Penentuan Prioritas Pendaftaran Tanah Sistematis Lengkap Melalui Clustering Jumlah Sertifikat Hak Atas Tanah Menggunakan K-Means
Abstract
In carrying out its duties and functions to serve the community in the land sector, BPN Magelang Regency is still experiencing several obstacles such as in terms of filing and determining service priorities in 21 sub-districts in Magelang Regency. To improve the quality of BPN services in Magelang Regency, this research will build a system to assist file management and grouping of service priorities by implementing the K-Means Clustering method. The K-Means Clustering method was chosen because this method can calculate the grouping of several alternatives based on the criteria. The result of this study is that the application of a synchronized web-based PTSL application can make it easier for PTSL officers to manage land title registration files. In addition, the integration of K-Means Clustering calculations that are implemented into the system can be used as an approach tool in determining which districts are the priority for handling land certificate.
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References
V. Septiandika and A. Nurrahmana, “Analisis Implementasi Keunggulan Aplikasi My Sapk Bkn Terhadap Pemberkasan Administrasi Aparatur Sipil Negara (ASN) Pemerintah Kota Probolinggo,” J. Ilmu Sos. dan Pendidik., vol. 6, no. 4, pp. 2598–9944, 2022, doi: 10.36312/jisip.v6i4.3492/http.
H. Sakdiah and N. Fadillah, “Sistem Informasi Administrasi Berkas Pengukuran di Badan Pertanahan Nasional Kota Langsa,” J. Inform. dan Teknol. Komput., vol. 2, no. 2, pp. 91–104, 2021.
S. Y. Sirait, M. Nazer, and B. Azheri, “Sertifikasi Tanah Program Pendaftaran Tanah Sistematis Lengkap: Deskripsi dan Manfaatnya,” Bhumi J. Agrar. dan Pertanah., vol. 6, no. 2, pp. 236–248, 2020, doi: 10.31292/bhumi.v6i2.414.
A. K. N. Azizah, “Inovasi Layanan Rakyat Untuk Sertifikat Tanah (Larasita) Di Kantor Pertanahan Kota Magelang,” J. Nusant. Apl. Manaj. Bisnis, vol. 6, no. 2, pp. 233–241, 2021, doi: 10.29407/nusamba.v6i2.15692.
T. H. Ningrum, M. K. G. Umar, and Subhan, “Sistem Informasi Penerimaan Berkas Badan Usaha Jasa Konstruksi pada Lembaga Pengembangan Jasa Konstruksi (LPJK) Provinsi Maluku Utara,” J. Ilm. Ilk. - Ilmu Komput. Inform., vol. 3, no. 1, pp. 43–51, 2020, doi: 10.47324/ilkominfo.v3i1.93.
N. Putri, C. D. S. Indrawati, and A. Subarno, “Penerapan Aplikasi Pemberkasan Arsip Dinamis Dan Statis Di Kantor Pelayanan Pajak Pratama Karanganyar,” J. Inf. dan Komun. Adm. Perkantoran, vol. 6, no. 2, pp. 89–99, 2022.
D. P. Utomo and Mesran, “Analisis Komparasi Metode Klasifikasi Data Mining dan Reduksi Atribut Pada Data Set Penyakit Jantung,” J. Media Inform. Budidarma, vol. 4, no. 2, p. 437, 2020, doi: 10.30865/mib.v4i2.2080.
C. Yuan and H. Yang, “Research on K-Value Selection Method of K-Means Clustering Algorithm,” J Multidiscip. Sci. J., vol. 2, no. 2, pp. 226–235, 2019, doi: 10.3390/j2020016.
M. Nishom, “Perbandingan Akurasi Euclidean Distance, Minkowski Distance, dan Manhattan Distance pada Algoritma K-Means Clustering berbasis Chi-Square,” J. Inform. J. Pengemb. IT, vol. 4, no. 1, pp. 20–24, 2019, doi: 10.30591/jpit.v4i1.1253.
R. Ordila, R. Wahyuni, Y. Irawan, and M. Yulia Sari, “Penerapan Data Mining Untuk Pengelompokan Data Rekam Medis Pasien Berdasarkan Jenis Penyakit Dengan Algoritma Clustering,” J. Ilmu Komput., vol. 9, no. 2, pp. 148–153, 2020, doi: 10.33060/jik/2020/vol9.iss2.181.
M. R. Muttaqin and M. Defriani, “Algoritma K-Means untuk Pengelompokan Topik Skripsi Mahasiswa,” Ilk. J. Ilm., vol. 12, no. 2, pp. 121–129, 2020, doi: 10.33096/ilkom.v12i2.542.121-129.
S. Z. Koto, Marsono, and Y. Syahra, “Analisa Data Mining Untuk Pengelompokkan Pemegang Sertipikat Hak Atas Tanah dengan Algoritma K-Means Clustering Di Kota Medan,” J. CyberTech, vol. 2, no. 10, 2020.
J. Rosadi, F. Sembiring, A. Sulastri, and A. N. Sihite, “Penerapan K-Means Clustering Pada Pemilihan Program Proritas Dana Desa,” Semin. Nas. Inform., no. Semnasif, pp. 351–361, 2020.
S. Masripah and L. Ramayanti, “Penerapan Pengujian Alpha Dan Beta Pada Aplikasi,” Swabumi, vol. 8, no. 1, pp. 100–105, 2020.
A. F. Prasetya, Sintia, and U. L. D. Putri, “Perancangan Aplikasi Rental Mobil Menggunakan Diagram UML (Unified Modelling Language),” J. Ilm. Komput. Terap. dan Inf., vol. 1, no. 1, pp. 14–18, 2022.
R. Fauzan, D. Siahaan, S. Rochimah, and E. Triandini, “A Different Approach on Automated Use Case Diagram Semantic Assessment,” Int. J. Intell. Eng. Syst., vol. 14, no. 1, pp. 496–505, 2021, doi: 10.22266/IJIES2021.0228.46.
R. Li, W. J. C. Verhagen, and R. Curran, “A systematic methodology for Prognostic and Health Management system architecture definition,” Reliab. Eng. Syst. Saf., vol. 193, p. 106598, 2020, doi: 10.1016/j.ress.2019.106598.
L. Marchesi, M. Marchesi, and R. Tonelli, “ABCDE—agile block chain DApp engineering,” Blockchain Res. Appl., vol. 1, no. 1–2, p. 100002, 2020, doi: 10.1016/j.bcra.2020.100002.
T. Arianti, A. Fa’izi, S. Adam, and M. Wulandari, “Perancangan Sistem Informasi Perpustakaan Menggunakan Diagram UML (Unified Modelling Language),” J. Ilm. Komput. Terap. dan Inf., vol. 1, no. 1, pp. 19–25, 2022.
C. N. Paradis, M. R. Yusuf, M. Farhanudin, and M. A. Yaqin, “Analisis dan Perancangan Software Pengukuran Metrik Skala dan Kompleksitas Diagram Class,” J. Autom. Comput. Inf. Syst., vol. 2, no. 1, pp. 58–65, 2022, doi: 10.47134/jacis.v2i1.40.
Ravi, S. Yadav, R. Jindal, and S. Anand, “A Study on Comparison of UML and ER Diagram,” Int. Res. J. Eng. Technol., vol. 7, no. 5, pp. 7575–7580, 2020, [Online]. Available: https://irjet.com/archives/V7/i5/IRJET-V7I51425.pdf
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