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All Journal Tadris: Jurnal keguruan dan Ilmu Tarbiyah Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) Jurnal INSYPRO (Information System and Processing) Jurnal Eksplora Informatika Jurnal Nasional Pendidikan Teknik Informatika (JANAPATI) Digital Zone: Jurnal Teknologi Informasi dan Komunikasi JIPI (Jurnal Ilmiah Penelitian dan Pembelajaran Informatika) Jurnal Informatika dan Rekayasa Perangkat Lunak Journal of Soft Computing Exploration Jurnal Tika Online Learning in Educational Research Internet of Things and Artificial Intelligence Journal Teknovokasi : Jurnal Pengabdian Masyarakat Jurnal Pengabdian Masyarakat Jurnal Kemitraan Responsif untuk Aksi Inovatif dan Pengabdian Masyarakat Journal of Deep Learning, Computer Vision and Digital Image Processing Jurnal Sipakatau Jurnal MediaTIK Jurnal Media Informasi Teknologi Media of Computer Science
Adiba, Fhatiah
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Humanities Computer Science & IT Control & Systems Engineering Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Environmental Science Languange, Linguistic, Communication & Media Library & Information Science Social Sciences Other

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Journal : Journal of Soft Computing Exploration

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The implementation of mamdani fuzzy logic in determining student concentration in the computer engineering program Liku, Antika Diana; Adiba, Fhatiah; Kartika, A.Amalia
Journal of Soft Computing Exploration Vol. 4 No. 3 (2023): September 2023
Publisher : SHM Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52465/joscex.v4i3.211

Abstract

The selection of a concentration is an important stage for students in the Computer Engineering program at the State University of Makassar before entering the fifth semester. Each student must choose one of the concentrations in the fields of networking, embedded systems, or smart systems. This concentration selection has a significant impact on academic activities and future career abilities. However, the lack of awareness among students about their talents and interests has resulted in many students having difficulty in choosing the right concentration. To address this issue, this research proposes using the Mamdani fuzzy logic method to assist students in selecting the appropriate concentration based on their talents and interests. The approach is carried out by collecting information through questionnaires filled out by students who have completed the fourth semester of the Computer Engineering program. The collected data is then processed using the concepts of Mamdani fuzzy logic in the MATLAB environment to generate concentration scores for each field. The research results show the effectiveness of Mamdani fuzzy logic in determining the concentration of students in networking, embedded systems, and smart systems, with an accuracy rate of up to 80%. By using the appropriate linguistic variables, students' levels of interest and abilities in each field can be accurately represented. This research has benefits for students and the university in identifying the right concentration that aligns with the interests and abilities of students at the State University of Makassar.
Co-Authors Abdul Wahid Afdhaliyah, Mukhlishah Aglaia, Alifya Nuraisyar Akbar, Muh. Aksa, Muhammad Amaliah, Annisa Shela Amukune, Stephen Anastasia, Tezza Andani, Andi Ferry Adlian Tri Andi Akram Nur Risal Andi Baso Kaswar Andi Baso Kaswar Arifiyanti, Fitria Asmaul Husnah Nasrullah Awaluddin, Muh. Ghazali Ayu Hasnining Azis, Putri Alysia Baso, Fadhlirrahman Bittara, Andi Ghizzania Sirih DARMATASIA, DARMATASIA Dewi Fatmarani Surianto Edy, Marwan Ramdhany FADIAH, NUR Fajar, Andi Muhammad Fardan, Muhammad Farghina, Syakira Ayma Fathahillah Fathahillah Febriansyah Ramadhan, Haekal Firdaus Firdaus Husna Nasrullah, Asmaul Jannah, Ghina Raodatul Jariah, Rezki Nurul Jumadi Mabe Parenreng Kartika, A.Amalia Khaida, Fatihah Kurnia Prima Putra Lapendy, Jessica Crisfin Lia, Resky Amalia Liku, Antika Diana M. Miftach Fakhri Makmur, Haerunnisya Maolani, Muh. Alfi Muhammad Fajar B Muhammad Yahya Muhtadi Muliadi Munawir Munawir Mustapa, Mahmud Muthmainnah, Aindri Rizky Naoval, Ahmad Nasrullah, Asmaul Husna Nasrullah, Asmaul Husnah Nasurllah, Asmaul Husna Nasurullah, Asmaul Husna NFH, Alifya Nida Rifqi, Ainun Nurfitri, Andi Aisyah Nurjannah Nurjannah Pamput, Jessicha Putrianingsih Parenreng, Jumadi M. Prasetya, Muhammad Fahril Qadri, Zul Rahmat, Nuzulul Ramli, Abdur Rahman Resky, Andi Aulia Cahyana Rivai, Andi Tenri Ola Salsabila, Azizah Sanatang Soeharto Soeharto Sulmadani, Fitriah Sumardi, Andi Mawaddah Syahbani, Dimas Syair, Andi Irfandiari Syair Syukur, Pramudya Asoka Tahir, Muhlis Taufiq, Muhammad Aqsha Tenriola, Andi Udin, Alvin Mas Wadjidi, Abdul Rifai Wahyuni , Maya Sari Wardani, Ayu Tri Wardani, Ayu Tri Wardani WULANDARI