Mining Data to Find Adept Teachers in Dealing with Students
Автор: Umesh Kumar Pandey, Saurabh Pal
Журнал: International Journal of Intelligent Systems and Applications(IJISA) @ijisa
Статья в выпуске: 3 vol.4, 2012 года.
Бесплатный доступ
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.
Educational Data mining, Knowledge Discovery, Psychometric test
Короткий адрес: https://sciup.org/15010113
IDR: 15010113
Список литературы Mining Data to Find Adept Teachers in Dealing with Students
- Luan J, “Data Mining and its Application in Higher education”, SPSS Executive Report, 2002.
- Rubenking “Hidden Messages”, PC Magzine, May 22, 2001.
- Romero C and Ventura S, “Educational Data Mining: A survey from 1995 to 2005” expert system with Application 33, pp.135-146, 2007.
- Sukhia S.P. “Educational Administration, Organization and Health Education” Agrawal Publishers, Agra, India, 2005.
- M. Bray, The shadow education system: private tutoring and its implications for planners, (2nd ed.), UNESCO, PARIS, France, 2007.
- 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.
- 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.
- 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.
- http://www.assessmind.com/
- http://en.wikipedia.org/wiki/Psychological_testing
- http://en.wikipedia.org/wiki/Latent_variables.
- Gupta S.P., “Statistical Methods”, S. Chand & Sons Educational Publishers New Delhi, 2007.