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Journal : Jurnal Informatika Terpadu

Implementasi Algoritma K-Means untuk Pengelompokan Kecamatan Berdasarkan Produktivitas Tanaman Padi di Kabupaten Cirebon Rosiana, Rosa; Prihartono, Willy; Fathurrohman, Fathurrohman
Jurnal Informatika Terpadu Vol 11 No 1 (2025): Maret, 2025
Publisher : LPPM STT Terpadu Nurul Fikri

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54914/jit.v11i1.1555

Abstract

The productivity of rice plants in Cirebon Regency varies in each sub-district, which causes an imbalance in rice production. This study aims to group sub-districts in Cirebon Regency based on rice crop productivity using the K-Means Clustering algorithm to support strategic decision-making in the agricultural sector. The research methods applied include Knowledge Discovery in Databases (KDD), which provides data selection, preprocessing, transformation, analysis using K-Means, and evaluation using the Davies-Bouldin Index (DBI). The data used is rice productivity in 2023 from 40 sub-districts, which includes planting area, harvest area, and production yield. The analysis showed that the DBI value was optimal at k=3, with three productivity categories: high, medium, and low. Compared to other methods, the K-Means algorithm has proven to be efficient and accurate in grouping data. This research contributes to local governments in formulating policies to increase rice productivity in areas that require further intervention. These findings also provide a basis for further study by comparing other algorithms to improve the accuracy of the results.
Co-Authors ., Fathurrohman Agustin, Nia Aini Nurul Ainisa, Nurul Al Lutfani, Thariq Kemal Al Maeni, Nurul Amelia, Astri Ameliana, Nikan Andre Setiawan, Andre Apriliansyah, Rizal Dwi Rizki Aprilla, Anggita Arifqi, Tri Astuti , Rini Ayu Azzahra, Fadita Ayuni, Putri DAIPAH, IIP IMRON Dalifah, Nurul Dita, Fio Eka Permana, Sandy Erpian, Soni Fachry Abda El Rahman Fathur Rohman, Fathur Fathurrohman Fathurrohman Faturrohman, Faturrohman Faujia, Agnes Firmansyah, Fajar Gifthera Dwilestari Gunawan, Sepriyan Hadi Wicaksana, Arya Haikal, Harisman Hamonangan, Ryan Haryandini, Nur Anindya Putri Hayati, Umi Herdiana, Rulli Herdiana, Rully Hidayah, Nurni Hidayat, Pierre Galuh HIDAYATULLAH, NAUFAL ARIF Hoeriah, Dede Ilham Syahputra, Arief Irfan Ali, Irfan Irma Purnamasari, Ade Jannah, Nursuviyani Jihan, Aminatun Julianti, Okta Nur Kholifa, Nur Kusmawanti, Nisa Laksamana, Patria Gita Lita, Arlita lita Maulana, Aldi Maulida, Nida Muharromah, Oom Nining Rahaningsih Nur Amalia, Ocsana Nur Apriliani, Nur Nur Kirana, Anita Nur Pangestika, Fanny Nurdin Nurhakim, Bani Nurhayah, Nurhayah Nuri Nuri Nurjanah, Nurul Nurliana, Nicky NURUL AZIZAH Nurwanda, Nurwanda Nurzaman Nurzaman Odi Nurdiawan OKTAVIANI, ERNA Oktaviany, Nurul Optarina, Yasni Peni Peni Permana, Sandy Eka PUJI LESTARI Putri Nabilla Putriana, Puput RAHMAWATI, RULI Ramadhan, Niko Retnasari, Peni Rini Astuti RIZKI, ALVA FAUZIR Rohmat, Cep Lukman Rosiana, Rosa Sakarias Berek, Richardus Salsabila, Fauhan saninah, annisa Saniyah, Nilta Sayuti Hanapiah, Neneng Suarna, Nana Yudhistira Arie Wijaya Yuslia Devitri Zaelani, Nursehan