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ANALISIS DATA MINING MENGGUNAKAN METODE CLUSTERING TERHADAP PRESTASI SISWA I'DADIYAH SUKOREJO Abdur Rohman Nurut Toyyibin; Zaehol Fatah
Jurnal Ilmiah Multidisiplin Ilmu Vol. 2 No. 1 (2025): Februari : Jurnal Ilmiah Multidisiplin Ilmu (JIMI)
Publisher : CV. Denasya Smart Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.69714/remqnx91

Abstract

This study analyzes the performance patterns of students at Madrasah I’dadiyah Sukorejo using data mining methods, specifically clustering. The analyzed factors include exam scores and participation in extracurricular activities, as both are considered to significantly influence academic performance. Exam scores reflect mastery of subjects, while extracurricular activities often positively impact students' social skills and learning motivation.[1] The K-Means algorithm was selected to classify students into three main groups: high-performing, average-performing, and low-performing students. The clustering results are expected to provide strategic guidance for the school to improve the quality of education. Low-performing students can receive additional guidance or motivational training, while average-performing students can be encouraged to participate more actively in extracurricular activities to enhance interpersonal skills. Understanding these performance patterns helps the school design more effective programs to maximize students’ academic potential based on their needs. This study also opens opportunities for further exploration of other factors affecting academic performance, such as family conditions and the home learning environment. Thus, this approach becomes an essential step in creating a more inclusive and high-quality education system.
Perancangan Sistem Informasi Kepegawaian Pengadilan Negeri Banyuwangi Berbasis Aplikasi Web Abdur Rohman Nurut Toyyibin; Adi Susanto
Gudang Jurnal Multidisiplin Ilmu Vol. 2 No. 10 (2024): GJMI - OKTOBER
Publisher : PT. Gudang Pustaka Cendekia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59435/gjmi.v2i10.976

Abstract

Perkembangan teknologi informasi yang pesat telah membawa kemudahan dalam berbagai aspek, termasuk manajemen kepegawaian. Penelitian ini bertujuan untuk merancang dan mengimplementasikan Sistem Informasi Kepegawaian berbasis aplikasi web di Pengadilan Negeri Banyuwangi. Sistem ini dirancang untuk mengatasi masalah pengelolaan data pegawai yang masih menggunakan file dan folder, sehingga sulit untuk menemukan informasi yang dibutuhkan, terutama terkait kepangkatan dan jabatan. Dengan menggunakan metode Structured Systems Analysis and Design Method (SSADM), sistem ini diharapkan dapat meningkatkan efisiensi, akurasi, dan transparansi dalam pengelolaan data kepegawaian. Fitur yang disediakan meliputi input, edit, hapus, update, search data dan tampilan informasi kepegawaian. Implementasi sistem ini diharapkan dapat memudahkan pegawai dan hakim dalam mengakses informasi kepangkatan dan jabatan, serta meningkatkan keamanan dan efektivitas pengelolaan data di Pengadilan Negeri Banyuwangi.