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All Journal International Journal of Electrical and Computer Engineering International Journal of Power Electronics and Drive Systems (IJPEDS) Seminar Nasional Aplikasi Teknologi Informasi (SNATI) Prosiding Seminar Nasional Sains Dan Teknologi Fakultas Teknik International Journal of Education Jurnal technoscientia Jurnal Teknologi Prosiding SNATIF Telematika ELKOMIKA: Jurnal Teknik Energi Elektrik, Teknik Telekomunikasi, & Teknik Elektronika Jurnal Perlindungan Tanaman Indonesia JURNAL NASIONAL TEKNIK ELEKTRO JTET (Jurnal Teknik Elektro Terapan) Al-Hayat: Journal of Islamic Education Jurnal Informatika Universitas Pamulang JCRS (Journal of Community Research and Service) IJITEE (International Journal of Information Technology and Electrical Engineering) Jurnal Pendidikan dan Kewirausahaan Indonesian Journal of Electrical Engineering and Computer Science JURNAL TEKNOLOGI TECHNOSCIENTIA Jurnal Generic JAREE (Journal on Advanced Research in Electrical Engineering) Pasundan Journal of Mathematics Education : Jurnal Pendidikan Matematika TAJDID: Jurnal Pemikiran Keislaman dan Kemanusiaan Jurnal Nasional Teknik Elektro dan Teknologi Informasi Jurnal INFOTEL Kreano, Jurnal Matematika Kreatif Inovatif Journal of Islamic Education
Eka Firmansyah
Universitas Gadjah Mada
Religion Agriculture, Biological Sciences & Forestry Arts Humanities Chemical Engineering, Chemistry & Bioengineering Computer Science & IT Control & Systems Engineering Earth & Planetary Sciences Education Electrical & Electronics Engineering Energy Engineering Environmental Science Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Materials Science & Nanotechnology Mathematics Mechanical Engineering Physics Social Sciences Other

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Journal : Jurnal Informatika Universitas Pamulang

 1 
Analisis Pola Pelanggaran Tata Tertib siswa untuk Meminimalisir Kasus Pelanggaran dengan Algoritma FP-Growth Firmansyah, Eka; Gunawan, Dedi
Jurnal Informatika Universitas Pamulang Vol 10 No 2 (2025): JURNAL INFORMATIKA UNIVERSITAS PAMULANG
Publisher : Teknik Informatika Universitas Pamulang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32493/jiup.v10i2.52258

Abstract

This research is motivated by the number of transactions in the last five years (2019–2023), 80% of students have a level of discipline violation, indicating the need for more strategic discipline. This study aims to analyze the systemic relationship between various types of participants to identify the causes of the problem. The method used in data mining is the FP-Growth algorithm, which is applied to 1,500 historical data points with a minimum support of 0.1 and a confidence level of 0.7. The analysis results show 15 significant pattern associations, with the strongest correlation between "Late → Not doing assignments" (confidence 0.83) and "Truancy → Smoking in school areas" (confidence 0.75, lift 2.5). This forms the basis for data-driven intervention recommendations, such as the implementation of the "Morning Check-in" program and the implementation of supervision in vulnerable areas, which will provide practical support to improve the effectiveness of school discipline management across schools.
Co-Authors -, Priyatmadi Addin Suwastono, Addin Adeguna Ridlo Pramurti Adha Imam Cahyadi Agung Prasetyo Agus Sujono Anang Budhi Nugroho Arief Wisnu Wardana Artakusuma, Dwi Dharma Beny Firman beny firman, beny Budi Nugroho CAHYADEWA, FELIX AUSTIN Deddy Susilo Dedi Gunawan Dwi Dharma Artakusuma Dwiarifiyanti, Septian Dwiyana, A. Sy. Dina Fasa, Iraldy Laendra Fauzan, Naufal Hilmi Fikra Titan Syifa Fikri Waskito Fransisco Danang Wijaya Hanny Hafiar Hardiansyah Hardiansyah Harnoko St., Harnoko Ibnu Hasan, Ibnu Inaya Retno Putri Indah Soesanti Indra Perdana Indrawan, Rully Iswanto Iswanto Johan Agung Irawan Juan C. Vasques Kania, Enung Sri Khozin, Khozin L. Heru Pratomo Leonardus Heru Pratomo Lesnanto Multa Putranto Lia Saniah Lilik Sutiarso Litasari Litasari Maemonah, Maemonah Maulidia, Khoirina Dwi Ayu Meika, Ika Moh Nur Hakim Mohammad Yanuar Hariyawan Mokhammad Isnaeni Bambang Setyonegoro Mubarika, Melinda Putri Nasihin, Darojatun Nenden Mutiara Sari Nia Maharani Raharja Noor Pratama Apriyanto Noviarianto, Noviarianto Oyas Wahyunggoro Pebriyani, Nais Prapto Nugroho Pratama, Dimas Yanuar Pratomo, Saifurrahman Iman Priyatmadi Pujiastuti, Sulastri Putri, Inaya Retno R. Poppy Yaniawati R. Soekrisno Rachmalia, Nela Rahayu Kariadinata Rakhmat, Rizki Safari Ramadina, Ina RANI RANI, RANI Risanuri Hidayat Riz Rifai O. Sasue Rudy Hartanto S.Pd. M Kes I Ketut Sudiana . Sahrudin, Asep Saiful Anwar Septian, Cepi Sidik, Yohan Fajar Sihono, Soekrisno, R. Solihah, Siti Suharyanto Suharyanto Suharyanto Suharyanto Suharyanto Suharyanto SUHARYANTO SUHARYANTO Sujono, Agus suminar, Chandra Siti Supianti, In In Suputa Suputa T. Haryono T. Haryono Tarcisius Haryono Tedy Juliandhy Tiyono Tobroni Tobroni Toni Prasetya Trigas Badmianto Tumiran Wahidin, Didin Wahyu Dewanto Wahyudin, Yudin Wardana, Arief Wisnu Wicaksono, Ridwan Widyawan Wijaya, Danang Wijaya, Nur Hudha Wijaya, Nur Hudha Wulansari, Tantya Y Munandar Kolewora Y. Andi Trisyono Y. Munandar K. Yaniawati, Poppy Yhone Arialistya Yogi Sawitra Yulianie, Lia Yuwono Bimo Purnomo