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Data Mining in Career Counselling for Efficient and Effective Education System (EDM)

Anshu Singla1 , Sachin Garg2

Section:Review Paper, Product Type: Journal Paper
Volume-6 , Issue-12 , Page no. 692-694, Dec-2018

CrossRef-DOI:   https://doi.org/10.26438/ijcse/v6i12.692694

Online published on Dec 31, 2018

Copyright © Anshu Singla, Sachin Garg . This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

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IEEE Style Citation: Anshu Singla, Sachin Garg, “Data Mining in Career Counselling for Efficient and Effective Education System (EDM),” International Journal of Computer Sciences and Engineering, Vol.6, Issue.12, pp.692-694, 2018.

MLA Style Citation: Anshu Singla, Sachin Garg "Data Mining in Career Counselling for Efficient and Effective Education System (EDM)." International Journal of Computer Sciences and Engineering 6.12 (2018): 692-694.

APA Style Citation: Anshu Singla, Sachin Garg, (2018). Data Mining in Career Counselling for Efficient and Effective Education System (EDM). International Journal of Computer Sciences and Engineering, 6(12), 692-694.

BibTex Style Citation:
@article{Singla_2018,
author = {Anshu Singla, Sachin Garg},
title = {Data Mining in Career Counselling for Efficient and Effective Education System (EDM)},
journal = {International Journal of Computer Sciences and Engineering},
issue_date = {12 2018},
volume = {6},
Issue = {12},
month = {12},
year = {2018},
issn = {2347-2693},
pages = {692-694},
url = {https://www.ijcseonline.org/full_paper_view.php?paper_id=3398},
doi = {https://doi.org/10.26438/ijcse/v6i12.692694}
publisher = {IJCSE, Indore, INDIA},
}

RIS Style Citation:
TY - JOUR
DO = {https://doi.org/10.26438/ijcse/v6i12.692694}
UR - https://www.ijcseonline.org/full_paper_view.php?paper_id=3398
TI - Data Mining in Career Counselling for Efficient and Effective Education System (EDM)
T2 - International Journal of Computer Sciences and Engineering
AU - Anshu Singla, Sachin Garg
PY - 2018
DA - 2018/12/31
PB - IJCSE, Indore, INDIA
SP - 692-694
IS - 12
VL - 6
SN - 2347-2693
ER -

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Abstract

This is a review paper on using Data mining techniques for students in their career path and their prediction of performance .Many Techniques of data mining like Classification, Clustering, and Association Rules are used for Educational Data Mining System. Educational Data Mining is knowledge extraction from many datasets, databases and data repository in different perspective. This Paper studies many papers which surveys data mining applications and techniques that can help students for their career counseling. Weka is the powerful tool used for Data Mining Techniques. Weka J48 tool is used for decision tree classifier .Supervised Learning is used here for improving efficiency of EDM. The algorithms like classification, clustering, outlier detection, association rule, prediction etc which are used in Educational Data Mining Systems Data Mining Techniques are also here used for improving the Education System Efficiency .There is need for right counseling of student such that proper productivity of Human Resource Can be Utilized

Key-Words / Index Term

Education Data Mining,Weka,Clustering,Classification,Association,Academic Performance (key words)

References

[1]. D.K. Sofia University “St. Kl. Ohridski”, Sofia 1000Email: dorina@fmi.uni-sofia.bg “predicting Student Performance by Using Data MiningMethods for Classification”. Print ISSN: 1311-9702; Online ISSN: 1314-4081DOI: 10.2478/cait-2013-0006
[2]. R.A.SamanHina,, S.I.HaqueN.E.D University of Engineering of Technology,Karanchi,Pakistan,IJCSNS International Journal of Computer Science and Network Security, VOL.17 No.5, May 2017
[3]. Sunita B Aher ,ME (CSE) Student , Mr. LOBO L.M.R.J. Associate Professor & Head, Department of IT Walchand Institute of Technology Solapur “Data Mining in Educational System using WEKA, International Conference on Emerging Technology Trends “(ICETT) 2011 Proceedings published by International Journal of Computer Applications® (IJCA)
[4]. N.Gorad, I. Zalte .”Career Counseling using Data Mining, Vidyalankar Institute of Technology”, Mumbai, India ISSN XXXX XXXX © 2017 IJESC, Volume 7 Issue No.4

[5]. Subhalaxmi Panda, Department of Computer Science & Engineering, Siksha `O` Anusandhan University, Bhubaneswar, Odisha”A Higher Education Predictive Model Using Data Mining Techniques”
[6]. J. S.Ph.D. Scholar, Jaipur National University, Jaipur “Data Mining in Education Sector”, Special Conference Issue: National Conference on Cloud Computing & Big Data
[7]. M. S. Bhullar “Use of Data Mining in Education Sector”, Proceedings of the World Congress on Engineering and Computer Science 2012 Vol I WCECS 2012, October 24-26, 2012, San Francisco, USA ISBN: 978-988-19251-6-9 .ISSN: 2078-0958 (Print); ISSN: 2078-0966 (Online)