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All Journal Jurnal Komputer Teknologi Informasi Sistem Komputer (JUKTISI) YASIN: Jurnal Pendidikan dan Sosial Budaya
Rozi, Muhammad Fakhrul
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Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Education Engineering Social Sciences Other

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Kondisi Sanitasi Lingkungan di Desa Sungai Sirah Kecamatan Pariaman Timur Kota Pariaman Rozi, Muhammad Fakhrul; Afdhal, Afdhal
YASIN Vol 4 No 1 (2024): FEBRUARI
Publisher : Lembaga Yasin AlSys

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58578/yasin.v4i1.2584

Abstract

Public health will become increasingly difficult along with the rapid growth of population in urban areas, which will give rise to various kinds of problems, one of which is the problem of environmental sanitation. The aim of this research is to determine the condition of environmental sanitation in Desa Sungai Sirah, which consists of aspects of the availability of clean water, MCK facilities (bathing, washing, toilet), rubbish disposal, and waste water disposal. This research was conducted on households in Desa Sungai Sirah. The sample for this research was taken from 35 households spread across the target area. Based on the research results, it can be concluded that: 1) The availability of clean water has met the criteria both in terms of source, availability, and physical condition of the clean water, 2) The condition of bathing, washing and toilet facilities (MCK) has met the criteria both in terms of ownership, quantity, floor condition, walls condition, roof condition, as well as in terms of location or position, 3) The condition of the waste disposal meets the criteria both in terms of the availability of rubbish dumps and there are cleaning staff who will transport the rubbish from house to house for disposal to the landfill, and 4) The condition of waste water disposal does not meet the criteria such as availability, condition of waste water drainage channels, and waste water disposal sites that do not meet the criteria.
Penerapan Data Mining Menggunakan Metode Naive Bayes Untuk Klasifikasi Data Penentuan Hasil Penjualan Dalam Strategi Pemasaran Rozi, Muhammad Fakhrul
Jurnal Komputer Teknologi Informasi dan Sistem Informasi (JUKTISI) Vol. 2 No. 2 (2023): September 2023
Publisher : LKP KARYA PRIMA KURSUS

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62712/juktisi.v2i2.137

Abstract

Di era digital saat ini strategi pemasaran harus dimiliki setiap thriftshop /toko agar dapat memprediksi hasil produk yang akan dijual ke depannya. Dalam memprediksi data diperlukan pengolahan data yang efektif dan efisien, salah satu teknik dalam mengolah data dalam data mining yaitu Naive Bayes. Naive Bayes dapat mengklasifikasikan data sesuai kategori-kategori yang digunakan sehingga peneliti dapat memprediksi hasil penjualan barang. Dengan data penjualan 2,5 tahun terakhir, peneliti membagi datanya menjadi 900 data traning dan 209 data testing sebagai pengujian datanya, maka didapatkan hasil pengujian pengklasifikasi sebesar 0.598 pada Akurasinya, 0.493 pada Classification accuracy , 0.472 pada F1, 0.557 pada precision dan 0.493 pada recall. Peneliti memakai aplikasi orange untuk pengujiannya dan memvisualisasikan hasil dari prediksi penjualan 1/2 tahun berikutnya.
Co-Authors MARIA BINTANG