Student performance analysis using artificial intelligent method

MUCEET 2009 is organized by Malaysian Technical Universities Network (MTUN) comprising of Universiti Malaysia Perlis (UniMAP), Universiti Tun Hussein Onn (UTHM), Universiti Teknikal Melaka (UTeM) and Universiti Malaysia Pahang (UMP), 20th - 22nd June 2009 at M. S. Garden Hotel, Kuantan, Pahang.

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Bibliographic Details
Main Authors:	K., Kadirgama, M. M., Noor, M. S. M., Sani, M. M., Rahman, M. R. M., Rejab, M. Y., Taib, Abdullah, Ibrahim, Rosli, A. Bakar
Format:	Working Paper
Language:	English
Published:	Universiti Malaysia Pahang (UMP) 2010
Subjects:	Thermodynamics I Statistical Genetic algorithms Radial Basis Function Network (RBFN) Students > Performance Malaysian Technical Universities Conference on Engineering and Technology (MUCEET)
Online Access:	http://dspace.unimap.edu.my/xmlui/handle/123456789/9027
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Institution:	Universiti Malaysia Perlis
Language:	English

id	my.unimap-9027
record_format	dspace
spelling	my.unimap-90272010-08-23T09:10:41Z Student performance analysis using artificial intelligent method K., Kadirgama M. M., Noor M. S. M., Sani M. M., Rahman M. R. M., Rejab M. Y., Taib Abdullah, Ibrahim Rosli, A. Bakar Thermodynamics I Statistical Genetic algorithms Radial Basis Function Network (RBFN) Students -- Performance Malaysian Technical Universities Conference on Engineering and Technology (MUCEET) MUCEET 2009 is organized by Malaysian Technical Universities Network (MTUN) comprising of Universiti Malaysia Perlis (UniMAP), Universiti Tun Hussein Onn (UTHM), Universiti Teknikal Melaka (UTeM) and Universiti Malaysia Pahang (UMP), 20th - 22nd June 2009 at M. S. Garden Hotel, Kuantan, Pahang. Measuring of academic performance of students is challenging since student performance is product of socio-economic, psychological and environmental factors. This paper discussed the neural network method were used to measure student performance in Thermodynamic at Faculty of Mechanical Engineering, University Malaysia Pahang (UMP). Randomly 70 mechanical engineering students were picked to analysis their performance in these subjects with 5 variables which are Test1, Test 2, Final Examination, assignment and Quizzes. The analysis was done to measure the student performance in Thermodynamic I which final grade was used as the tools. The models show that Test 1 and Test 2 plays major role in the student final grade. Meanwhile assignments and quizzes play as a booster to their performances. The artificial intelligent model can be used for further investigate of the subject performance with include more predictor such as age, CGPA, gender and etc. 2010-08-23T09:10:41Z 2010-08-23T09:10:41Z 2009-06-20 Working Paper http://hdl.handle.net/123456789/9027 en Proceedings of the Malaysian Technical Universities Conference on Engineering and Technology (MUCEET) 2009 Universiti Malaysia Pahang (UMP)
institution	Universiti Malaysia Perlis
building	UniMAP Library
collection	Institutional Repository
continent	Asia
country	Malaysia
content_provider	Universiti Malaysia Perlis
content_source	UniMAP Library Digital Repository
url_provider	http://dspace.unimap.edu.my/
language	English
topic	Thermodynamics I Statistical Genetic algorithms Radial Basis Function Network (RBFN) Students -- Performance Malaysian Technical Universities Conference on Engineering and Technology (MUCEET)
spellingShingle	Thermodynamics I Statistical Genetic algorithms Radial Basis Function Network (RBFN) Students -- Performance Malaysian Technical Universities Conference on Engineering and Technology (MUCEET) K., Kadirgama M. M., Noor M. S. M., Sani M. M., Rahman M. R. M., Rejab M. Y., Taib Abdullah, Ibrahim Rosli, A. Bakar Student performance analysis using artificial intelligent method
description	MUCEET 2009 is organized by Malaysian Technical Universities Network (MTUN) comprising of Universiti Malaysia Perlis (UniMAP), Universiti Tun Hussein Onn (UTHM), Universiti Teknikal Melaka (UTeM) and Universiti Malaysia Pahang (UMP), 20th - 22nd June 2009 at M. S. Garden Hotel, Kuantan, Pahang.
format	Working Paper
author	K., Kadirgama M. M., Noor M. S. M., Sani M. M., Rahman M. R. M., Rejab M. Y., Taib Abdullah, Ibrahim Rosli, A. Bakar
author_facet	K., Kadirgama M. M., Noor M. S. M., Sani M. M., Rahman M. R. M., Rejab M. Y., Taib Abdullah, Ibrahim Rosli, A. Bakar
author_sort	K., Kadirgama
title	Student performance analysis using artificial intelligent method
title_short	Student performance analysis using artificial intelligent method
title_full	Student performance analysis using artificial intelligent method
title_fullStr	Student performance analysis using artificial intelligent method
title_full_unstemmed	Student performance analysis using artificial intelligent method
title_sort	student performance analysis using artificial intelligent method
publisher	Universiti Malaysia Pahang (UMP)
publishDate	2010
url	http://dspace.unimap.edu.my/xmlui/handle/123456789/9027
_version_	1643789375522209792

Student performance analysis using artificial intelligent method

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