Analyzing course affecting the results of inferential statistics students in UiTM Seremban using Association Rule Mining / Jaida Najihah Jamidin ... [et al.]

Jamidin, Jaida Najihah and Januri, Siti Sarah and Awang Raffinur, Dayang Masrafisha and Mohd, Nur Asyikin and Sazali, Nursyaza Nisa (2021) Analyzing course affecting the results of inferential statistics students in UiTM Seremban using Association Rule Mining / Jaida Najihah Jamidin ... [et al.]. Journal of Mathematics and Computing Science (JMCS), 7 (2). pp. 81-88. ISSN 0128-0767

Official URL: https://jmcs.com.my/

Abstract

Inferential Statistics was recognized as a high failure rate statistics course taken by the students of Bachelor of Science (Hons.) Statistics. Inferential Statistics is the most challenging course compared to the other courses since a majority of the students failed this course. This study aimed to analyze the courses affecting the result of Inferential Statistics. An Association Rule Mining was used to 126 graduated students from matriculation and foundation. Results showed that 239 rules had been obtained during the process of association rule mining. After removing the redundancy, only 106 most appropriate rules are associated with the objectives. This study focused on providing an effective mechanism for lecturers to improve students’ performance in the high failure rate of statistics courses. The university administration needs to improve the teaching and learning method to produce good academic performance.

Metadata

Item Type: Article
Creators:
Creators
Email / ID Num.
Jamidin, Jaida Najihah
UNSPECIFIED
Januri, Siti Sarah
UNSPECIFIED
Awang Raffinur, Dayang Masrafisha
UNSPECIFIED
Mohd, Nur Asyikin
UNSPECIFIED
Sazali, Nursyaza Nisa
UNSPECIFIED
Subjects: H Social Sciences > HA Statistics
H Social Sciences > HA Statistics > Statistical data
Divisions: Universiti Teknologi MARA, Kelantan > Machang Campus > Faculty of Computer and Mathematical Sciences
Journal or Publication Title: Journal of Mathematics and Computing Science (JMCS)
UiTM Journal Collections: UiTM Journal > Journal of Mathematics and Computing Science (JMCS)
ISSN: 0128-0767
Volume: 7
Number: 2
Page Range: pp. 81-88
Keywords: Inferential Statistics Course, Association Rule Mining
Date: December 2021
URI: https://ir.uitm.edu.my/id/eprint/56391
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56391

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