PENERAPAN METODE ITERATIVE DICHOTOMIZER 3 (ID 3) UNTUK MENENTUKAN BEASISWA BERPRESTASI PADA SMP PGRI CARINGIN SUKABUMI

  • Rizal Amegia Saputra Sistem Informasi Akuntansi Kampus Kota Sukabumi Univeritas Bina Sarana Informatika
  • Lis Saumi Ramdhani Program Studi Sistem Informasi Kampus Kota Sukabumi Universitas Bina Sarana Informatika
  • Supriatman Supriatman Program Studi Sistem Informasi Kampus Kota Sukabumi Universitas Bina Sarana Informatika
DOI: https://doi.org/10.33480/pilar.v15i1.29
Keywords: Application of Iterative Dichotomizer Method 3, Iterative Dichotomizer Method 3, Determine Outstanding Scholarships

Abstract

Scholarships are assistance from the government to students / students who are less able or have the ability in the academic and non-academic fields that are given individually to reduce the burden in terms of material. Frequently stalling time in selection, the number of students who apply for scholarships, the number of students whose homes are far from school, the number of students who race to come early as one of the criteria eligible to receive scholarships as well as the most scholarship applicants feel disadvantaged by unfavorable decisions. Iterative Dichotomizer 3 (ID3) algorithm is the most basic decision tree learning algorithm (decision tree learning algorithm). This algorithm conducts a thorough search on all possible decisions. In this research, it will be analyzed the application of the iterative dichotomizer 3 method in the case of determining achievement scholarships. In order to make decisions quickly and accurately. From 708 scholarship candidates including 28 eligible and 680 scholarship recipients, 136 scholarship recipients were obtained from ID3 algorithm with 3 eligible and 133 who had not, and obtained an accuracy rate of 97.75% so that it could be concluded that good and can help the school.

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References

Ispriyanti, Dwi, and Abdul Hoyyi. 2016. “Analisis Klasifikasi Masa Studi Mahasiswa Prodi Statistika Undip Dengan Metode Support Vector Machine (SVM) Dan ID3 (Iterative Dichotomiser 3).” Media Statistika 9(1): 15–29.

Kamal, Ahmad. 2017. “Sistem Penunjang Keputusan Penentuan Penerima Beasiswa Dengan Metode Multiple AHP.” Jurnal Sains dan Informatika 3(2): 97. http://ejournal.kopertis10.or.id/index.php/sains/article/view/2787.

Kirom, Dalu Nuzlul, Yusuf Bilfaqih, and Rusdhianto Effendie. 2012. “Sistem Informasi Manajemen Beasiswa LTS Berbasis Sistem Pendukung Keputusan Menggunakan Analytical Hierarchy Process.” Jurnal Teknik Pomits 1(1): 1–6. http://digilib.its.ac.id/public/ITS-paper-24313-2207100183-Paper.pdf.

Narti. 2017. “Sistem Pendukung Keputusan Pemilihan Siswa Berprestasi Menggunakan Metode AHP Dan Topsis.” Jurnal Informatika 4(2): 196–205.

Pattipeilohy, William Frado, Arief Wibowo, and Dyah Retno Utari. 2017. “Pemodelan Dan Prototipe Sistem Informasi Untuk Prediksi Pembaharuan Polis Asuransi Mobil Menggunakan Algoritma C.45.” In Seminar Nasional Teknologi Dan Informatika 2017 (SNATIF), Kudus, 791–99. https://www.neliti.com/id/publications/173500/pemodelan-dan-prototipe-sistem-informasi-untuk-prediksi-pembaharuan-polis-asuran.

Pramadhani, Aline Embun, and Tedy Setiadi. 2014. “Penerapan Data Mining Untuk Klasifikasi Penyakit ISPA Dengan Algoritma Desicion Tree.” Jurnal Sarjana Teknik Informatika e-ISSN : 2338-5197 2(1): 831–39.

Radhitya, Yogha, Fitro Nur Hakim, and Achmad Solechan. 2016. “Rancang Bangun Sistem Pendukung Keputusan Penentuan Penerima Beasiswa Dengan Metode SAW.” Jurnal Speed - Sentra Penelitian Engineering dan Edukasi 8(2): 23–32.

Saputra, Rizal Amegia, Lis Saumi Ramdhani, and Supri Supriatman. 2018. “Laporan Penelitian-Penerapan Metode Iterative Dichotomizer 3 (ID 3) Untuk Menentukan Beasiswa Berprestasi Pada SMP PGRI.”
Published
2019-03-07
How to Cite
Saputra, R., Ramdhani, L., & Supriatman, S. (2019). PENERAPAN METODE ITERATIVE DICHOTOMIZER 3 (ID 3) UNTUK MENENTUKAN BEASISWA BERPRESTASI PADA SMP PGRI CARINGIN SUKABUMI. Jurnal Pilar Nusa Mandiri, 15(1), 35-40. https://doi.org/10.33480/pilar.v15i1.29
Issue
Vol 15 No 1 (2019): Pilar Nusa Mandiri : Journal of Computing and Information System Periode Maret 2019
Section
Articles
Copyright (c) 2019 Settings Rizal Amegia Saputra, Lis Saumi Ramdhani & Supriatman

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