Fuzzy approach for student's performance analyzer / Mohd Iqbal Radzuan

As it is a routine activity, the tedious and dreary process of evaluating student's academic records will be a problem for academic advisor to recognize their student's intelligence ability in academic. This major difficulty leads to ineffective evaluation of student's academic rec...

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Main Author:	Radzuan, Mohd Iqbal
Format:	Thesis
Language:	English
Published:	2007
Subjects:	Electronic Computers Computer Science
Online Access:	https://ir.uitm.edu.my/id/eprint/1642/1/TD_MOHD%20IMRAN%20MD%20YUSOP%20CS%2007_5%20P01.pdf
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id	my-uitm-ir.1642
record_format	uketd_dc
spelling	my-uitm-ir.16422019-07-22T01:53:56Z Fuzzy approach for student's performance analyzer / Mohd Iqbal Radzuan 2007 Radzuan, Mohd Iqbal Electronic Computers. Computer Science As it is a routine activity, the tedious and dreary process of evaluating student's academic records will be a problem for academic advisor to recognize their student's intelligence ability in academic. This major difficulty leads to ineffective evaluation of student's academic records which have to consider many criteria in order to analyze them. Sometimes, it could resuh to unreliable analyzed result. The objective of this research is to apply the concept of fuzzy logic and fuzzy inferencing in Howard Gardner's tiieory of multiple intelligence in order to determine student's intelligence level. Concept of fuzzy logic and fuzzy inferencing is proved to be well suited to the problem of this nature as it is capable of capturing the imprecision of human reasoning and judgments. These two concepts have been implemented in the prototype of Student's Performance Analyzer. The prototype is enable to assist academic advisor by analyze the student's academic record and determine their intelligence level in three different areas: spatial, logic and arithmetic, and linguistic. The prototype also is able to provide efficient and reliable analyzing result compared to human's analyzing process. As for the recommendation, the decision support system is one of the enhancement solutions to the research by combining concept of fiizzy logic, fazzy inferencing and decision support system architecture. Faculty of Computer and Mathematical Sciences 2007 Thesis https://ir.uitm.edu.my/id/eprint/1642/ https://ir.uitm.edu.my/id/eprint/1642/1/TD_MOHD%20IMRAN%20MD%20YUSOP%20CS%2007_5%20P01.pdf text en public degree Universiti Teknologi MARA Faculty of Computer and Mathematical Sciences
institution	Universiti Teknologi MARA
collection	UiTM Institutional Repository
language	English
topic	Electronic Computers Computer Science
spellingShingle	Electronic Computers Computer Science Radzuan, Mohd Iqbal Fuzzy approach for student's performance analyzer / Mohd Iqbal Radzuan
description	As it is a routine activity, the tedious and dreary process of evaluating student's academic records will be a problem for academic advisor to recognize their student's intelligence ability in academic. This major difficulty leads to ineffective evaluation of student's academic records which have to consider many criteria in order to analyze them. Sometimes, it could resuh to unreliable analyzed result. The objective of this research is to apply the concept of fuzzy logic and fuzzy inferencing in Howard Gardner's tiieory of multiple intelligence in order to determine student's intelligence level. Concept of fuzzy logic and fuzzy inferencing is proved to be well suited to the problem of this nature as it is capable of capturing the imprecision of human reasoning and judgments. These two concepts have been implemented in the prototype of Student's Performance Analyzer. The prototype is enable to assist academic advisor by analyze the student's academic record and determine their intelligence level in three different areas: spatial, logic and arithmetic, and linguistic. The prototype also is able to provide efficient and reliable analyzing result compared to human's analyzing process. As for the recommendation, the decision support system is one of the enhancement solutions to the research by combining concept of fiizzy logic, fazzy inferencing and decision support system architecture.
format	Thesis
qualification_level	Bachelor degree
author	Radzuan, Mohd Iqbal
author_facet	Radzuan, Mohd Iqbal
author_sort	Radzuan, Mohd Iqbal
title	Fuzzy approach for student's performance analyzer / Mohd Iqbal Radzuan
title_short	Fuzzy approach for student's performance analyzer / Mohd Iqbal Radzuan
title_full	Fuzzy approach for student's performance analyzer / Mohd Iqbal Radzuan
title_fullStr	Fuzzy approach for student's performance analyzer / Mohd Iqbal Radzuan
title_full_unstemmed	Fuzzy approach for student's performance analyzer / Mohd Iqbal Radzuan
title_sort	fuzzy approach for student's performance analyzer / mohd iqbal radzuan
granting_institution	Universiti Teknologi MARA
granting_department	Faculty of Computer and Mathematical Sciences
publishDate	2007
url	https://ir.uitm.edu.my/id/eprint/1642/1/TD_MOHD%20IMRAN%20MD%20YUSOP%20CS%2007_5%20P01.pdf
_version_	1783733040257695744

Fuzzy approach for student's performance analyzer / Mohd Iqbal Radzuan

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