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Journal : JTIK (Jurnal Teknik Informatika Kaputama)

SISTEM PENDUKUNG KEPUTUSAN PEMILIHAN CALON PESERTA OLIMPIADE SAINS NASIONAL (OSN) MENGGUNAKAN METODE ELIMINATION AND CHOICE TRANSLATION REALITY (ELECTRE) (STUDI KASUS : SD NEGERI NO 050590 PADANG CERMIN) Husnah, Arinal; Ginting, Budi Serasi; Sihombing, Marto
JTIK (Jurnal Teknik Informatika Kaputama) Vol. 5 No. 1 (2021): Volume 5, Nomor 1, Januari 2021
Publisher : STMIK KAPUTAMA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59697/jtik.v5i1.582

Abstract

SD Negeri 050590 Padang Cermin is one of the elementary schools that sends students every year to attend the National Science Olympiad (OSN) at the sub-district level. The selection of students who take part in the Olympics is usually carried out by the teacher / principal manually through writing and considering the academic grades of students, so it takes a long time because they select students one by one first. A decision support system is a software product developed specifically to assist in the decision-making process. By involving a method, a system will produce an appropriate decision for data selection. The Elimination And Choice Translation Reality (ELECTRE) method is a multi-criteria decision-making method based on the Outranking concept by using paired comparisons of alternatives based on each appropriate criterion. The ELECTRE method is used in conditions where alternatives that do not meet the criteria are eliminated, and suitable alternatives can be generated. This system uses the PHP programming language and the database uses MySQL. There are six criteria, report card value, math score, science score, skills, behavior, and attendance. Based on the results of the calculation of the ELECTRE method from 5 samples of students, the results obtained by the name of the student Dinda Malika Ayu are the students with the highest score analysis results.
PREDIKSI PENDAPATAN ASLI DAERAH (PAD) KABUPATEN LANGKAT MENGGUNAKAN METODE BACKPROPAGATION NEURAL NETWORK Shaputra, Eryanto; Ginting, Budi Serasi; Nurhayati, Nurhayati
JTIK (Jurnal Teknik Informatika Kaputama) Vol. 5 No. 1 (2021): Volume 5, Nomor 1, Januari 2021
Publisher : STMIK KAPUTAMA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59697/jtik.v5i1.587

Abstract

The District Government of Langkat in this case regulates and manages Regional Original Income (PAD), for example, taxes can be increased by intensification and extentification. Extensification is an expansion of the type of tax, but several studies show that controlling the potential by expanding the type of tax does not stimulate interest and even creates reluctance for investors to invest in the area. Intensification is an effort to increase tax collection. This effort requires the ability of the regions to be able to correctly identify local revenue and the ability to collect taxes based on benefits and principles of justice. By inputting training data and training targets, the artificial neural network to predict the number of Langkat Regency using the backpropagation method can predict the amount of PAD in Langkat Regency. The artificial neural network system can recognize training data and target data with an iteration of 488 target error of 0.5 and a leraning rate of 0.1, resulting in a prediction of the amount of PAD in 2020, which is Rp. 140,948,000,000.
PERANCANGAN SISTEM PENDUKUNG KEPUTUSAN PEMBERANGKATAN HAJI DENGAN METODE DECISION TREE PADA KANTOR KEMENTERIAN AGAMA KOTA BINJAI Wahyuni, Sri; Ginting, Budi Serasi
JTIK (Jurnal Teknik Informatika Kaputama) Vol. 2 No. 2 (2018): Volume 2, Nomor 2, Juli 2018
Publisher : STMIK KAPUTAMA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59697/jtik.v2i2.660

Abstract

Pengetahuan tentang tata cara dan aturan tentang pelaksanaan haji bagi para calon jamaah haji merupakan hal terpenting sehingga semua proses yang wajib dalam pelaksanaan haji dilakukan oleh para jamaah haji. Pengolahan data calon jamaah haji pada Kantor Kementerian Agama Kota Binjai adalah suatu tugas dari sub bagian penyelenggaraan haji dan umroh. Untuk mengolah data jamaah tersebut masih banyak kekurangan karena proses masih dilakukan secara manual. Berdasarkan permasalahan diatas,maka penulis ingin melakukan penelitian membangun Perancangan Sistem Pendukung Keputusan Pemberangkatan Haji dengan Metode Decision Tree pada Kantor Kementerian Agama Kota Binjai. Dengan penerapan aplikasi ini diharapkan dapat memudahkan informasi terhadap pengelola haji khususnya kantor Kementerian Agama Kota Binjai .Sistem ini dapat menyajikan informasi yang tepat dan akurat untuk kebutuhan dalam menyajikan informasi dan data penyelenggaraan calon jamaah haji sehingga memudahkan pegawai dalam menginput data.