Title :
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
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;
Conference_Titel :
Intelligent Systems and Signal Processing (ISSP), 2013 International Conference on
Conference_Location :
Gujarat
Print_ISBN :
978-1-4799-0316-0
DOI :
10.1109/ISSP.2013.6526935