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All Journal Jurnal JTIK (Jurnal Teknologi Informasi dan Komunikasi) JIS
Zakaria, M. Rifqy
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Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Education Industrial & Manufacturing Engineering

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Penerapan Data Mining untuk Klasterisasi Data Anggaran Pendapatan dan Belanja Daerah Menggunakan Algoritma K-Means Widianto; Zakaria, M. Rifqy; Irvan
Jurnal JTIK (Jurnal Teknologi Informasi dan Komunikasi) Vol 9 No 2 (2025): APRIL-JUNE 2025
Publisher : Lembaga Otonom Lembaga Informasi dan Riset Indonesia (KITA INFO dan RISET)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35870/jtik.v9i2.3425

Abstract

To continue the development relay and fulfill the transition period until the simultaneous elections are held, it is necessary to prepare a Regional Development Plan (RPD) for regional heads whose terms of office end in 2022. The K-Means algorithm approach can be applied in analyzing the level of potential regional income and expenditure based on regional income and expenditure clusters that have results in the K-Means algorithm testing process, two clusters cluster 1 (C0) is a category of high spending potential consisting of and cluster 2 (C1) and is a low spending potential. The applied K-Means algorithm model has results that show a new insight, namely the grouping of regional income and expenditure budget data for the Tolikara Regency BPKAD based on 2 clusters has cluster results of 47 and 3. In analyzing the level of potential regional income and expenditure, the results of the test have centroid results 1 192973008, 16700000 and centroid results 2 7000000 and 225000000.
Penerapan Data Mining untuk Klasterisasi Data Anggaran Pendapatan dan Belanja Daerah Menggunakan Algoritma K-Means Widianto; Zakaria, M. Rifqy; Irvan
Jurnal JTIK (Jurnal Teknologi Informasi dan Komunikasi) Vol 9 No 2 (2025): APRIL-JUNE 2025
Publisher : Lembaga Otonom Lembaga Informasi dan Riset Indonesia (KITA INFO dan RISET)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35870/jtik.v9i2.3425

Abstract

To continue the development relay and fulfill the transition period until the simultaneous elections are held, it is necessary to prepare a Regional Development Plan (RPD) for regional heads whose terms of office end in 2022. The K-Means algorithm approach can be applied in analyzing the level of potential regional income and expenditure based on regional income and expenditure clusters that have results in the K-Means algorithm testing process, two clusters cluster 1 (C0) is a category of high spending potential consisting of and cluster 2 (C1) and is a low spending potential. The applied K-Means algorithm model has results that show a new insight, namely the grouping of regional income and expenditure budget data for the Tolikara Regency BPKAD based on 2 clusters has cluster results of 47 and 3. In analyzing the level of potential regional income and expenditure, the results of the test have centroid results 1 192973008, 16700000 and centroid results 2 7000000 and 225000000.
Rancang Bangun Sistem Informasi Penjualan Sparepart Motor Roda Dua Dengan Model Waterfall Berbasis Web Pada Bengkel Wadah Lawas Bekasi Mulyanto, Ali; Irvan; Baehaki, Ahmad; Zakaria, M. Rifqy
Jurnal Informatika SIMANTIK Vol 10 No 1 (2025): Jurnal Informatika SIMANTIK
Publisher : Fakultas Sains dan Teknologi Universitas Panca Sakti Bekasi

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

Bengkel Wadah Lawas Bekasi merupakan sebuah unit dagang yang bergerak di bidang penjualan sparepart sepeda motor dan melayani jasa service motor. Hasil pengamatan dan wawancara dengan pemilik bengkel, ditemukan permasalah pada proses data penjualan, pembelian dan persediaan yang banyak dokumen yang hilang atau dokumen terselip menyebabkan proses dokumentasi menjadi terhambat serta waktu yang lama dalam memproses pelaporan data. Pada proses penjualan, pembelian serta persediaan pada Wadah Lawas Bekasi membutuhkan sistem yang lebih terintegrasi antara sistem penjualan dengan sistem pembelian dan persediaan sehingga akan mempermudah dalam proses dokumentasi. Metode yang digunakan adalah metode waterfal dimana metode ini merupakan model pengembangan sistem informasi yang sistematik dan sekuensial. Hasil dari penelitian ini adalah sistem informasi penjualan sparepart motor roda dua pada bengkel Wadah Lawas Bekasi dalam mengingkatkan pengelolaan penjualan.
Co-Authors Ali Mulyanto Baehaki, Ahmad Irvan WIDIANTO