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All Journal LOFIAN: Jurnal Teknologi Informasi dan Komunikasi
Sardo Pardingotan Sipayung
Universitas Mandiri Bina Prestasi
Computer Science & IT

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Analisa Algoritma C.45 Terhadap penentuan Rekomendasi Penerima Beasiswa SMP Swasta Methodist-8 Medan Sardo Pardingotan Sipayung; Tulus Pramita Sihaloho; Ade Purba; Jenheri Rejeki Tarigan
LOFIAN: Jurnal Teknologi Informasi dan Komunikasi Vol 3 No 1 (2023): Agustus
Publisher : Universitas Mandiri Bina Prestasi (MBP)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58918/lofian.v3i1.217

Abstract

Scholarships are financial assistance with the intention to be used as a means of continuing education that is taken and is usually given by foundations, companies and government agencies. Scholarships in the form of funds used to help underprivileged students in continuing their task of completing education. Therefore the scholarship must be on target to the recipient who is truly feasible and deserves to get it. The number of prospective recipients makes the selection process take a long time. In this case the use of data mining methods can be used as a solution to facilitate the selection process. The C4.5 algorithm is an algorithm that will be used in this study. The data used are the names of students, classes, parents' income, dependents of parents, and the average report card value. Data mining processing on a training data will produce a decision tree. The evaluation method carried out in this test was obtained by the accuracy value of 93.33 %, this could be proof that the C4.5 algorithm was accurate enough to provide scholarship recommendations.
Co-Authors Ade Purba Jenheri Rejeki Tarigan Tulus Pramita Sihaloho