INTEGER: Journal of Information Technology
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.
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<![CDATA[Komparasi Algoritma Support Vector Machine Dengan Naïve Bayes Untuk Analisis Kelayakan Pemberian Kredit Usaha Mikro ]]>
<![CDATA[Astofa, Aniq]]>
<![CDATA[ INTEGER: Journal of Information Technology Vol 6, No 2: September 2021 ]]>
Publisher : <![CDATA[Fakultas Teknologi Informasi Institut Teknologi Adhi Tama Surabaya ]]>
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DOI: 10.31284/j.integer.0.v6i2.2357
<![CDATA[Credit has a high risk of credit congestion, this is due to the accidental factor due to the disaster experienced by the debtor so that the credit provided does not increase the income of the debtor, in addition to the existence of bad faith of the debtor by not fulfilling the obligation as it should, the data technique mining using Particle Swarm Optimization-based vector-based support method with Naive bayes. Support Vector Machine method has an accuracy of 50.70%. The second experiment conducted using Particle Swarm Optimization's Support Vector Machine method has an accuracy value of 85.92% and Compared with al-goritma or naive bayes method the accuracy value of 91.16% .with Rapidminer software]]>
<![CDATA[Rancang Bangun Sistem Aplikasi Pembelajaran Pada Min Toweren ]]>
<![CDATA[Gemasih, Husna]]>;
<![CDATA[Wahyunita, Laili]]>
<![CDATA[ INTEGER: Journal of Information Technology Vol 6, No 2: September 2021 ]]>
Publisher : <![CDATA[Fakultas Teknologi Informasi Institut Teknologi Adhi Tama Surabaya ]]>
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DOI: 10.31284/j.integer.0.v6i2.1874
<![CDATA[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]]>
<![CDATA[Pengembangan Sistem Informasi Pengelolaan Praktik Industri Terintegrasi Sistem Informasi Akademik Terpadu Universitas Negeri Surabaya ]]>
<![CDATA[Putra, Ricky Eka]]>;
<![CDATA[Asmunin, Asmunin]]>
<![CDATA[ INTEGER: Journal of Information Technology Vol 6, No 2: September 2021 ]]>
Publisher : <![CDATA[Fakultas Teknologi Informasi Institut Teknologi Adhi Tama Surabaya ]]>
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DOI: 10.31284/j.integer.0.v6i2.2371
<![CDATA[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.]]>
<![CDATA[Analysis Of Information Technology Risk Management In Raja Computer Balikpapan Branch Using ISO 31000 Framework ]]>
<![CDATA[Darlinda, Darlinda Darlinda]]>;
<![CDATA[wahyuni, Ayu sri]]>;
<![CDATA[Utamajaya, Joy Nashar]]>
<![CDATA[ INTEGER: Journal of Information Technology Vol 6, No 2: September 2021 ]]>
Publisher : <![CDATA[Fakultas Teknologi Informasi Institut Teknologi Adhi Tama Surabaya ]]>
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DOI: 10.31284/j.integer.0.v6i2.1890
<![CDATA[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.]]>
<![CDATA[Pemrograman Sequential 10 Rumus Volume Bangun Ruang Menggunakan Visual Basic 6.0 ]]>
<![CDATA[Parlika, Rizky]]>;
<![CDATA[Perdana, Fatwa Zuhri Diva]]>;
<![CDATA[Fedianto, Muhammad Helmi Satria]]>;
<![CDATA[Alwin, Muhammad Izdihar]]>
<![CDATA[ INTEGER: Journal of Information Technology Vol 6, No 2: September 2021 ]]>
Publisher : <![CDATA[Fakultas Teknologi Informasi Institut Teknologi Adhi Tama Surabaya ]]>
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DOI: 10.31284/j.integer.0.v6i2.2410
<![CDATA[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.]]>
<![CDATA[Analisa Evaluasi Sistem Pembelajaran Online Di SMK Budhiwarman 1 Jakarta Menggunakan Metode AHP ]]>
<![CDATA[arizona, fredy]]>;
<![CDATA[Yana, Adelia Alvi]]>
<![CDATA[ INTEGER: Journal of Information Technology Vol 6, No 2: September 2021 ]]>
Publisher : <![CDATA[Fakultas Teknologi Informasi Institut Teknologi Adhi Tama Surabaya ]]>
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DOI: 10.31284/j.integer.0.v6i2.2290
<![CDATA[Covid 19 is an epidemic that is hitting right now, in the midst of the covid 19 pandemic, the government issued a policy to study from home, the online learning system has a large number of problems, this is what makes students unable to follow learning optimally. The problems experienced both in terms of facilities, the internet as well as in terms of assignments and the environment, are the cause of students being unable to follow lessons optimally, SMK Budhiwarman 1 is one of the schools where students feel the impact of online learning, the purpose of this research is to conduct a survey to be able to measure how much influence the problems experienced have on student scores, in addition to testing the current system. AHP is a method that allows to measure the level of problems experienced during online learning and can provide ratings to find out the main problems faced. By combining surveys with AHP, it is found that the main problems that are most often experienced are from the internet and from the facilities used for learning, this proves that AHP can be the main method for finding the main problems of the many problems of the online learning system..]]>
<![CDATA[Review Pemanfataan Data Electroencephalogram (EEG) dengan metode Convolution Neural Network ]]>
<![CDATA[Kurniawan, Muchamad]]>;
<![CDATA[Rachman, Andy]]>;
<![CDATA[Pakarbudi, Adib]]>
<![CDATA[ INTEGER: Journal of Information Technology Vol 6, No 2: September 2021 ]]>
Publisher : <![CDATA[Fakultas Teknologi Informasi Institut Teknologi Adhi Tama Surabaya ]]>
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DOI: 10.31284/j.integer.0.v6i2.2419
<![CDATA[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. Â ]]>
<![CDATA[Analisis Fast Moving Consumer Goods untuk Memprakirakan Penjualan Barang Menggunakan Metode Triple Exponential Smoothing ]]>
<![CDATA[Ar, Nanda Hafiz]]>;
<![CDATA[Kurniawan, Muchamad]]>
<![CDATA[ INTEGER: Journal of Information Technology Vol 6, No 2: September 2021 ]]>
Publisher : <![CDATA[Fakultas Teknologi Informasi Institut Teknologi Adhi Tama Surabaya ]]>
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DOI: 10.31284/j.integer.0.v6i2.2311
<![CDATA[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]]>
<![CDATA[Rancang Bangun Sistem Aplikasi Pembelajaran Pada Min Toweren ]]>
<![CDATA[Husna Gemasih]]>;
<![CDATA[Laili Wahyunita]]>
<![CDATA[ INTEGER: Journal of Information Technology Vol 6, No 2: September 2021 ]]>
Publisher : <![CDATA[Fakultas Teknologi Informasi Institut Teknologi Adhi Tama Surabaya ]]>
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DOI: 10.31284/j.integer.0.v6i2.1874
<![CDATA[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]]>
<![CDATA[Pengembangan Sistem Informasi Pengelolaan Praktik Industri Terintegrasi Sistem Informasi Akademik Terpadu Universitas Negeri Surabaya ]]>
<![CDATA[Ricky Eka Putra]]>;
<![CDATA[Asmunin Asmunin]]>
<![CDATA[ INTEGER: Journal of Information Technology Vol 6, No 2: September 2021 ]]>
Publisher : <![CDATA[Fakultas Teknologi Informasi Institut Teknologi Adhi Tama Surabaya ]]>
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DOI: 10.31284/j.integer.0.v6i2.2371
<![CDATA[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.]]>
