Comparing the application of classification and association rule mining techniques of data mining in an Indian university to uncover hidden patterns

Author

Pandya, S.D. ; Virparia, P.V.

Author_Institution

MCA Dept., SVIT, Vasad, India

fYear

2013

fDate

1-2 March 2013

Firstpage

361

Lastpage

364

Abstract

The Untouched data of the University can be used to achieve the competitive advantage by having data analysis using Data Mining Techniques. Comparing Application of Classification and Association Rule Mining Techniques to identify fitness of the technique in education domain is an attempt towards uncovering hidden patterns in an Indian University. By experimental results authors have found the Classification comparatively brings more clear and straight pictures of hidden patterns subject to the dataset chosen.

Keywords

data analysis; data mining; educational institutions; pattern classification; Indian university; association rule mining techniques; classification techniques; data analysis; data mining; hidden pattern uncovering; university untouched data; Association rules; Classification algorithms; Educational institutions; Itemsets; Prediction algorithms; Signal processing algorithms; association rule mining; classification; data mining; hidden patterns; indian university;

fLanguage

English

Publisher

ieee

Conference_Titel

Intelligent Systems and Signal Processing (ISSP), 2013 International Conference on

Conference_Location

Gujarat

Print_ISBN

978-1-4799-0316-0

Type

conf

DOI

10.1109/ISSP.2013.6526935

Filename

6526935