Sistem Informasi Pengelompokkan Kelas Diniyah Santri Pada Pondok Pesantren Kreatif AlMuhsinin Dengan Metode K-Means

  • Imam Al Arisyi S1 Teknik Informatika, Fakultas Teknologi Informasi,Universitas Hasyim Asy’ari
  • I Kadek Dwi Nuryana Fakultas Teknologi Informasi, Universitas Hasyim Asy’ari
  • Ginanjar Setyo Permadi D3 Manajemen Informatika, Fakultas Teknologi Informasi, Universitas Hasyim Asy’ari

Abstract

Diniyah Madarasah is an institution in Islamic Boarding Schools to teach santri about religious knowledge.
At the beginning of the school year Al-Muhsinin Creative Islamic Boarding School conducted a dinyah
class grouping test. However, sometimes classifications are not in accordance with the ability of students.
For this reason, a system is needed to be able to see the level of ability of the students in accordance with
the desired and desired parameters. Weighting test scores is done using the K-Means method as a means
of grouping. The iteration or repetition process in the K-Means method is very important to do because the
weight of the value is still very likely to change because it continues to be repeated until it produces a fixed
value so that it can determine the level of ability of students because the level of santri ability is seen based
on test scores held by Madrasah institutions Diniyah. The results of the testing of the system that has been
made based on data from the Al-Muhsinin Creative Islamic Boarding School have very high accuracy. The
error of the system that has been made is 0.074074.
Keywords: K-Means, PHP, Grouping, Islamic Boarding School

Published
2019-09-22