Analysis of Entry Qualification for Student Performance: An Intelligence Approach

Authors

  • M.M. Noor Universiti Malaysia Pahang
  • K. Kadirgama Universiti Malaysia Pahang
  • M.M. Rahman Universiti Malaysia Pahang
  • R.A. Bakar Universiti Malaysia Pahang
  • A. Ibrahim Universiti Malaysia Pahang

Abstract


This paper presents the intelligent system to investigate the influence of entry qualification, gender and entry results towards the student performance in university level. Entry qualifications are very important for the educational institution or educational providers to ensure quality graduate been produced. Total of 66 students were randomly selected in the faculty of mechanical engineering, Universiti Malaysia Pahang. The students are coming from foundation program, higher certificate of Malaysian Education (STPM) and diploma certificate. STPM is form six examinations in secondary school level. Radial Basis Function Network (RBFN) method was used to develop and predict the student’s performance. RBFN is an important tool to study the different type of variables for student performance. The obtained results show that the entry results plays important role however the gender plays no significant. Good entry results student normally maintains their performance throughout the study and becomes an excellent graduate.

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Author Biographies

M.M. Noor, Universiti Malaysia Pahang

Faculty of Mechanical Engineering,
Universiti Malaysia Pahang,
26600 UMP, Pekan, Pahang, Malaysia

K. Kadirgama, Universiti Malaysia Pahang

Faculty of Mechanical Engineering,
Universiti Malaysia Pahang,
26600 UMP, Pekan, Pahang, Malaysia

M.M. Rahman, Universiti Malaysia Pahang

Automotive Excellence Center,
Universiti Malaysia Pahang, Malaysia

R.A. Bakar, Universiti Malaysia Pahang

Faculty of Mechanical Engineering,
Universiti Malaysia Pahang,
26600 UMP, Pekan, Pahang, Malaysia

A. Ibrahim, Universiti Malaysia Pahang

Academic Innovation Center,
Universiti Malaysia Pahang, Malaysia

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Published

2010-01-01

How to Cite

Noor, M., Kadirgama, K., Rahman, M., Bakar, R., & Ibrahim, A. (2010). Analysis of Entry Qualification for Student Performance: An Intelligence Approach. Journal of Engineering and Technology (JET), 1, 53–62. Retrieved from https://jet.utem.edu.my/jet/article/view/102

Issue

Vol. 1 (2010): JOURNAL OF ENGINEERING AND TECHNOLOGY

Section

Articles

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