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All Journal Jurnal Teknologi Informatika dan Komputer Jurnal Ilmiah SIGMA: Informatics Engineering Journal of UPB
Endah Yaodah Kodratillah
Universitas Pelita Bangsa
Computer Science & IT Decision Sciences, Operations Research & Management Electrical & Electronics Engineering

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Penerapan Data Mining Untuk Prediksi Kelulusan Siswa Menggunakan Algoritma Naïve Bayes Pada SMK Garuda Endah Yaodah Kodratillah; Daririn Daririn; Candra Naya
Jurnal SIGMA Vol 12 No 4 (2021): Desember 2021
Publisher : Teknik Informatika, Universitas Pelita Bangsa

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Abstract

Student graduation is a series of process stages that must be assessed by each student, including having to complete a predetermined number of lessons, and must meet the terms and conditions set by the school, because graduation is a reference so that they can continue their education to a higher level. and work in the business world and the industrial world. Therefore, this study will utilize data about student graduation by processing it using Data Mining to obtain information in the form of predictions of student graduation. The algorithm that will be used is the Naive Bayes algorithm. The attributes used in predicting student graduation are Practice Score, US (School Examination) and Student Behavior. Data Mining testing using the Naive Bayes algorithm produces an accuracy of 76.25%, precision 93.33%, recall 78.87% and an AUC value of 0.751. It can be concluded that the Naive Bayes algorithm has very good accuracy in this study. Keywords: Data mining, Classification, C4.5 Algoritma, Naive Bayes
Aplikasi Pengecekan Alat Pemadam Api Ringan (APAR) Berbasis Android Pada PT. XYZ Di Bekasi Endah Yaodah Kodratillah; Nisa Nurhidayanti; Ana Fitrotun Nisa
Jurnal SIGMA Vol 13 No 3 (2022): September 2022
Publisher : Teknik Informatika, Universitas Pelita Bangsa

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Abstract

APAR has a very important effect for handling small / light fires in a place. PT. XYZ in Bekasi is an industry that is engaged in food production, so it takes a lot of fire extinguishers to meet government regulations (PERMENAKER). Due to the large number of fire extinguishers currently available, a system/application is needed to assist during the APAR checking process and data management based on Android based APAR checking results. So that the process can be carried out more quickly, precisely, and will get information on APAR that are nearing expiry/APAR which needs to be replaced with new APAR contents (refill APAR). The methodology used to develop this system uses the waterfall method and the PHP programming language. The result of developing this application is an APAR checking application/system that is useful for minimizing officer errors in writing, searching for data from APAR checking results quickly and accurately, and providing information to officers about APARs that will expire/need to be refilled. The application can be accessed anywhere and anytime via android/smartphone. Keywords: Checking APAR, Android, Waterfall, PHP, Expired APAR.
Model Aplikasi Perpustakaan Berbasis Web Menggunakan Metode Waterfall pada SMAN 1 Cikarang Timur Endah Yaodah Kodratillah; Sufajar Butsianto; Muhammad Fikri Fauzan
Jurnal Teknologi Informatika dan Komputer Vol 9, No 1 (2023): Jurnal Teknologi Informatika dan Komputer
Publisher : Universitas Mohammad Husni Thamrin

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37012/jtik.v9i1.1602

Abstract

Dalam penelitian ini dirumuskan bagaimana mengatasi masalah kehilangan data buku, anggota, kunjungan, peminjaman dan pengembalian buku yang terjadi akibat kerusakan buku induk, agar perpustakaan memiliki daftar buku yang tersedia, beserta tata letak penyimpanannya, dan bagaimana mempermudah petugas dalam membuat laporan data kunjungan, peminjaman dan pengembalian buku. Tujuan penelitian ini adalah membuat sistem informasi perpustakaan berbasis web, membuat daftar buku dengan gambaran tata letak penyimpanan, dan membuat fitur laporan yang terintegrasi dengan fitur aktivitas di perpustakaan. Metode yang digunakan penulis adalah Waterfall yaitu terdiri dari perencanaan, analisis, perancangan, implementasi, pengujian dan pemeliharaan. Hasil yang diperoleh dari penelitian ini adalah pengembangan sistem komputerisasi baru yaitu aplikasi perpustakaan berbasis web dengan beberapa menu / fitur seperti Data Anggota, Data Kelas, Pengunjung, Penerbit, Kategori, Buku, Peminjaman, Pengembalian, dan Laporan. Kesimpulan dari penelitian ini adalah dibuatnya sistem informasi perpustakaan terkomputerisasi berupa aplikasi web yang dapat mengatasi masalah kehilangan data pada buku induk. Kemudian, sistem ini juga memiliki data buku yang tersedia beserta lokasi penyimpanannya. Dan sistem ini juga memiliki menu / fitur laporan yang terintegrasi dengan menu kegiatan di perpustakaan SMA Negeri 1 Cikarang Timur yaitu Kunjungan, Peminjaman, dan Pengembalian.
Co-Authors Ana Fitrotun Nisa Butsianto, Sufajar Candra Naya Daririn Daririn Muhammad Fikri Fauzan Nurhidayanti, Nisa