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

  • Rizal Amegia Saputra (1*) Sistem Informasi Akuntansi Kampus Kota Sukabumi Univeritas Bina Sarana Informatika
  • Lis Saumi Ramdhani (2) Program Studi Sistem Informasi Kampus Kota Sukabumi Universitas Bina Sarana Informatika
  • Supriatman Supriatman (3) Program Studi Sistem Informasi Kampus Kota Sukabumi Universitas Bina Sarana Informatika

    • (*) Corresponding Author
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.

Downloads

Download data is not yet available.

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
Article Metrics

Abstract viewed = 608 times
PDF downloaded = 552 times
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

An author who publishes in the Pilar Nusa Mandiri: Journal of Computing and Information System agrees to the following terms:

  1. Author retains the copyright and grants the journal the right of first publication of the work simultaneously licensed under the Creative Commons Attribution-NonCommercial 4.0 License that allows others to share the work with an acknowledgement of the work's authorship and initial publication in this journal
  2. Author is able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book) with the acknowledgement of its initial publication in this journal.
  3. Author is permitted and encouraged to post his/her work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of the published work (See The Effect of Open Access).
    Read more about the Creative Commons Attribution-NonCommercial 4.0 Licence here: https://creativecommons.org/licenses/by-nc/4.0/.