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All Journal Primary: Jurnal Pendidikan Guru Sekolah Dasar Religious: Jurnal Studi Agama-Agama dan Lintas Budaya Islamika Inside: Jurnal Keislaman dan Humaniora Tasfiyah 'Anil Islam: Jurnal Kebudayaan dan Ilmu Keislaman Nizham Journal of Islamic Studies IJAIT (International Journal of Applied Information Technology) Jurnal Ilmiah Ar-Risalah: Media Ke-Islaman, Pendidikan, dan Hukum Islam Indonesian Journal of Islamic Communication Khalifa: Journal of Islamic Education Indonesian Community Empowerment Journal JURNAL REKAYASA INFORMASI SWADHARMA (JRIS) Simpatik: Jurnal sistem Informasi dan Informatika Rausyan Fikr: Jurnal Ilmu Studi Ushuluddin dan Filsafat Akademika : Jurnal Pemikiran Islam Millah: Journal of Religious Studies Islamika Inside: Jurnal Keislaman dan Humaniora International Journal of Islamic Studies Higher Education Jurnal Sejarah Peradaban Islam Tapis : Jurnal Penelitian Ilmiah Indonesian Journal of Agrarian Law
Faiz, Muhammad
UIN Kiai Haji Achmad Siddiq
Religion Agriculture, Biological Sciences & Forestry Arts Humanities Computer Science & IT Economics, Econometrics & Finance Education Environmental Science Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Mathematics Medicine & Pharmacology Social Sciences Other

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Clustering Daerah Rawan Gempa di Pulau Jawa Berbasis Metode Algoritma K-Means Febriyani, Shinta; Buroiroh, Hafid; Wahyu, Narantaka; Tri Septiani, Nanda; Faiz, Muhammad
Simpatik: Jurnal Sistem Informasi dan Informatika Vol. 5 No. 2 (2025): Desember 2025
Publisher : LPPM Universitas Bina Sarana Informatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31294/simpatik.v5i2.11246

Abstract

Peningkatan aktivitas gempa bumi dalam beberapa tahun terakhir menjadi perhatian serius, terlebih dengan maraknya pembahasan mengenai potensi gempa megathrust di wilayah selatan Jawa. Kondisi ini menunjukkan pentingnya pemetaan kerawanan yang lebih akurat, mengingat Pulau Jawa merupakan salah satu area dengan intensitas seismik tinggi. Meskipun data historis gempa tersedia cukup lengkap, pemetaan sebelumnya masih bersifat umum dan belum mampu menggambarkan pola spasial secara detail. Penelitian ini bertujuan mengidentifikasi tingkat kerawanan gempa di Pulau Jawa menggunakan algoritma K-Means Clustering. Data diambil dari platform Kaggle berupa katalog gempa bumi periode 2008–2023, namun analisis difokuskan pada Januari 2021 hingga Januari 2023 agar sesuai dengan kondisi seismik terbaru. Proses klasterisasi dilakukan menggunakan RapidMiner dengan Euclidean Distance, sedangkan jumlah klaster optimal ditentukan melalui Davies-Bouldin Index (DBI), yang menghasilkan nilai terbaik sebesar 0,349. Hasil klasterisasi menunjukkan tiga tingkat kerawanan, yaitu Cluster 0 dengan 2.348 titik (kerawanan tinggi), Cluster 2 dengan 276 titik (kerawanan sedang), dan Cluster 1 dengan 12 titik (kerawanan rendah). Hasil tersebut memperlihatkan bahwa sebagian besar aktivitas gempa khususnya yang berada di zona subduksi selatan Jawa yang berpotensi memicu gempa megathrust terkonsentrasi pada cluster berkerawanan tinggi. Penelitian ini diharapkan dapat memberikan gambaran yang lebih presisi mengenai distribusi kerawanan gempa di Pulau Jawa, sehingga dapat menjadi dasar bagi BPBD dan BNPB dalam penyusunan strategi mitigasi dan sistem peringatan dini.
Religious Studies and the Production of Critical Religious Moderation: Epistemic Humility and Reflexive Habitus in Indonesian Higher Education Sa'ad, Aslam; Faiz, Muhammad; Masruri, Muhammad
Religious: Jurnal Studi Agama-Agama dan Lintas Budaya Vol. 9 No. 3 (2025)
Publisher : UIN Sunan Gunung Djati Bandung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15575/rjsalb.v9i3.48033

Abstract

This study analyzes the relationship between Religious Studies and the discourse of religious moderation in Indonesian higher education by challenging the dominant view that positions religious moderation primarily as a state-driven normative agenda or a mechanism for transmitting moral values. The purpose of this research is to explain how Religious Studies operates as an epistemic space that shapes intellectual dispositions for managing religious diversity, rather than as an instrument of normative harmonization. This study employs a qualitative approach, using in-depth interviews and focus group discussions (FGDs) with lecturers and students at Universitas Islam Negeri Sunan Kalijaga and Universitas Gadjah Mada, complemented by an analysis of curricular documents and institutional practices. The findings reveal three main results. First, Religious Studies systematically produces epistemic humility, enabling subjects to recognize the limits of truth claims without falling into relativism. Second, through the repetition of academic practices, a reflexive habitus emerges that shifts religious engagement from identity defense toward argumentative reasoning. Third, Religious Studies equips subjects with the capacity to manage tensions among religion, culture, and nationalism critically and contextually. This study offers an original contribution by proposing the concept of critical religious moderation as an intellectual-ethical capacity produced through scholarly practice. The implications of this research underscore the importance of protecting epistemic autonomy and strengthening reflective educational ecosystems within policies on religious moderation in higher education.
Co-Authors Ahmad Fajar Shodik Andi Fatihah Syahrir Antomi, Antomi Atalia, Laura Bharata, Aditya Kusuma Burhanuddin Burhanuddin Buroiroh, Hafid Chairina Chairina Dalil, Fitriyeni Dzulkifli Hadi Imawan Erizal, Arif Hendra Fadila Putri, Sarah Febriyani, Shinta Gina Romadhona Hasbi Sen Iftilah Dian Humayroh Imam Muhsin Imam Prayogo Pujiono Islahuddin, Islahuddin Luqman Al Hakim Luqman Al Hakim Luqman Al Hakim Luqmanul Hakim M. Taufik Mahillah Muhammad Agus Muhammad Masruri, Muhammad Muhammad Numan Nair, Priya Nelwati, Sasmi Neva Dian Permana Novarianti, Widiya Dwi Nugroho, Dicky Anggriawan Nur Widiyasono, Nur Nur, Muhammad Zidni Nusamsi, Dede Rizal Putri Ratricia Raharjo, Karunia Rizal, Randi Ryzar, Iqfa Amella Sa'ad, Aslam Safri, Edi Saputra, Edriagus Selma Fajic Sudiarjo, Aso Suksawat, Kanya Suparno Syukri, Teddy Rahardian Taufiq, Abdul Rahman Tri Septiani, Nanda Vera Yuli Andini Wahyu, Narantaka Zaenol Abidin