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All Journal Foristek JUSIFO : Jurnal Sistem Informasi Sistemasi: Jurnal Sistem Informasi Mimbar Agribisnis: Jurnal Pemikiran Masyarakat Ilmiah Berwawasan Agribisnis JOURNAL OF INFORMATICS AND TELECOMMUNICATION ENGINEERING JOURNAL OF APPLIED INFORMATICS AND COMPUTING Edukasi Islami: Jurnal Pendidikan Islam Technomedia Journal Islamic Management: Jurnal Manajemen Pendidikan Islam Jurnal Sistem Cerdas Jurnal Ilmiah Mandala Education (JIME) JISIP: Jurnal Ilmu Sosial dan Pendidikan JUPE : Jurnal Pendidikan Mandala JIPI (Jurnal Ilmiah Penelitian dan Pembelajaran Informatika) CCIT (Creative Communication and Innovative Technology) Journal EDUMATIC: Jurnal Pendidikan Informatika Jurnal Review Pendidikan dan Pengajaran (JRPP) ScientiCO : Computer Science and Informatics Journal EDUTEC : Journal of Education And Technology Jurnal Pendidikan Kewarganegaraan Al Marhalah Jurnal Teknik Informatika (JUTIF) JIHAD : Jurnal Ilmu Hukum dan Administrasi Jurnal Abmas Negeri (JAGRI) PERTANIAN TROPIK Proceeding Muhammadiyah International Public Health and Medicine Conference Jurnal Pendidikan JELTEC: Journal of English Language Teaching, Literature and Culture Journal Education and Government Wiyata Transcendent Journal of Mathematics and Applications Jurnal Kecerdasan Buatan dan Teknologi Informasi JER Moderation: Journal of Islamic Studies Review
Syahrullah Syahrullah
UIN Sunan Gunung Djati Bandung
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CLUSTERING DAERAH TERDAMPAK SAMPAH DI INDONESIA MENGGUNAKAN ALGORITMA DBSCAN. Santi, Dessy; Maharani, Wulan; Syahrullah, Syahrullah; Nugraha, Deny Wiria; Mukhlis, Baso; Kali, Agustinus
Foristek Vol. 15 No. 1 (2025): Foristek
Publisher : Foristek

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54757/fs.v15i1.751

Abstract

The waste problem in Indonesia is a complex and evolving environmental issue, particularly in areas with high population density and economic activity. This study aims to cluster regions affected by waste issues using the Density-Based Spatial Clustering of Applications with Noise (DBSCAN) algorithm. DBSCAN was chosen for its ability to identify spatial patterns and detect outliers without requiring a predefined number of clusters. The data used includes spatial and non-spatial information related to waste volume and regional characteristics across various provinces in Indonesia. The results show that DBSCAN effectively groups waste-affected areas into several clusters based on data density and spatial proximity. These clusters can serve as a foundation for determining policy priorities for regional and national waste management. This research is expected to contribute to the development of more targeted and data-driven waste management strategies.
Co-Authors Abdul Hadi Abdul Hakim Abdul Mahatir Najar Abdurrohman, Firman Muhammad Afiah, Nurul Anggun Afwah, Raden Agustinus Kali Aji Saputra, Andi Albania, Faradiva Andi Hendra Ardiyansyah, Rizka Aswat, Fajar Atmowidjoyo, Sutardjo Ayu Hernita Bagaskara, Febrian Chrissma Baso Mukhlis Chandra, Ferri Rama Darman, Guna Dede Rosyada Delia, Fenita Deny Wiria Nugraha Dessy Santi Devilito Prasetyo Tatipang Dharmakirti, Dharmakirti Dwi Shinta Angreni Dwiwijaya, Kadek Agus Edi, Deden Eva Nugraha Fadlilah, Dina Rahma Fahmi, Moh. Faisal Faisal Faldiansyah, Faldiansyah Fatima, St. Nur Aima Filhaq, Raghib Hajra Rasmita Ngemba Hakim, Ibrahim Hamid, Odai Amer Hardjadinata, Hardjadinata Hastuti, Saptiyani Herni Suryani Ihwan, Abib Raifmuaffah Iman Santoso Indrajaya, Muhammad Aristo Irsyadiah, Nur Irwan, Anas Jamal, Nur Jannah, Aulia Raudhatul Kartika, Rina Kasim, Erni Kasmar, Kasmar Khasanah, Siti Uswatun Kunaenih, Kunaenih Laila, Rahma Lakatjinda, Adiatma Lamasitudju, Chairunnisa Luthfi, Atabik Magfirah, Magfirah Maharani, Wulan Maulidyani Abu Mohamad Irfan, Mohamad Mohammad Yazdi Pusadan Muhammad Afif Muhammad Muhammad Murmayani Mutiara Sari Nahuda, Nahuda Nasrullah Nasrullah Nofianti, Risma Nouval Trezandy Lapatta Noviantika, Noviantika Nuari, Feby Nabiilah Nurhikmah Supardi Nurwijayanti, Karina Prakoso, Dicky Dwi Pramadinda, Alda Nur Priska, Salsa Dilah Putra, Fajar Harguna Endra Rabbani, Pasya Nuron Rahmah Laila Rasmita Ngemba, Hajra Rasmita, Hajra Ratnandari, Luluk Dwi Resnawati Ridhayani, Irma Rifki, Moh Rinianty, Rinianty Rizaldi, Andi Risfan Rizka Ardiansyah Ryfial Azhar Sainuddin, Sainuddin Sani, Ilham Abdillah Sanusi, Gufran Saputra, Soni Adi Sau, Tenri Septiano Anggun Pratama Siti Khairunnisa, Siti Sulaeman, Maryam Syaiful Hendra Syairozi, Ishak Syarif Firmansyah Tenri Sau Triasni, Aprilia Utami, Shanty Riza Wawagalang, A. Nolly Sandra Widiani, Ni Nengah Wijaya, Padma Wildan Imaduddin Muhammad, Wildan Imaduddin Wirdayanti Wongkar, Noel Marcell Jonathan Yanti, Wirda Yuri Yudhaswana Joefrie Yusuf Anshori Zulkifli Zulkifli