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All Journal Singuda ENSIKOM JOURNAL OF INFORMATICS AND TELECOMMUNICATION ENGINEERING Jurnal Penelitian JURNAL MAHAJANA INFORMASI Journal of Technomaterial Physics Instal : Jurnal Komputer Jurnal Teknologi Rekayasa Jaringan Telekomunikasi (TRekRiTel) Jurnal ABDIMAS MUTIARA Jurnal Pengabdian Kepada Masyarakat dan Desa (PASSA)
Handasah, Ummu
Politeknik Negeri Medan
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Journal : Instal : Jurnal Komputer

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Implementation Fuzzy Mamdani Based Grading System for Laboratory Course in Politeknik Negeri Medan Handasah, Ummu; Afdila, Ryandika; Yusdartono, Habib Muharry; Daulay, Muhammad Sukri Habibi
Bahasa Indonesia Vol 15 No 02 (2023): Instal : Jurnal Komputer Periode (Juli-Desember)
Publisher : Cattleya Darmaya Fortuna

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54209/jurnalkomputer.v15i02.150

Abstract

The traditional grading methods used for laboratory courses often fail to capture the nuances of student performance, overlooking the contributions of attendance, lab report quality, lab skills, midterm exams, and final exams. To address this shortcoming, this study introduces a novel grading approach that employs fuzzy logic, specifically the Fuzzy Mamdani technique, to produce more comprehensive and accurate final grades. Using a dataset comprising 26 students, our study demonstrates the effectiveness of the Fuzzy Mamdani approach in determining final grades, revealing a range from 20.01 to 87.98. The crisp output values produced highlight the adaptability and accuracy of the method in evaluating complex educational processes. By applying fuzzy logic to laboratory course grading, we bridge a significant research gap and contribute to a deeper understanding of how this technology can enhance educational assessments, particularly in specialized settings like laboratories. This study paves the way for more nuanced and equitable grading practices, ensuring that students receive grades that accurately reflect their overall performance.
Co-Authors An-nisa, Nurul Andik Bintoro Arman Sani Badriana, Badriana Bakti Viyata Sundawa Daniel Halomoan Saragi Napitu Eriansyah Putra Habib Muharry Y Habib Muharry Yusdartono Habibi Daulay, M. Sukri Hamid, Muhammadin Hendrawan, Rizky Indrayadi MAKSUM PINEM Manik, Charla Tri Selda Muhammad Sukri Habibi Daulay Muhammad Yusra Mutiara Widasari Sitopu Nasution, Tuti Adi Tama Nur Adilah, Nur Pardede, Morlan Priyulida, Fitri Priyulida, Fitria Ryandika Afdila, Ryandika Sinurat, Michael Stevano Tania Alda Widasari Sitopu, Mutiara