We apologize for a recent technical issue with our email system, which temporarily affected account activations. Accounts have now been activated. Authors may proceed with paper submissions. PhDFocusTM
CFP last date
20 November 2024
Call for Paper
December Edition
IJCA solicits high quality original research papers for the upcoming December edition of the journal. The last date of research paper submission is 20 November 2024

Submit your paper
Know more
The week's pick
Responsive image
An Efficient Restoration Method for the Faint Dot Matrix Images

Ao Zhu Peng Cao
Random Articles
Reseach Article

Teacher Assessment and Profiling using Fuzzy Rule based System and Apriori Algorithm

by Atta-ur-rahman
journal cover thumbnail

International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 65 - Number 5
Year of Publication: 2013
Authors: Atta-ur-rahman
10.5120/10921-5859

Atta-ur-rahman . Teacher Assessment and Profiling using Fuzzy Rule based System and Apriori Algorithm. International Journal of Computer Applications. 65, 5 ( March 2013), 22-28. DOI=10.5120/10921-5859

@article{ 10.5120/10921-5859,
author = { Atta-ur-rahman },
title = { Teacher Assessment and Profiling using Fuzzy Rule based System and Apriori Algorithm },
journal = { International Journal of Computer Applications },
issue_date = { March 2013 },
volume = { 65 },
number = { 5 },
month = { March },
year = { 2013 },
issn = { 0975-8887 },
pages = { 22-28 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume65/number5/10921-5859/ },
doi = { 10.5120/10921-5859 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T21:17:53.481968+05:30
%A Atta-ur-rahman
%T Teacher Assessment and Profiling using Fuzzy Rule based System and Apriori Algorithm
%J International Journal of Computer Applications
%@ 0975-8887
%V 65
%N 5
%P 22-28
%D 2013
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Teachers Assessment and Profiling System (TAPS) is a unique kind of approach to examine weaknesses and strengths of a teacher so that he/she may be advised to improve his/her teaching expertise. There are many software and commercially available tools for this purpose. What makes our approach distinguished from other is that a Fuzzy Rule Based System (FRBS) is proposed for assessment and for profiling apriori algorithm is proposed. Both approaches can find adequate reasoning for a teaching advisor. So, administrator will view electronically the profile of a teacher over the semesters. This could greatly help an institution to provide quality education to their students by using this system for rectification and promotion of specific teacher. Significance of the proposed scheme is shown by example and results.

References
  1. Kwok, J. W. , H. Wang, S. Y. Yuen and F. S. K. Leung. "Student Profiling System for an Agent-Based Educational System". January 2000.
  2. Sbattella, L. and R. Tedesco. "Profiling and tutoring users in virtual campus. " November 2004.
  3. Z. Sevarac " Neuro Fuzzy Reasoner for Student Modeling. " In: Proceedings of the 6th International Conference on Advanced Learning Technologies, pp. 740–744, 2006.
  4. Tzouveli, P. , P. Mylonas and S. Kollias "An intelligent e-Learning system based on learner profiling and learning resources adaptation. " May 2007.
  5. A. Bakari N. Atiqah. "Development of Online Teacher Profiling System for Secondary School. " May 2007.
  6. A. S. Drigas, Argyri K. , and Vrettaros J. "Decade Review (1999-2009): Artificial IntelligenceTechniques in Student Modeling". Institute of informatics and telecommunications. Greece.
  7. Ma, J. "Group decision support system for assessment of problem-based learning. " IEEE Trans. Educ. Vol. 39, 388–393, 1996.
  8. Zhou, D. , Ma, J. , Kwok, R. C. W. , Tian, Q. ,"Group decision support system for project assessment based on fuzzy set theory. " Presented at the Proc. 32nd Hawaii Int. Conf. System Sciences (HICSS-32), Honolulu, HI, January 1999.
  9. Zadeh, L. A. " Fuzzy Logic systems: Origin, Concepts and Trends. ", 2004.
  10. Agrawal, R and Srikant. "Fast Algorithm for Mining Association Rule. " Proc. of the 20th Int'l Conference on Very Large Databases, Santiago, Chile, Sept. 1994
Index Terms

Computer Science
Information Sciences

Keywords

Apriori algorithm Fuzzy Rule Based System Profiling Assessment

Powered by PhDFocusTM