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Journal : Jurnal Manajemen Informatika

Implementasi Algoritma Simple Additive Weighting dalam pemilihan penerima Beasiswa di UIN Ar-Raniry Rahmat Musfikar; Delvia Maulida; Hazrullah Hazrullah
Jurnal Manajemen Informatika JAMIKA Vol 13 No 1 (2023): Jurnal Manajemen Informatika (JAMIKA)
Publisher : Program Studi Manajemen Informatika, Fakultas Teknik dan Ilmu Komputer, Universitas Komputer Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.34010/jamika.v13i1.8837

Abstract

The cost of education at tertiary institutions in Indonesia is relatively high for some groups of people. Indonesian government agencies are trying to reduce this problem. One of the ways is by providing scholarships. The large number of scholarship enthusiasts becomes a challenge for the scholarship manager in making decisions on scholarship recipients. Scholarship selection at UIN Ar-Raniry is undertaken manually, so it is less efficient in making decisions on scholarship recipients. Hence, Decision Support System is required in the selection of scholarship recipients so that it fits with the criteria. With the existence of predetermined criteria, the Simple Additive Weighting (SAW) method is employed in which this method is simple, the algorithm is not difficult, and produces precise and accurate analysis based on the specified criteria values and preference weights. This study aims to analyze the SAW algorithm in selecting KIP scholarships at UIN Ar-Raniry so that it can facilitate the selection process. This test is carried out by calculating the weight of the SAW method with the concept of the weighted sum of each alternative and all its attributes. Calculation of the best value ranking results obtained from all the alternatives used that are eligible to become KIP-College scholarship recipients. Hence, it can be concluded that by applying the SAW method in determining scholarship acceptance at UIN Ar-Raniry, it can help facilitate the selection of scholarships efficiently and effectively.
Aplikasi Prediksi Prestasi pada Siswa Menggunakan Algoritma C4.5 Rahmat Musfikar; Henita Apriadinata; Bustami Yusuf
Jurnal Manajemen Informatika JAMIKA Vol 13 No 2 (2023): Jurnal Manajemen Informatika (JAMIKA)
Publisher : Program Studi Manajemen Informatika, Fakultas Teknik dan Ilmu Komputer, Universitas Komputer Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.34010/jamika.v13i2.10649

Abstract

The development of computer technology that is increasingly modern, fast and practical greatly affects the lives of the wider community. With the existence of increasingly sophisticated technology, a country's education can foster people's abilities, form personalities and progress a dignified country in the context of educating the country's life. Therefore, education is becoming an increasingly large impact that encourages students to achieve the best achievements. One of the factors that support student achievement is craft, adequate facilities, academic grades and also quality educators. The purpose of this study is to determine the achievement of students by predicting using the C4.5 algorithm on the designed web-based application. This research uses the RAD (Rapid Application Development) method in the process of designing student achievement prediction applications using the C4.5 algorithm. The results of the designed application aim to make it easier for students to increase their potential. The application designed has become an alternative problem solving for student problems regarding achievements, both academic and non-academic. So that when students know it, they can easily continue to hone their respective interests and talents.