An enhanced systematic student performance evaluation based on fuzzy logic approach for selection of best student award / Tracy Adeline Ajol ... [et al.]
he Best Student Award is one of the incentives initiated by an institution to identify potential students who are not only excellent academically, but also possess great leadership skills. Moreover, these skills may also be enhanced which subsequently contribute to the future of society. Nonetheless...
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| Format: | Article |
| Language: | en |
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Universiti Teknologi MARA
2020
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| Online Access: | https://ir.uitm.edu.my/id/eprint/115331/1/115331.pdf https://ir.uitm.edu.my/id/eprint/115331/ https://ajue.uitm.edu.my/ |
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| _version_ | 1834509025909145600 |
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| author | Ajol, Tracy Adeline Gran, Shirley Sinatra Kanyan, Agnes Lajim, Siti Farah |
| author_facet | Ajol, Tracy Adeline Gran, Shirley Sinatra Kanyan, Agnes Lajim, Siti Farah |
| author_sort | Ajol, Tracy Adeline |
| building | Tun Abdul Razak Library |
| collection | Institutional Repository |
| content_provider | Universiti Teknologi Mara |
| content_source | UiTM Institutional Repository |
| continent | Asia |
| country | Malaysia |
| description | he Best Student Award is one of the incentives initiated by an institution to identify potential students who are not only excellent academically, but also possess great leadership skills. Moreover, these skills may also be enhanced which subsequently contribute to the future of society. Nonetheless, one of the greatest challenges faced by evaluators in the selection process include uncertainty and imprecise data in measuring the students’ leadership competencies. Thus, this paper proposes the development of Initiative-Systematic Performance Evaluation (I-SPE) as an initiative tool to measure students’ competencies based on Fuzzy Logic Approach. The study focuses on the selection of the best student based on data collected from a leadership programme – Program Kepimpinan Pewaris Bangsa (PKPB) conducted at Universiti Teknologi MARA (UiTM) Cawangan Sarawak, Mukah Campus. In the current practice, tie and time-consuming challenges due to the subjectivity and complexity of measurement criteria are involved. Therefore, I-SPE will assist to provide an improved decision-making solution to evaluators during the evaluation process. Fuzzy logic tools used to develop I-SPE allow the experts to introduce any uncertainty and subjectivity into the evaluation system. The development of fuzzy rules in this model is based on five selected attributes, which include leadership, communication, teamwork, discipline and CGPA. Results obtained indicate that the proposed model I-SPE is able to improve decision-making efficiency that would lead to fairness in selecting the best candidate as compared to the conventional method. |
| format | Article |
| id | my.uitm.ir-115331 |
| institution | Universiti Teknologi Mara |
| language | en |
| publishDate | 2020 |
| publisher | Universiti Teknologi MARA |
| record_format | eprints |
| spelling | my.uitm.ir-1153312025-05-28T13:56:48Z https://ir.uitm.edu.my/id/eprint/115331/ An enhanced systematic student performance evaluation based on fuzzy logic approach for selection of best student award / Tracy Adeline Ajol ... [et al.] ajue Ajol, Tracy Adeline Gran, Shirley Sinatra Kanyan, Agnes Lajim, Siti Farah Malaysia Malaysia Fuzzy logic he Best Student Award is one of the incentives initiated by an institution to identify potential students who are not only excellent academically, but also possess great leadership skills. Moreover, these skills may also be enhanced which subsequently contribute to the future of society. Nonetheless, one of the greatest challenges faced by evaluators in the selection process include uncertainty and imprecise data in measuring the students’ leadership competencies. Thus, this paper proposes the development of Initiative-Systematic Performance Evaluation (I-SPE) as an initiative tool to measure students’ competencies based on Fuzzy Logic Approach. The study focuses on the selection of the best student based on data collected from a leadership programme – Program Kepimpinan Pewaris Bangsa (PKPB) conducted at Universiti Teknologi MARA (UiTM) Cawangan Sarawak, Mukah Campus. In the current practice, tie and time-consuming challenges due to the subjectivity and complexity of measurement criteria are involved. Therefore, I-SPE will assist to provide an improved decision-making solution to evaluators during the evaluation process. Fuzzy logic tools used to develop I-SPE allow the experts to introduce any uncertainty and subjectivity into the evaluation system. The development of fuzzy rules in this model is based on five selected attributes, which include leadership, communication, teamwork, discipline and CGPA. Results obtained indicate that the proposed model I-SPE is able to improve decision-making efficiency that would lead to fairness in selecting the best candidate as compared to the conventional method. Universiti Teknologi MARA 2020-12 Article PeerReviewed text en https://ir.uitm.edu.my/id/eprint/115331/1/115331.pdf An enhanced systematic student performance evaluation based on fuzzy logic approach for selection of best student award / Tracy Adeline Ajol ... [et al.]. (2020) Asian Journal of University Education (AJUE) <https://ir.uitm.edu.my/view/publication/Asian_Journal_of_University_Education_=28AJUE=29/>, 16 (4). pp. 10-20. ISSN 2600-9749 https://ajue.uitm.edu.my/ 10.24191/ajue.v16i4.11932 10.24191/ajue.v16i4.11932 10.24191/ajue.v16i4.11932 |
| spellingShingle | Malaysia Malaysia Fuzzy logic Ajol, Tracy Adeline Gran, Shirley Sinatra Kanyan, Agnes Lajim, Siti Farah An enhanced systematic student performance evaluation based on fuzzy logic approach for selection of best student award / Tracy Adeline Ajol ... [et al.] |
| title | An enhanced systematic student performance evaluation based on fuzzy logic approach for selection of best student award / Tracy Adeline Ajol ... [et al.] |
| title_full | An enhanced systematic student performance evaluation based on fuzzy logic approach for selection of best student award / Tracy Adeline Ajol ... [et al.] |
| title_fullStr | An enhanced systematic student performance evaluation based on fuzzy logic approach for selection of best student award / Tracy Adeline Ajol ... [et al.] |
| title_full_unstemmed | An enhanced systematic student performance evaluation based on fuzzy logic approach for selection of best student award / Tracy Adeline Ajol ... [et al.] |
| title_short | An enhanced systematic student performance evaluation based on fuzzy logic approach for selection of best student award / Tracy Adeline Ajol ... [et al.] |
| title_sort | enhanced systematic student performance evaluation based on fuzzy logic approach for selection of best student award / tracy adeline ajol ... [et al.] |
| topic | Malaysia Malaysia Fuzzy logic |
| url | https://ir.uitm.edu.my/id/eprint/115331/1/115331.pdf https://ir.uitm.edu.my/id/eprint/115331/ https://ajue.uitm.edu.my/ |
| url_provider | http://ir.uitm.edu.my/ |