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All Journal JURNAL PENELITIAN ILMU PENDIDIKAN Kesatria : Jurnal Penerapan Sistem Informasi (Komputer dan Manajemen)
Putut Wicaksono, Putut
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Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Education

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Penerapan Algoritma K-Means Untuk Klasterisasi Akseptor Keluarga Berencana Modern di Sumatera Barat Wicaksono, Putut; Defit, Sarjon; Nurcahyo, Gunadi Widi
Kesatria : Jurnal Penerapan Sistem Informasi (Komputer dan Manajemen) Vol 5, No 4 (2024): Edisi Oktober
Publisher : LPPM STIKOM Tunas Bangsa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30645/kesatria.v5i4.497

Abstract

The Regulation of the National Population and Family Planning Agency number 11 of 2020 concerning modern contraceptive methods including the Female Operation Method (MOW)/female sterilization, Male Operation Method (MOP)/male sterilization, IUD/spiral/Intrauterine Contraceptive Device (IUD), implant/implant, injection, pill, and condom. This study aims to apply and test the K-Means algorithm by measuring the level of accuracy in clustering Districts/Cities based on the use of modern contraceptives. The method used in this study is the K-Means Clustering algorithm to produce 3 clusters, namely district/city clusters with high, medium, and low acceptor usage. The stages of the K-Means Clustering algorithm are as follows: Determining the number of clusters, Determining the initial centroid point randomly, Calculating the closest distance between data and centroid, Grouping data into each cluster, If the cluster changes, the process continues to the next iteration, if there is no change, the iteration process is stopped. The data set processed in this study came from the BKKBN of West Sumatra Province. This study used a data set of 383,609 from 19 districts/cities based on the use of modern contraceptives. The results of this study indicate that the performance of the K-Means method in cluster analysis produces 3 clusters consisting of low modern contraceptive users of 5 districts/cities in cluster 0 or 26.32%, moderate modern contraceptive users of 7 districts/cities in cluster 1 or 36.84%. users of modern contraceptives are high as many as 7 districts/cities in cluster 2 or 36.84%. Therefore, this study can be a reference for district/city governments in intervening in population control and family planning programs.
IMPLEMENTASI PROGRAM RINTISAN SEKOLAH BERTARAFINTERNASIONAL DI SMP NEGERI 1 TRENGGALEK Wicaksono, Putut
Jurnal Penelitian Ilmu Pendidikan Vol. 6 No. 2 (2013): September-November
Publisher : Fakultas Ilmu Pendidikan, Universitas Negeri Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (796.414 KB) | DOI: 10.21831/jpipfip.v6i2.4793

Abstract

Tujuan penelitian ini untuk mengetahui desain pembelajaran, pelaksanaan, evaluasipembelajaran dan cara menyelesaikan kendalan Program Rintisan Sekolah BertarafInternasional di SMP Negeri 1 Trenggalek. Penelitian ini merupakan penelitian denganmenggunakan pendekatan kualitatif. Hasil penelitian menunjukkan bahwa: (1) sebagianguru di SMPN 1 Trenggalek masih belum menyusun desain pembelajaran denganbenar. 2) Pembelajaran sudah menggunakan metode pembelajaran yang bervariasi,3) Pembelajaran sudah menggunakan sumber belajar dan media pembelajaran yangbervariasi. 4) Pelaksanaan evaluasi pembelajaran sudah menggunakan instrumen penilaianyang bervariasi. (5) Ada kendala dalam pelaksanaan pembelajaran pada program RSBI,diantaranya: kurangnya penguasaan bahasa Inggris kurangnya penguasaan komputer olehguru, kurangnya kemampuan guru dalam menyusun desain pembelajaran, kurangnyakemampuan guru dalam penggunaan metode pembelajaran yang bervariasi, kurangnyabuku teks berbahasa Inggris dan kurangnya kemampuan mengatur waktu dalammelaksanakan penilaian dengan instrumen yang bervariasi.Kata Kunci: implementasi pembelajaran, sekolah berstandar internasional
Co-Authors Gunadi Widi Nurcahyo Sarjon Defit