Penerapan Sistem Inferensi Fuzzy Metode Mamdani Untuk Penentuan Konsentrasi Mahasiswa Teknik Informatika

Richasanty Septima S(1*), Hendri Syahputra(2), Ira Zulfa(3), Husna Gemasih(4), N Nurdin(5),

(1) Universitas Gajah Putih, Aceh Tengah, Indonesia
(2) Universitas Gajah Putih, Aceh Tengah, Indonesia
(3) Universitas Gajah Putih, Aceh Tengah, Indonesia
(4) Universitas Gajah Putih, Aceh Tengah, Indonesia
(5) Universitas Gajah Putih, Aceh Tengah, Indonesia
(*) Corresponding Author

Abstract


The Informatics Engineering study at Gajah Putih University it self has two concentrations, namely intelligent computing and computer networking. Confusion problems arise or most of the students’s mistakes regarding specializationa are in accordance with abilities because the many elective courses offered are in line with the interests offered and also the inability of students to calculate the value of previous basic courses. So based on this proble, decision-making aids or recommendations are needed to students about which major concentration is most appropriate according to their abilities. The author proposes system that is able to solve the problems above, namely by creating a system based on a fuzzy inference system with the mamdani method. Mamdani’s Fuzzy Inference System (FIS) or often also known as the max-min method is used because it can tolerate uncertainty values and is based on reasoning that uses an uncertainty approach that combines numerical variables, linguistic variables and rules. In addition, the Mamdani Fuzzy Inference System (FIS) is also used because it has a smaller error value comared to the logic method. This research produced a system for determining the concentration of majors in the informatics engineering study program to help determine the appropriate recommendations with a range of defuzzilication values, namely the lowest value of 4.14 and highest 4.41.

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References


Abdul Kadir., “Pengenalan Sistem Informasi Edisi Revisi”, Andi. Yogyakarta, 2014.

Ariyanti, Lisa dkk., “Sistem Informasi Akadeik dan Administrasi dengan Metode Extreme Programming Pada Lembaga Kursus dan Pelatihan”, Jurnal Teknologi dan Sistem Informasi (JTSI), Vol. 1 No. 1 Hal: 90-96, 2020.

Arsiansyah, dkk., “Rancang Bangun Sistem Pemilihan Konsentrasi Bagi Jurusan Teknik Elektro Universitas Mataram Menggunakan Logika Fuzzy Mamdani bertingkat Berbasis Website”, Perpustakaan Universitas Mataram, 2021.

Kurniadi, dkk., “Implementasi Fuzzy Inference System Mamdani pada Pemilihan Jurusan di MA AlFatah Lampung”, Seminar Nasional Hasil Penelitian dan Pengabdian IBI DARMAJAYA Bandar Lampung, Hal: 63-71, 2020.

Nurhayati, dkk., “Sistem Prediksi Kebutuhan Vitamin A menggunakan Metode Fuzzy Mamdani ”, Jurnal Manajemen Informatika (JAMIKA) Vol. 13 No.1, Hal: 1-10, 2023.

Septian dan Agoestanto., “Penerapan Logika Fuzzy Mamdani apda Prakiraan Cuaca Harian di Kabupaten Cilacap”, Prosiding Seminar Nasioanl Matematika 6 Hal: 786-795, 2023.

Sutabri, Tata., “Analisis Sitem Informasi”, Andi. Yogyakarta, 2012.

Taufik., “Sistem Informasi Manajemen Konsep Dasar, Analisis dan Metode Pengembangan. Graha Ilmu, Yogyakarta, 2013.

Wibowo, S., “Penerapan Logika Fuzzy Dalam Penjadwalan Waktu Kuliah”, Informatika UPGRIS, 1 (Juni), 59-77, 2015.




DOI: http://dx.doi.org/10.30645/jurasik.v9i1.724

DOI (PDF): http://dx.doi.org/10.30645/jurasik.v9i1.724.g699

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