Mining Using JMP

Abstract Views: 214  |  PDF Views: 112

Authors

Sadiq Hussain
Dibrugarh University, Dibrugarh, Assam, India
G. C. Hazarika
Dibrugarh University, Dibrugarh, Assam, India

Abstract


Educational Data Mining is a growing trend in case of higher education. The quality of the Educational Institute may be enhanced through discovering hidden knowledge from the student databases/data warehouses. Present paper is designed to carry out a comparative study with the TDC (Three Year Degree) Course students of different colleges affiliated to Dibrugarh University. The study is conducted with major subject wise, gender wise and category/caste wise. The experimental results may be visualized with Scatterplot3D, Bubble Plot, Fit Y by X, Run Chart, Control Chart etc. of the SAS JMP Software.

Keywords


Educational Data Mining, Classification Algorithms, SAS Jmp Software, Knowledge Discovery in Database (KDD), Regression, Bayesian classification.