INFORMATION CHANGE THE WORLD

International Journal of Intelligent Systems and Applications(IJISA)

ISSN: 2074-904X (Print), ISSN: 2074-9058 (Online)

Published By: MECS Press

IJISA Vol.4, No.3, Apr. 2012

Mining Data to Find Adept Teachers in Dealing with Students

Full Text (PDF, 363KB), PP.27-33


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Author(s)

Umesh Kumar Pandey, Saurabh Pal

Index Terms

Educational Data mining;Knowledge Discovery;Psychometric test

Abstract

Higher education faculty staffs lack behind any prior training program of teaching. Mostly staffs teach students in his/her ways. They are unaware of the qualities of a teacher which they must possess as how to tackle the problems arising in teaching, what key points must be remembered while teaching etc. This may cause a teacher to be unsuccessful in classroom. So the problem is the amount of knowledge a staff has of a teaching process. Educationist finds few qualities of a good teacher. But their method is qualitative. In this paper a quantitative approach i.e. data mining is used to measure the quality of a teacher and suggest them what qualities they have.

Cite This Paper

Umesh Kumar Pandey, Saurabh Pal,"Mining Data to Find Adept Teachers in Dealing with Students", International Journal of Intelligent Systems and Applications(IJISA), vol.4, no.3, pp.27-33, 2012. DOI: 10.5815/ijisa.2012.03.04

Reference

[1]Luan J, “Data Mining and its Application in Higher education”, SPSS Executive Report, 2002.

[2]Rubenking “Hidden Messages”, PC Magzine, May 22, 2001.

[3]Romero C and Ventura S, “Educational Data Mining: A survey from 1995 to 2005” expert system with Application 33, pp.135-146, 2007.

[4]Sukhia S.P. “Educational Administration, Organization and Health Education” Agrawal Publishers, Agra, India, 2005. 

[5]M. Bray, The shadow education system: private tutoring and its implications for planners, (2nd ed.), UNESCO, PARIS, France, 2007.

[6]B.K. Bharadwaj and S. Pal. “Mining Educational Data to Analyze Students’ Performance”, International Journal of Advance Computer Science and Applications (IJACSA), Vol. 2, No. 6, pp. 63-69, 2011.

[7]S. K. Yadav, B.K. Bharadwaj and S. Pal, “Data Mining Applications: A comparative study for Predicting Student’s Performance”, International Journal of Innovative Technology and Creative Engineering (IJITCE), Vol. 1, No. 12, pp. 13-19, 2011.

[8]Chein, C., Chen, L."Data mining to improve personnel selection and enhance human capital: A case study in high technology industry", Expert Systems with Applications, In Press, 2006. 

[9]http://www.assessmind.com/

[10]http://en.wikipedia.org/wiki/Psychological_testing

[11]http://en.wikipedia.org/wiki/Latent_variables.

[12]Gupta S.P., “Statistical Methods”, S. Chand & Sons Educational Publishers New Delhi, 2007.