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INTEGER: Journal of Information Technology
ISSN : 2579566X     EISSN : 2579566X     DOI : -
Core Subject : Science,
This journal contains articles from the results of scientific research on problems in the field of Informatics, Information Systems, Computer Systems, Multimedia, Network and other research results related to these fields.
Arjuna Subject : -
Articles 265 Documents
Review Pemanfataan Data Electroencephalogram (EEG) dengan metode Convolution Neural Network Kurniawan, Muchamad; Rachman, Andy; Pakarbudi, Adib
INTEGER: Journal of Information Technology Vol 6, No 2: September 2021
Publisher : Fakultas Teknologi Informasi Institut Teknologi Adhi Tama Surabaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31284/j.integer.0.v6i2.2419

Abstract

Electroencephalogram (EEG) is a brain data signal that is captured by sensors. Many studies have used EEG to be used as a decision maker or classifying. What classification has been used most frequently in existing studies over the last 5 years? These are the questions that will be answered in this research. In addition to these questions, another question that will be answered is what is the most popular method used in processing EEG data? The final question in research is the recent development of EEG and CNN research. The results of these answers are the most popular research using the CNN method as a classification method, the application of the field of Human-computer InterfacesKeywords: Electroencephalogram, Convolution Neural Network.  
Analisis Fast Moving Consumer Goods untuk Memprakirakan Penjualan Barang Menggunakan Metode Triple Exponential Smoothing Ar, Nanda Hafiz; Kurniawan, Muchamad
INTEGER: Journal of Information Technology Vol 6, No 2: September 2021
Publisher : Fakultas Teknologi Informasi Institut Teknologi Adhi Tama Surabaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31284/j.integer.0.v6i2.2311

Abstract

Fast Moving Consumer Goods (FMCG) refers to a business sector generating economy particularly in Indonesia. The movement of goods runs quickly as they belong to staple food and have relatively short shelf life. They are sometimes unpredictable and even out of stock specifically to goods in fast moving category. Consequently, business doers can lose opportunities. Therefore, sale prediction is necessary to reduce opportunity loss and stock piling upon the goods that should not be ordered excessively. This research conducted prediction through Triple Exponential Smoothing method in the period of January 2018 to June 2020 by taking 5 item samples that were then tried out using alpha 0.1 – 0.9. As a result, alpha 0.1 became the best alpha in this research compared to alpha 0.2 – 0.9. Out of 5 trials, alpha 0.1 (MAPE 22%, 19%, and 34%) occurred three times and alpha 0.2 (MAPE 34% and 11%) happened twice. However, this research has not obtained the best result yet as it has not satisfied the indicator of more than 10% whole MAPEs. Thus, Triple Exponential Smoothing Brown was less appropriate to the data being used. The calculation of estimation did not consider the data fluctuation such as Ramadhan event greatly affecting the data training and forecasting result
Aplikasi Mobile Based Test Berbasis Android Untuk Pelaksanaan Pembelajaran Taruna D3 Teknik Navigasi Udara Di Politeknik Penerbangan Surabaya Yuyun Suprapto; Meita Maharani Sukma; Nyaris Pambudiyatno; Rionara Sendi Pratama
INTEGER: Journal of Information Technology Vol 7, No 1: Maret 2022
Publisher : Fakultas Teknologi Informasi Institut Teknologi Adhi Tama Surabaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31284/j.integer.2022.v7i1.2525

Abstract

Kemajuan Teknologi Informasi dan Komunikasi telah membawa banyak pengaruh dan perubahan dalam peradaban manusia. Semua bidang dan sektor kini sedang berlomba – lomba untuk berevolusi menuju era digital. Tak terkecuali dalam bidang pendidikan yang perlahan meninggalkan metode pembelajaran konvensional dan beralih ke metode Electronic learning untuk mendukung proses belajar yang lebih cepat, akurat, dan efisien. E-Learning adalah proses belajar secara efektif yang dihasilkan dengan cara menggabungkan penyampaian materi secara digital yang terdiri dari dukungan dan layanan belajar untuk mencapai tingkat pembelajaran yang tinggi.pada penelitian ini menggunakan platform pengembang Aplikasi berbasis PC sebagai alat untuk mendesain dan melakukan perancangan. Aplikasi Mobile Based Test menggabungkan 3 jenis tipe akun dengan peran yang berbeda - beda yaitu Administrator sebagai pengelola aplikasi, Dosen sebagai Tutor, dan Taruna sebagai siswa. Aplikasi ini akan dijalankan di Smartphone Android dan  terintegrasi dengan Database sebagai pusat pangkalan data.  Aplikasi Mobile Based Test nantinya dapat mendukung pelaksanaan pembelajaran yang meliputi suatu aktifitas akademik berupa kuis, ujian harian, ujian tengah semester, ujian akhir semester dan berbagai metode penilaian yang menggunakan teori di jurusan Teknik Navigasi Udara.
Rancang Bangun Sistem Aplikasi Pembelajaran Pada Min Toweren Husna Gemasih; Laili Wahyunita
INTEGER: Journal of Information Technology Vol 6, No 2: September 2021
Publisher : Fakultas Teknologi Informasi Institut Teknologi Adhi Tama Surabaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31284/j.integer.0.v6i2.1874

Abstract

The learning system is the most important role in education. MIN Toweren has problems in the thematic learning system in mathematics. Students have poor learning motivation in class. Analysis of the learning system at MIN Toweren was carried out to find its weaknesses. With the SDLC system development method, a digital learning system application was built. The test results using blackbox testing and whitebox testing methods show that the application of the learning system is able to run well and functionally. Keywords: SDLC, learning system, MIN Toweren
2x2 Array Circular Microstrip Antenna Design for Altimeter Radar Antenna Applications bambang Bagus Harianto; Muhammad Rifa'i; Yuyun Suprapto; Totok Warsito; Achmad Mauludiyanto
INTEGER: Journal of Information Technology Vol 7, No 1: Maret 2022
Publisher : Fakultas Teknologi Informasi Institut Teknologi Adhi Tama Surabaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31284/j.integer.2022.v7i1.2894

Abstract

Radar Altimeter digunakan untuk mengukur jarak dari pesawat ke permukaan tanah atau permukaan laut yang bekerja pada frekuensi 4,2-4,3 GHz. Antena microstrip sebagai antena alternatif terdiri dari tambalan dan pesawat darat dengan Tembaga dan substrat menggunakan FR-4. Antena microstrip melingkar array 2x2 terdiri dari empat elemen antena melingkar tunggal yang dikombinasikan dengan teknik Wilkinson Power Divider. Optimalisasi array antena melingkar microstrip 2x2 pada 4,3 GHz sesuai dengan frekuensi operasi radar altimeter dengan kehilangan kembali -12,41 dB dalam rentang frekuensi 4,22 GHz hingga 4,36 GHz, bandwidth 144,1 MHz, VSWR 1,6, menghasilkan keuntungan 6.9 dB, serta menghasilkan pola radiasi lobus utama 7,34 dBi ke arah 20,0 deg dan beamwidth 26,3 deg. Hasil optimasi dibandingkan dengan antena microstrip melingkar tunggal, yang memiliki kehilangan pengembalian -16,19 dB dalam rentang frekuensi 4,27 GHz - 4,31 GHz, bandwidth antena ini adalah 48,4 MHz, VSWR 1,3, menciptakan keuntungan 4,3 dB, serta menghasilkan pola radiasi lobus utama 2,76 dBi ke arah 47,0 deg dan beamwidth 49,1 deg
Pengembangan Sistem Informasi Pengelolaan Praktik Industri Terintegrasi Sistem Informasi Akademik Terpadu Universitas Negeri Surabaya Ricky Eka Putra; Asmunin Asmunin
INTEGER: Journal of Information Technology Vol 6, No 2: September 2021
Publisher : Fakultas Teknologi Informasi Institut Teknologi Adhi Tama Surabaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31284/j.integer.0.v6i2.2371

Abstract

Praktik Industri (PI) is one of the mandatory courses that must be taken by students of all majors within the Faculty of Engineering, State University of Surabaya. Through this course, students are required to carry out learning in institutions/companies according to the field of science with the aim of knowing and practicing what they have learned in real practice in the company. The main problem in implementing PI is that all administrative processes are not integrated so that it is difficult for the parties involved in managing the PI. Some examples of problems related to PI include student information and industrial premises, activities while in industry, students who have not done PI, PI guidance notes, notes related to PI exams, Student Information and Advisory Lecturers, administrative data related to PI, Feedback from Industry and others. -other. Based on these problems, PI activities require an PI management information system that is integrated with the Integrated Academic Information System (SIAKADU) in the Department of Informatics, Faculty of Engineering Unesa. This PI management information system is built on a web-based basis using open source technology and is integrated with data on SIAKADU.
Pemanfaatan Teknologi Virtual Reality Dalam Bidang Penerbangan Selama Kurun Waktu 10 Tahun Terakhir Rosyid Ridlo Al Hakim; Ichsani Nurul Islam; Halimatu Ulfah; Rofingi Nurul Aji; Slamet Nurul Riyadi; Agung Nurul Pangestu; Ariep Nurul Jaenul
INTEGER: Journal of Information Technology Vol 7, No 1: Maret 2022
Publisher : Fakultas Teknologi Informasi Institut Teknologi Adhi Tama Surabaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31284/j.integer.2022.v7i1.2526

Abstract

Teknologi virtual reality sejatinya telah banyak diterapkan di beberapa sektor industri seperti kedokteran, penerbangan, pendidikan, arsitek, militer, hiburan dan lain sebagainya. Virtual reality sangat membantu dalam menyimulasikan sesuatu yang sangat sulit untuk dihadirkan secara langsung dalam dunia nyata seperti dalam penerbangan. Studi ini meringkas penelitian-penelitian terdahulu yang relevan dengan penggunaan dan pemanfaatan teknologi virtual reality dalam bidang penerbangan. Metode penelitian yang dilakukan merupakan metode mini-review article, penelitian diawali dari studi literatur, identifikasi judul, screening abstrak, seleksi artikel full-text, dan ulasan mini-review. Hasil studi mini-review ini berupa pemanfaatan teknologi virtual reality dapat digunakan untuk keperluan pelatihan, simulasi, kesehatan, penilaian, dan evaluasi yang berhubungan dengan bidang penerbangan.
Analysis Of Information Technology Risk Management In Raja Computer Balikpapan Branch Using ISO 31000 Framework Darlinda Darlinda Darlinda; Ayu sri wahyuni; Joy Nashar Utamajaya
INTEGER: Journal of Information Technology Vol 6, No 2: September 2021
Publisher : Fakultas Teknologi Informasi Institut Teknologi Adhi Tama Surabaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31284/j.integer.0.v6i2.1890

Abstract

Raja Computer Balikpapan Branch is a store that is engaged in selling computers, the store already uses IS/IT in supporting every business activity it carries out. The store uses the Ipost application which is used to support computer sales, record stock of goods, and can be used to record daily contests needed by the store. However, in the world of management, there is always the possibility of risks that may occur and can interfere with business activities in using the system. Thus, an analysis is needed of the IS/IT resources contained in the computer shop. Therefore, it is hoped that using ISO 31000 can help minimize every risk contained in the Ipost application. The results of this risk analysis are in the form of an analysis of possible risks, can group possible risks based on applications that can generate offers and risks that exist in Ipost, so the computer shop can treat existing risks according to the priority level of risk and be able to prevent and minimize disrupting business activities at Raja Computer store Balikpapan branch.
Penerapan Euclidean Distance untuk Deteksi Kemiripan Citra Berbasis Scale Invariant Feature Transform (SIFT) Rani Rotul Muhima; Hendro Nugroho
INTEGER: Journal of Information Technology Vol 7, No 1: Maret 2022
Publisher : Fakultas Teknologi Informasi Institut Teknologi Adhi Tama Surabaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31284/j.integer.2022.v7i1.2923

Abstract

The similarity of a pair of images can be measured using the distance measurement method from the feature extraction. The feature extraction method used in this research was the Scale Invariant Feature Transform (SIFT). This method is an extraction method that is invariant to changes in scale, rotation, translation and illumination. In this research, each keypoint of test image is matched for its level of similarity with the Euclidean distance method. The similarity of each keypoint of the tested image is matched by Euclidean distance and it will be claimed similar if it has the smallest distance. Next, the corresponding keypoint of the tested image gets recall test by varying parameters of transformation in size, rotation, color, and angle as well as different image. The research results demonstrated that the recall averages of dataset were 100 for similar image test, 95 for size and rotation changes tests, 98 for colour changes test, 97 for angle changes test, and 0 for image test with different objects. Based on the results, SIFT is suitable for detecting the similarity of image object shapes. 
Pemrograman Sequential 10 Rumus Volume Bangun Ruang Menggunakan Visual Basic 6.0 Rizky Parlika; Fatwa Zuhri Diva Perdana; Muhammad Helmi Satria Fedianto; Muhammad Izdihar Alwin
INTEGER: Journal of Information Technology Vol 6, No 2: September 2021
Publisher : Fakultas Teknologi Informasi Institut Teknologi Adhi Tama Surabaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31284/j.integer.0.v6i2.2410

Abstract

Visual Basic 6.0 adalah bahasa pemograman yang digunakan untuk membuat aplikasi Windows berbasis grafis (GUI – Grapichal User Interface) untuk melakukan dan menyelesaikan tugas-tugas tertentu. Microsoft Visual Basic 6.0 lebih banyak digunakan sebagai developer dibanding bahasa pemprograman yang lain seperti Pascal misalnya, dimana kita harus menulis program untuk segala sesuatu. Microsoft Visual Basic 6.0 mampu menambahkan sendiri sebagian kode program secara otomatis ke dalam program sehingga pekerjaan programer menjadi semakin mudah. Tujuan penelitian ini untuk membangun Aplikasi Menghitung Volume Bangun Ruang. Manfaat penelitian ini adalah membantu mempercepat proses menghitung volume bangun ruang. Pada Aplikasi Menghitung Volume Bangun Ruang ini terdapat 10 Rumus yang digunakan, antara lain: Kubus, Balok, Limas Segitiga, Limas Segiempat, Limas Segilima, Prisma Segitiga, Prisma Segilima, Kerucut, Tabung, dan Bola.

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