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Kinetik: Game Technology, Information System, Computer Network, Computing, Electronics, and Control
Published by Universitas Muhammadiyah Malang
ISSN : 25032259     EISSN : 25032267     DOI : -
Core Subject : Science, Engineering,
Computer Science & IT Control & Systems Engineering Electrical & Electronics Engineering Energy Engineering
Kinetik: Game Technology, Information System, Computer Network, Computing, Electronics, and Control was published by Universitas Muhammadiyah Malang. journal is open access journal in the field of Informatics and Electrical Engineering. This journal is available for researchers who want to improve their knowledge in those particular areas and intended to spread the knowledge as the result of studies. KINETIK journal is a scientific research journal for Informatics and Electrical Engineering. It is open for anyone who desire to develop knowledge based on qualified research in any field. Submitted papers are evaluated by anonymous referees by double-blind peer review for contribution, originality, relevance, and presentation. The Editor shall inform you of the results of the review as soon as possible, hopefully within 4 - 8 weeks. The research article submitted to this online journal will be peer-reviewed at least 2 (two) reviewers. The accepted research articles will be available online following the journal peer-reviewing process.
Arjuna Subject : -
Articles 526 Documents
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Prediksi Harga Saham Menggunakan Improved Multiple Linear Regression untuk Pencegahan Data Outlier Abidatul Izzah; Ratna Widyastuti
Kinetik: Game Technology, Information System, Computer Network, Computing, Electronics, and Control Vol 2, No 3, August-2017
Publisher : Universitas Muhammadiyah Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (821.105 KB) | DOI: 10.22219/kinetik.v2i3.268

Abstract

Seiring berkembangnya bisnis modern, prediksi harga saham selalu mendapat perhatian khusus oleh pakar ekonomi. Prediksi nilai saham menggunakan model Multiple Linear Regression (MLR) telah terbukti memberikan nilai prediksi yang presisi dan cukup baik. Namun di sisi lain, regresi linear memiliki beberapa kelemahan terhadap data outlier. Oleh karena itu pada penelitian ini dilakukan prediksi nilai harga saham menggunakan MLR yang dibantu dengan teknik K-Means dan Moving Average (MA) untuk mengatasi pengaruh data outlier. Pengujian diawali dengan pengumpulan data dan pra-proses data. Data harga saham yang akan digunakan dalam pengujian diperoleh dari laman finance.yahoo.com dengan kategori “Jakarta Composite Index (^JKSE)”. Selanjutnya proses prediksi dilakukan dengan hybrid MLR dengan K-Means dan MA untuk mengatasi titik-titik saham yang outlier. Dari hasil yang diperoleh, dapat dilihat bahwa pendekatan paling baik ditunjukkan oleh metode MLR dan MA yakni dengan nilai MSE sebesar 15087.465, RMSE sebesar 122.831, dan MAPE sebesar 3.255.
Design of Application On/Off Electronic Device with Markov Model Using Speech Recognition on Android Rochman Widyatmoko; Sugeng Purwantoro E. S. G; Yoanda Alim Syahbana S
Kinetik: Game Technology, Information System, Computer Network, Computing, Electronics, and Control Vol 3, No 3, August 2018
Publisher : Universitas Muhammadiyah Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (345.266 KB) | DOI: 10.22219/kinetik.v3i3.640

Abstract

Electronic devices are supported by a switch that is used to turn the device on and off. Manually pressed switches with distances between remote switches to cause less efficiency in saving human time and manpower. This can be solved by building a system to control electronic devices automatically. The system uses human voice commands to turn on and off electronic devices. The command will be processed into text by the Google Voice Speech Recognition library. The Android app sends human commands that have been processed by Arduino Uno R3 microcontroller. Commands are obtained after the text and data in the database are processed using the Markov Model algorithm. Communication between Android smartphone and microcontroller will be designed through a WIFI network. This system is tested based on noise level with data accuracy level with noise 0-45 dB and obtained 65% result. Based on the test response time obtained that the noise level 0-45 dB obtained results of 5.41 seconds. Based on the test results from the scenario, it can be concluded that the lower the noise generated, the better the system will also respond to commands. From the test suitability get value X = 1, meaning that the system is suitability with error rate 0. In testing accuracy to view status function get value 0 with error level 0. Testing of Markov model algorithm yields the calculated 0.125 algorithms manually and code for each command
Analisis Sumber Daya Manusia Teknologi Informasi Menggunakan Kerangka Kerja COBIT 4.1 (Studi Kasus: Unit Pelaksana Teknis Telematika Universitas Pembangunan Nasional “Veteran” Jawa Timur) Mohammad Idhom; Irwansyah Irwansyah; Ronggo Alit
Kinetik: Game Technology, Information System, Computer Network, Computing, Electronics, and Control Vol 1, No 2, August-2016
Publisher : Universitas Muhammadiyah Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (347.936 KB) | DOI: 10.22219/kinetik.v1i2.31

Abstract

Pengelolaan sumber daya manusia merupakan proses dan struktur hubungan yang mengendalikan dan mengarahkan suatu organisasi perusahaan dalam mencapai tujuan organisasi dengan menambahkan nilai agar teknologi informasi dan prosesnya dapat diseimbangkan dengan risikonya. Diperlukan sebuah evaluasi sumber daya manusia dibidang teknologi informasi untuk mengetahui sejauh mana tingkatan pengelolaan terhadap sumber daya manusia di Unit Pelaksana Teknis Telematika saat ini. Sumber daya manusia dibidang teknologi informasi pada Unit Pelaksana Teknis Telematika membutuhkan pengembangan dan pengelolaan sesuai dengan harapan organisasi. Melihat terbatasnya sumber daya manusia di bidang teknologi informasi pada Unit Pelaksana Teknis Telematika sangat terbatas sehingga kegiatan operasional masih belum efektif dan memenuhi sasaran yang diharapkan. Melihat kondisi organisasi yang mengalami terbatas pada sumber daya manusia di bidang teknologi informasi dilakukan evaluasi secara detail dengan menggunakan COBIT 4.1. Dalam melakukan evaluasi sumber daya manusia dengan menggunakan kerangka kerja COBIT yang berfokus pada Domain PO7 diharapkan dapat memberikan acuan dan perbaikan yang lebih efektif terhadap organisasi ke depannya.
A Monitoring System of Ankle Rehabilitation For Paralyzed Patients Using Android Aplication Hanum Arrosida; Asih Setiarini; Basuki Winarno; Albert Sudaryanto
Kinetik: Game Technology, Information System, Computer Network, Computing, Electronics, and Control Vol 4, No 3, August 2019
Publisher : Universitas Muhammadiyah Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.22219/kinetik.v4i3.674

Abstract

A Monitoring system of ankle rehabilitation for paralyzed patients was successfully designed. The monitoring application on Android smartphone was made app inventor. This application uses bluetooth HC-05 as a data transmission between the ankle therapy aids and smartphone Android. A MPX5050DP sensor is used to determine the muscle condition of the paraplegic to measure the muscle strength scale and control the motor dc speed of ankle rehabilitation hardware. The virtual keys on the application are five instructions of therapeutic movement such as, dorsiflexion (200), plantarflection (450), eversion (100), inversion (100) and patterned of movement. The access time to operate the ankle rehabilitation hardware is 0.8 seconds. This application includes an alarm and a database that can be used as a monitoring system. An alarm menu serves as a reminder for patients to take therapy and database to store data readings of sensors that converted into scale and muscle pressure. A MPX55050DP sensor output is displayed on smartphone application, stored in database and the therapy results are reserved to document format. The capacity of the database corresponds to the memory on the smartphone. Based on the measurement results, the ankle therapy application on android smartphone can control the system movement of ankle therapy aids and as a monitoring system of therapy results for paralyzed patients and make easily in analyzing the condition of leg muscle strength.
Application of a Radio Frequency Identification System for Supporting the Performance of Motorcycle Parking in Narotama University Sri Wiwoho Mudjanarko; Tubagus Purworusmiardi
Kinetik: Game Technology, Information System, Computer Network, Computing, Electronics, and Control Vol 2, No 4, November-2017
Publisher : Universitas Muhammadiyah Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (452.247 KB) | DOI: 10.22219/kinetik.v2i4.528

Abstract

The increasing number of motorcycles in Indonesia creates enormous problems because of the hectic involved; thus, parking management becomes a big challenge. The applicability and the possibility of a Radio Frequency Identification (RFID) were studied in finding the solution of this pressing issue. The study was conducted at Narotama University which is located in Surabaya, East Java. This study was expected to find solutions related to provide parking facilities using RFID method to identify motorcycles. The goal of this study is to determine the number of motorcycle vehicles which is being parked electronically to facilitate the management in organizing motorcycle in parking facilities. Hence, the management can arrange the requirement of parking system in the future. From the study, it can be concluded that RFID can make the process faster and easier so that the line can significantly be reduced and provide more user friendly system because the system will give the information about parking availability. Moreover, this RFID parking system and the software can be more reliable and secured due to more complete and accurate data in the registration process required to the users.
Keystroke Dynamic Authentication Using Combined MHR (Mean of Horner’s Rules) and Standard Deviation Didih Rizki Chandranegara; Fauzi Dwi Setiawan Sumadi
Kinetik: Game Technology, Information System, Computer Network, Computing, Electronics, and Control Vol 4, No 1, February 2019
Publisher : Universitas Muhammadiyah Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (319.671 KB) | DOI: 10.22219/kinetik.v4i1.719

Abstract

Keystroke Dynamic Authentication used a behavior to authenticate the user and one of biometric authentication. The behavior used a typing speed a character on the keyboard and every user had a unique behavior in typing. To improve classification between user and attacker of Keystroke Dynamic Authentication in this research, we proposed a combination of MHR (Mean of Horner’s Rules) and standard deviation. The results of this research showed that our proposed method gave a high accuracy (93.872%) than the previous method (75.388% and 75.156%). This research gave an opportunity to implemented in real login system because our method gave the best results with False Acceptance Rate (FAR) is 0.113. The user can be used as a simple password and ignore a worrying about an account hacking in the system.
Penggunaan Teknik Keamanan Pada Jaringan Serat Optik Dengan Metode Anti-Jamming Dan Steganografi Menggunakan Modul Optisystem Mia Rosmiati; Ian Pramana Depari; Arrindra Rizky Purba
Kinetik: Game Technology, Information System, Computer Network, Computing, Electronics, and Control Vol 2, No 1, February-2017
Publisher : Universitas Muhammadiyah Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (484.526 KB) | DOI: 10.22219/kinetik.v2i1.147

Abstract

Serat optic merupakan media transmisi yang dapat menghantarkan informasi dalam bentuk cahaya. digunakannya cahaya sebagai media penghantar informasi membuat media ini dapat menghantarkan informasi dengan kapasitas besar dalam waktu yang sangat singkat. Sehingga saat ini serat optic banyak digunakan dalam Telekomunikasi. jaringan serat optic ini harus disertai dengan teknik keamanan yang andal dalam proses transmisi informasinya, karena jika terjadi  penyerangan  dalam jaringan yang serat optic maka data yang akan diterima oleh receiver akan jauh berbeda dengan data yang dikirim transmitter. Sehingga hal ini sangat fatal jika informasi yang dikirimkan memiliki tingkat kerahasiaan yang sangat tinggi seperti informasi keamanan Negara. Adapun metode yang dapat digunakan dalam pengamanan jaringan serat optic adalah metode Steganography dan metode Anti-jamming. Dari percobaan yang telah dilakukan terlihat bahwa teknik Steganography memiliki tingkat keandalan yang lebih baik jika dibandingkan dengan metode anti-jamming dengan nilai BER untuk metode steganography adalah 1.91219e-077.
A Performance Analysis of General Packet Radio Service (GPRS) and Narrowband Internet of Things (NB-IoT) in Indonesia Bima, I Wayan Krisnhadi; Suryani, Vera; Wardana, Aulia Arif
Kinetik: Game Technology, Information System, Computer Network, Computing, Electronics, and Control Vol. 5, No. 1, February 2020
Publisher : Universitas Muhammadiyah Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (3159.384 KB) | DOI: 10.22219/kinetik.v5i1.947

Abstract

Internet of Things (IoT) refers to a concept connecting any devices onto the internet. The IoT devices cannot only use a service or server to be controlled at a distance but also to do computation. IoT has been applied in many fields, such as smart cities, industries, and logistics. The sending of IoT data can use the existing GSM networks such as GPRS. However, GPRS is not dedicated particularly to the transmission of IoT data in consideration of its weaknesses in terms of coverage and power efficiency. To increase the performance of the transmission of IoT data, Narrowband-IoT (NB-IoT), one alternative to replace GPRS, is offered for its excellence in coverage and power. This paper aims to compare the GPRS and NB-IoT technology for the transmission of IoT data, specifically in Bandung region, Indonesia. The results obtained showed that the packet loss from clients for the GPRS network was at 68%, while the one for NB-IoT was at 44%. Moreover, NB-IoT technology was found excellent in terms of battery saving compared to GPRS for the transmission of IoT data. This result showed that NB-IoT was found more suitable for transmitting the IoT data compared to GPRS.
Case Based Reasioning (CBR) for Medical Question Answering System Setio Basuki; Alfira Rizky; Galih Wasis Wicaksono
Kinetik: Game Technology, Information System, Computer Network, Computing, Electronics, and Control Vol 3, No 2, May-2018
Publisher : Universitas Muhammadiyah Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (421.366 KB) | DOI: 10.22219/kinetik.v3i2.263

Abstract

In this research, the researchers implement a medical Question Answering System (QAS), a complaint system in the form of sentences or paragraphs of questions about the complaint (illness) suffered by a person. Afterwards, the system will give answer to the questions with answers in the form of diagnosis based on the system knowledge. The system in this study has knowledge of the system obtained based on Case Based Reasoning (CBR) method from the previous cases stored in the database. When there is a new case, the system will perform a matching process using CBR and Sorenson Coefficient calculations to find out which the previous cases have the highest percentage of matches with the new case. Then the selected previous cases will be taken and given to the new case. Testing is processed by using 2 types of testing, expert validation testing with result of 28 data of appropriate test from 30 test data and accuracy testing resulting of 93,33% from the appropriate test data.
Handwritten Arabic Numeral Character Recognition Using Multi Kernel Support Vector Machine Muhammad Athoillah; Rani Kurnia Putri
Kinetik: Game Technology, Information System, Computer Network, Computing, Electronics, and Control Vol 4, No 2, May 2019
Publisher : Universitas Muhammadiyah Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (302.414 KB) | DOI: 10.22219/kinetik.v4i2.724

Abstract

 Handwritten recognition is how computer can identify a handwritten character or letter from a document, an image or another source. Recently, many devices provide a feature using handwritten as an input such as laptops, smartphones, and others, affecting handwritten recognition abilities become important thing. As the mother tongue of Muslims, and the only language used in holy book Al Qur’an, therefore recognizing in arabic character is a challenging task. The outcome of that recognizing system has to be quite accurate, the results of the process will impact on the entire process of understanding the Qur’an lesson. Basically handwritten recognition problem is part of classification problem and one of the best algorithm to solve it is Support Vector Machine (SVM). By finding a best separate line and two other support lines between input space data in process of training, SVM can provide the better result than other classify algorithm. Although SVM can solve the classify problem well, SVM must be modified with kernel learning method to be able to classify nonlinear data. However, determining the best kernel for every classification problem is quite difficult. Therefore, some technique have been developed, one of them is Multi Kernel Learning (MKL). This technique works by combining some kernel function to be one kernel with an equation. This framework built an application to recognize handwritten arabic numeral character using SVM algorithm that modified with Kernel Learning Method. The result shows that the application can recognize data well with average value of Accuracy is 84,37%

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