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Reseach Article

Data Mining Functions in Advanced Education

Published on February 2013 by Nitin Trivedi, Sachin Ahuja, Jugal Kishor Gupta, Vaibhav Mittal, Ankit Jain
International Conference on Advances in Computer Application 2013
Foundation of Computer Science USA
ICACA2013 - Number 1
February 2013
Authors: Nitin Trivedi, Sachin Ahuja, Jugal Kishor Gupta, Vaibhav Mittal, Ankit Jain
699f5289-6291-4378-9f1b-62520ac62e7c

Nitin Trivedi, Sachin Ahuja, Jugal Kishor Gupta, Vaibhav Mittal, Ankit Jain . Data Mining Functions in Advanced Education. International Conference on Advances in Computer Application 2013. ICACA2013, 1 (February 2013), 36-39.

@article{
author = { Nitin Trivedi, Sachin Ahuja, Jugal Kishor Gupta, Vaibhav Mittal, Ankit Jain },
title = { Data Mining Functions in Advanced Education },
journal = { International Conference on Advances in Computer Application 2013 },
issue_date = { February 2013 },
volume = { ICACA2013 },
number = { 1 },
month = { February },
year = { 2013 },
issn = 0975-8887,
pages = { 36-39 },
numpages = 4,
url = { /proceedings/icaca2013/number1/10395-1014/ },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Proceeding Article
%1 International Conference on Advances in Computer Application 2013
%A Nitin Trivedi
%A Sachin Ahuja
%A Jugal Kishor Gupta
%A Vaibhav Mittal
%A Ankit Jain
%T Data Mining Functions in Advanced Education
%J International Conference on Advances in Computer Application 2013
%@ 0975-8887
%V ICACA2013
%N 1
%P 36-39
%D 2013
%I International Journal of Computer Applications
Abstract

This paper is based out on the applications of data mining in advanced education. We have given three case studies for predicting the results on the basis of data mining functions. This paper will help and motivate advanced education institutions to look for improved way out.

References
  1. Jing Luan, Knowledge discovery laboratories/SPSS
  2. Berry, C. M. & Sackett, P. R. (2009). Individual differences in course choice result in underestimation of college admissions system validity.
  3. The g factor: the science of mental ability, Arthur R. Jensen; Praeger Publishers, 1998.
  4. Noftle, Erik E. ; Robins, Richard W. , Personality Predictors of Academic Outcomes: Big Five Correlates of GPA and SAT Scores, Journal of Personality and Social Psychology. Vol 93(1), July 2007, 116-130.
  5. Agrawal, R. , Imielinski, T. ; Swami A. (1993), "Mining Associations between Sets of Items in Massive Databases", Proc. of the ACM-SIGMOD 1993 Int'l Conference on Management of Data, Washington D. C. , May 1993.
  6. Aeberhard, S. , Coomans D. , and de Vel, O. (1992) "Comparison of Classifiers in High Dimensional Settings", Tech. Rep. no. 92-02, (1992), Dept. of Computer Science and Dept. of Mathematics and Statistics, James Cook University of North Queensland.
  7. Agresti, A. (2002), Categorical data analysis. 2nd edition, New York: Wiley, 2002.
  8. Albertelli, G. , Minaei-Bigdoli, B. , Punch, W. F. , Kortemeyer, G. , and Kashy, E. , (2002) "Concept Feedback In Computer-Assisted Assignments", Proceedings of the (IEEE/ASEE) Frontiers in Education conference, 2002.
  9. Albertelli, G. Sakharuk, A. , Kortemeyer, G. , Kashy, E. , (2003) "Individualized examinations for large on-campus courses", Proceedings of the (IEEE/ASEE) Frontiers in Education Conference 2003, vol 33.
  10. Azevedo, R, Bernard, R, M, "A Meta-analysis of the Effects of Feedback in Computer-based Instruction", J. Educational Computing Research 13, 111-127. (1995).
  11. Baker, J. E. (1987). Reducing bias and inefficiency in the selection algorithm, Proceeding ICGA 2, pp. 14-21, Lawrence Erlbuam Associates, Publishers, 1987.
  12. Cestnik, B. Konenenko, I. Bratko, I. (1987). ASSISTANT 86: A Knowledge Elicitation Tool for Sophisticated Users, in Bratko, I. and Navrac, N. (eds), Progress in Machine Learning, Sigma Press, UK.
  13. Dong, G. , Li, J. , (1998) "Interestingness of Discovered Association Rules in terms of Neighborhood-Based Unexpectedness", Proceedings of Pacific Asia Conference on Knowledge Discovery in Databases (PAKDD), pp. 72-86 Melbourne, 1998.
  14. Ester, M. , Kriegel, H. -P. , Xu. X. (1995) "A Database Interface for Clustering in Large Spatial Databases", Proceedings of the Knowledge Discovery and Data Mining Conference, pages 94-99, Montreal, Canada, 1995.
Index Terms

Computer Science
Information Sciences

Keywords

Gpa Models Scholar