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All Journal Jurnal Media Infotama JURNAL INSTEK (Informatika Sains dan Teknologi) JURNAL PETIK PeTeKa JURNAL PENDIDIKAN TAMBUSAI Nizham Journal of Islamic Studies Jurnal Review Pendidikan dan Pengajaran (JRPP) Jurnal Pendidikan dan Konseling Journal of Innovation and Future Technology (IFTECH) Jurnal Pendidikan Teknologi Informasi dan Vokasional JATI (Jurnal Mahasiswa Teknik Informatika) Jurnal FASILKOM (teknologi inFormASi dan ILmu KOMputer) Jurnal Sosial dan Teknologi Jurnal SAINTIKOM (Jurnal Sains Manajemen Informatika dan Komputer) Continuous Education : Journal of Science and Research Education Achievement: Journal of Science and Research Journal of Education Research Journal Of Human And Education (JAHE) Procedia of Social Sciences and Humanities Jurnal Educative: Journal of Educational Studies Knowbase : International Journal of Knowledge in Database ANWARUL: Jurnal Pendidikan dan Dakwah MASALIQ: Jurnal Pendidikan dan Sains ANTHOR: Education and Learning Journal KOLONI Indonesian Research Journal on Education Jurnal Inovasi Pendidikan dan Teknologi Informasi (JIPTI) Intellect : Indonesian Journal of Learning and Technological Innovation Journal of Educational Management and Strategy JIM: Jurnal Ilmiah Mahasiswa Pendidikan Sejarah Journal of Information System and Education Development Fokus Abdimas Ahlussunnah: Journal of Islamic Education Jurnal Solusi Masyarakat (JSM) Journal of Visionary Sharia Economy (JOVISHE) Jurnal Informatika Medis (J-INFORMED) ANTHOR: Education and Learning Journal
Efriyanti, Liza
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Journal : PeTeKa

 1 
PERANCANGAN SISTEM PENDUKUNG KEPUTUSAN PEMILIHAN ORGANISASI KEMAHASISWAAN MENGGUNAKAN METODE SIMULASI MONTE CARLO DI UIN SJECJ M. DJAMIL DJAMBEK BUKITTINGGI Maharani, Devina; Efriyanti, Liza; Supriadi, Supriadi; Zakir, Supratman
PeTeKa (Jurnal Penelitian Tindakan Kelas dan Pengembangan Pembelajaran) Vol 8, No 4 (2025): PeTeKa : Jurnal Penelitian Tindakan Kelas dan Pengembangan Pembelajaran
Publisher : Universitas Muhammadiyah Tapanuli Selatan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31604/ptk.v8i4.1335-1341

Abstract

This research aims to design a Decision Support System (DSS) for selecting student organizations at UIN Sjech M. Djamil Djambek Bukittinggi. The background of this study stems from the lack of objective information and the mismatch between students’ interests and the types of organizations available, which often leads to inappropriate organizational choices. To address this issue, the study seeks to design a model that assists students in choosing student organizations that align with their preferences and personal characteristics using the Monte Carlo simulation method.The Monte Carlo simulation method is employed to predict the number of prospective members for each student organization by generating random numbers based on historical data from 2022 to 2024. The simulation process was conducted over 365 iterations for each organization, applying a random distribution approach to produce realistic and representative outcomes. The simulation results were then validated using the Mean Absolute Error (MAE) method to measure the model’s accuracy against actual 2024 data. The validation results showed an MAE value of 22.25 and a model accuracy of 79.63%. These findings indicate that the developed simulation model is sufficiently accurate and reliable in predicting student interest in various organizations. Furthermore, the system successfully identified the top five most popular student organizations based on the highest predicted number of members, which can serve as a reference for the university in developing organizational guidance and promotional strategies. Overall, this system provides a tangible contribution to supporting more objective and data-driven decision-making processes within the higher education environment, particularly in the field of student affairs.
Co-Authors AA Sudharmawan, AA Adytia Rahmadan, Lutvi Afrelia, Yutika Al-Ghovari1, Heru Firdan Alfandi, M. Raihan Alina‎, Fitriatil Anggari, Fudya Rizky Anggraini, Sari Annas, Firdaus Annisa, Sherly Ansara, Ahmad Dori Pelita Arianda, Fried Arifmiboy, Arifmiboy Aulia, Ulvi Azani, Hikmatul Aziz, Khairul azlina, Frizka dwi Benfani, Ropi Darmawati, Gusnita Darul Ilmi Devi, Indra Dewi, Sinta Maria Dhani, Rahma Dita Amelia, Dita Efprianti, Nera Elfia, Nur Elfia Eriani, Gita Fahrozianto, Fahrozianto Febryanto, Febryanto Fitri, Ainil Fradila, Anggi Friyadi, Rio Gultom, Selly Hajjah, Nurul Hamidah, Rizka Hanazahra, Alifa Handayani, Sasa Hargiani, Fransisca Xaveria Hari Antoni Musril Hasibuan, Hotra Anggina Hasni, Dwi Meutia i, Supriadi Indra, Yossefli Insani, Chindy Rahmatul Isman, Azihi Jasmienti Jasmienti, Jasmienti Jevri, Jevri Johni, Musthari Annisa Khairuddin - Khalifah, Nur Khoirullah, Khoirullah Khomarudin, Agus Nur Lestari Borotan, Nella Luthfi, Rahmat M. Imamuddin Maharani, Devina Mahesa Putra, Adha Maisaroh, Suha Mardanila, Widya Mathulhusna, Lina Mega Mulyanti Megawati - Melvita, Reza Muhammad Faishal Muhammad Furqan, Muhammad Muhammad Luthfi Mulya Sari, Rini MUSLIM, ELSA PUTRI Musril , Hari Antoni Nabila, Putri Nabilah*, Bunga Nofri Yanti, Salma NUR RAHAYU, NUR Nurhalizah Nst, Ely Oktomaini, Tila Pangaribuan, Fitriani Paramita, Dela Primadona, Icha Priyono, Arif Rahman Putri, Nurul Atika Dwi Putri, Paramitha Diana Putri, Rizka Qalby, Annur Rafika Sani Rahayu ‎, Emilia Gusti Rahma Safitri, Fidiyah Rahmadhani, Sutrisza Rahmatul Insani, Chindy Rahmi, Hayattul Rahmi, Miftahur Rasiman Padang Resa Ayu, Riska Resnawita, Resnawita Riri Okra Rizki lubis, Alya Romy Aulia Rosia, Ilham S Oktavia, Dinda Safitri, Redha Okta Saleh Pulungan, Rahman Salshavira, Najwabilla Sarwo Derta Satria, Elmeki Silitonga, Sahnia Uli Silmi, Rifka Sinaga, Fawzan Akbar Siti Rohani Sitompul, Sonia Widya Ulfa Sitompul Supriadi Supriadi , Supriadi Supriadi Supriadi Syafitri, Aisyah Syahri, Anitia Syukra, Annisa Jannatul Tasnim Rahmat, Tasnim Thomas Gunawan, Thomas Ulandari, Intan Tri Valentina, Felia Vernanda, Lousia Vikri, Muhammad Walidaini Surbakti, Rida Wanti, Elmi Wati , Irma Wedra Aprison Wulandari, Dinda Yanti, Rahma Yolanda, Novia Yuriza , Devi Zakir, Supratman Zeki Alex Sandra, Zeki Zulfani Sesmiarni