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INDONESIA
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer
Published by Universitas Brawijaya
ISSN : -     EISSN : -     DOI : -
Core Subject : Science, Education, Engineering,
Computer Science & IT Control & Systems Engineering Education Electrical & Electronics Engineering Engineering
Jurnal Pengembangan Teknlogi Informasi dan Ilmu Komputer (J-PTIIK) Universitas Brawijaya merupakan jurnal keilmuan dibidang komputer yang memuat tulisan ilmiah hasil dari penelitian mahasiswa-mahasiswa Fakultas Ilmu Komputer Universitas Brawijaya. Jurnal ini diharapkan dapat mengembangkan penelitian dan memberikan kontribusi yang berarti untuk meningkatkan sumber daya penelitian dalam Teknologi Informasi dan Ilmu Komputer.
Arjuna Subject : -
Articles 201 Documents
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Search results for , issue "Vol 2 No 12 (2018): Desember 2018" : 201 Documents clear
Pengembangan Aplikasi Pembelajaran Pemrograman Java yang Atraktif Berbasis Android Riski Pradana; Bayu Priyambadha; Fajar Pradana
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 2 No 12 (2018): Desember 2018
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

In the Faculty of Computer Science (FILKOM) Brawijaya University, the survey shows that 76% of 100 FILKOM students are more interested in studying materials other than the basic programming courses. Limitations of material resources obtained and Student Centered Learning methods that used in FILKOM are considered less helpful for students to understand the learning materials. Therefore, it has developed an attractive java programming learning system based on website using gamification method. However, research from Studi Baidu states that users of mobile applications are 97%, greater than browsers that only 76%. Some studies related to gamification also states that the next research direction is from the side of mobility. Based on this data, need to develop Java learning programming application in mobile version which acts as client, so that existing system can act as server. In this research, the application is built in native android platform. To exchange data with the server, it is necessary to build a web service that is used as Application Programming Interface (API). The results of the development of android-based applications obtained 19 main features, while the results of web service development obtained 8 new classes on the system-based website. Unit testing is done using white-box method and validation testing is done by black-box method. The results of unit testing and validation testing yield a 100% value, which means all features work in accordance with requirements.
Deteksi Titik Api Terpusat Menggunakan Kamera Dengan Notifikasi Berbasis Sms Gateway Pada Raspberry Pi Syahrul Yoga Pradana; Fitri Utaminingrum; Wijaya Kurniawan
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 2 No 12 (2018): Desember 2018
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

Fire accident is an event that produce flame, in which fire accident could make a significant loss and even casualty. Fire accident mostly caused by human error. This research conducted to create a system for flame detection utilizing camera (2 camera) attached in every room inside a home in order to facilitate user to detect flame as soon as possible when the fire started in each of the room, and also made an advantage from Gateway SMS as a notifier alert. This system utilized a Mini PC (Raspberry Pi 3 Model B) acted as a data processor and control system. And also, this system completed by using Logitech C525 Camera acted as an input to take flame image. As for the Buzzer, it rings the alarm dan Modul SIM900A acted as an output to notify by SMS when there is flame. This system used image processing method processed inside Raspberry Pi 3 Model B doing some controls over the output income which is by doing Morphological Image Filtering through OpenCV. Result obtained for flame detection accuracy was 90%, as for flame detection inter-camera in every room was 96.66%, and the computation mean time tests were 27.5ms, 22.2ms, and 36.25ms
Pengembangan Sistem Informasi Manajemen Perpustakaan Pada Ruang Baca Fakultas Ilmu Komputer Universitas Brawijaya I Gde Yuda Pratama; Satrio Agung Wicaksono; Mochamad Chandra Saputra
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 2 No 12 (2018): Desember 2018
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

Computer Science Faculty of Brawijaya University has a reading room that provides a collection of books and various research reports used by students to learn, looking for information and references related to subjects, thesis final assignment, and some other research. The reading room has been using information systems by utilizing desktop-based information systems to serve lending and return service activities. Currently to access the information system and library services is still offline, so in the process of borrowing books, students must come to the reading room, there is no information related to the amount of availability in each book, the absence of management of fines, so that the reading room staff have difficulty in managing borrowing and return of books. So this research is done by developing a library management information system that can overcome the problem of borrowing, returns, management of mulct, and to seek information online. This research using waterfall model method in information system development that will be built and using Unified Modeling Langueage (UML) to make it easier to understand the design of the built software. Based on problem analysis resulting on 13 features system, 28 functional requirements, and 1 non-functional requirement provides an overview of the capabilities that can be done by the library management information system. The result of validation testing, the system can run well and declared valid. The results of UAT show that 100% system can be received from the side of the reading room staff and students and the results of compatibility testing, there is a critical issue that appear due to ssl or https feature is not enabled
Analisis dan Perancangan Sistem Informasi Pengelolaan Mutabaah Siswa (Studi Kasus : Pendidikan Al-Qur'an di SDIT Madani Ekselensia Sidoarjo) Afifah Qonita; Aditya Rachmadi; Denny Sagita Rusdianto
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 2 No 12 (2018): Desember 2018
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

SDIT Madani Ekselensia is an integrated Islamic primary school that offers education of the Qur'an as its flagship program. In the teaching of the Qur'an in SDIT Madani Ekselensia, teachers should record, remember and evaluate the progress of learning of Qur'an students individually using mutabaah. The recording of student progress is still in manual form with the teacher writing his or her assessment on the student's mutabaah sheets stored in each class. Activities on learning the Qur'an include noting the progress of students and report it to parents every day. Teachers also recapped student's mutabaah for the coordinator. The purpose of this research is to analyze and design a Student Mutabaah Management Information System using Ripple method and Problem Pyramid tool with test of analysis result and design using Consistency Analysis and Traceability Matrix. The final result of this research is use case, activity diagram, class diagram, sequence diagram, communication diagram, database schema, dan user interface sketches.
Analisis dan Penentuan Prioritas Pencegahan Masalah Menggunakan Failure Mode and Effect Analysis dan Cause and Effect Analysis Pada Proses Bisnis Pengajuan Proposal Program Kreativitas Mahasiswa (PKM) (Studi Kasus : Universitas Brawijaya Malang) Zaenal Kurniawan; Ismiarta Aknuranda; Nanang Yudi Setiawan
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 2 No 12 (2018): Desember 2018
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

Universitas Brawijaya (UB) is one of the universities that became an active participant of Student Creativity Program (PKM) organized by Belmawa Dikti. As the most common winner 6 times, UB must improve the quality of competitiveness in order to retain the champion generally back. The steps taken are to submit a proposal of PKM as much as possible with good quality. However, in reality, PKM proposal submission process is not in accordance with the desired target, so that it can hamper the university to reach the target and risk in UB prestative decline. Therefore, it is necessary to do analysis using Failure Mode and Effect Analysis and Cause and Effect Analysis to determine the root and cause of problems that occur. The first step is to identify key business processes for submitting PKM proposals, then modeling business processes using Business Process Model and Notation (BPMN). Next determine the failure that occurs along with the cause and effect that will appear and performed calculations using the Failure Mode and Effect Analysis (FMEA) equation. The next word is to determine the priority failure of some problems based on the highest value. The three highest problems are then analyzed using Cause and Effect Analysis, the purpose is to know the cause and the root of the problem. The result of this research is recommendation of improvement based on cause and root of problem happened at activity or process which have been analyzed.
Klasifikasi Penderita Penyakit Ginjal Kronis Menggunakan Algoritme Support Vector Machine (SVM) Ega Ajie Kurnianto; Imam Cholissodin; Edy Santoso
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 2 No 12 (2018): Desember 2018
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

Data mining is one of the processes that can be used in the healthcare industry currently. With the large amount of data collected, it can be used to get some information or an interesting pattern. Later on, the information can be used to provide assistance, diagnose, or decision making of a patient with the certain disease, such as chronic kidney disease, which is one form of disorder in the kidney. It is a deadly disease, but with proper precautions, this disease can also be avoided. Usually, most patients with a chronic kidney disease don't know the suffered disease and patients tend to underestimate when they find early symptoms of chronic kidney disease. Therefore, it needs a system that can facilitate the early detection of the chronic kidney disease. One technique that can be used is the classification using Support Vector Machine (SVM) algorithm. This algorithm aims to create an optimal hyperplane or dividing line. This research used data from 158 patients with 24 features and 2 classes. Based on test results, obtained best accuracy 100% with the details of parameter value is augmenting factor value (λ) = 0,001, learning rate value (γ) = 0,001, complexity value (C) = 0,001, sigma value (σ) = 1, and number of iteration = 1000.
Diagnosis Penyakit Kelamin Laki-Laki Menggunakan Metode Bayesian Network Yori Tri Cuswantoro; Nurul Hidayat; Ratih Kartika Dewi
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 2 No 12 (2018): Desember 2018
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

Venereal disease is a disease that attacks the male and female genital organs that are usually transmitted through sex or oral sex. In Indonesia, the most common sexually transmitted diseases are syphilis and gonorrhea, the prevalence of sexually transmitted diseases in Indonesia is very high, in Jakarta the prevalence of gonorrhea is 29.8%, syphilis 25.2% and chlamydia 22.7%. Everyone can get a sexually transmitted disease. The tendency of increasing the spread of this disease is caused by the sexual behavior of multiple partners, and the existence of a high premarital sexual relationship. Bayesian Network is a simple Probabilistic Graphical Model (PGM) built from probabilistic theory and graph theory. The variables needed in this study are symptoms of male genital disease. After the symptoms are entered, it will be processed by the Bayesian Network. The result of the bayesian network is the diagnosis of male genital disease. The accuracy obtained from the test results is 88.57%.
Implementasi Performance Improved Holt-Winters Untuk Prediksi Jumlah Keberangkatan Domestik di Bandar Udara Soekarno Hatta Revinda Bertananda; Budi Darma Setiawan; Marji Marji
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 2 No 12 (2018): Desember 2018
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

Air transportation in Indonesia is experiencing a rapid increase. Given the developments that occur, it's not impossible that in the future air transport will be a superior transportation again. But every flight in an airport doesn't always carry the same number of passengers each month. The number of these unconfirmed passengers should always be predictable so that the airport can determine policies to adjust the increase or decrease the number of passengers in the future. Prediction done in this research using Performance Improved Holt-Winters method. This method can predict time series data that has a data pattern with seasonal variation. In its calculations, Performance Improved Holt-Winters method involves trend and seasonality and is based on three smoothing equations: overall smoothing (level), trend smoothing, and seasonal smoothing. The data used in this study is the data of domestic departure at Soekarno Hatta airport from January 2012 to December 2017 which obtained from the official website of Central Bureau of Statistics Indonesia (www.bps.go.id). From the results of tests that have been done, the result of the smallest MAPE value is 2,976% with the parameter value α (alpha) = 0,04; β (beta) = 0,002; Υ (gamma) = 0,1; the number of training data = 60, and testing data = 12.
Sistem Penentu Suhu Dan Kelembaban Incubator Telur Unggas Berdasarkan Berat Dan Warna Telur Menggunakan Metode Fuzzy Moh. Zainur Rodhi; Dahnial Syauqy; Gembong Edhi Setyawan
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 2 No 12 (2018): Desember 2018
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

Egg hatching machine is one innovation in technology that is proven to increase production results in poultry farming. But the existing egg hatchery machine is considered still less efficient, because in terms of functionality, one unit of egg hatchery machine only serves to incubate just one particular egg species and can not be used to incubate different egg species. As the result based on this problem, come an idea for designing temperature and humidity control sistems using the weight and color of poultry eggs on poultry egg Incubator for chicken egg, duck egg and quail egg. This sistem is created using a load cell sensor to detect the egg weight, color sensor TCS3200 to detect egg color, DHT11 sensor to detect air temperature and humidity and arduino uno as the data processor of the sensor. The process of detecting eggs done by using fuzzy logic. This sistem is able to adjust the temperature and humidity values ​​in the Incubator automatically according to the egg species detected. Adjust the temperature value using a bulb lamp which functions as a heating, while for humidity use humidifier which functions to increase the value of air humidity. From the results of fuzzy logic testing obtained error percentage of 0.001%, and aktuator conditions to adjust the temperature and humidity values is in compliance with the required conditions.
Penerapan Komunikasi Berbasis 6LoWPAN(802.15.4) Antara Node Sensor dengan IoT Middleware Binariyanto Aji; Eko Sakti Pramukantoro; Mahendra Data
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 2 No 12 (2018): Desember 2018
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

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Abstract

IoT middleware is one of the solutions of IOT Interoperability. The development of IoT middleware still needs to be developed and expanded. 6LoWPAN is an IPv6-based technology that has many advantages, beside superior on coverage, security, and scalability, 6LoWPAN is also designed for low-power devices. The purpose of this research is to realize IoT Middleware that is able to support network layer Interoperability, we want to add 6LoWPAN implementation on IoT middleware device which previously only have WLAN device. The middleware and sensor nodes will be tested for their ability to use 6LoWPAN technology, to ensure that previously running service on IoT middleware can run on 6LoWPAN technology. The results obtained are, IoT middleware can communicate with 6LoWPAN technology. Node middleware and sensor nodes can use the CoAP and MQTT protocols that stand on 6LoWPAN technology. It should be noted that CoAP and MQTT can work on the 6LoWPAN technology to ensure that the middleware node provides TCP6 and UDP6 where both protocols make CoAP and MQTT communicate based on Ipv6.

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