ILKOM Jurnal Ilmiah
ILKOM Jurnal Ilmiah is an Indonesian scientific journal published by the Department of Information Technology, Faculty of Computer Science, Universitas Muslim Indonesia. ILKOM Jurnal Ilmiah covers all aspects of the latest outstanding research and developments in the field of Computer science, including Artificial intelligence, Computer architecture and engineering, Computer performance analysis, Computer graphics and visualization, Computer security and cryptography, Computational science, Computer networks, Concurrent, parallel and distributed systems, Databases, Human-computer interaction, Embedded system, and Software engineering.
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<![CDATA[SISTEM KONTROL MESIN PENUKARAN UANG KERTAS RUPIAH BERBASIS PENGOLAHAN CITRA DAN RASPBERRY PI ]]>
<![CDATA[Jalil, Abdul]]>
<![CDATA[ ILKOM Jurnal Ilmiah Vol 10, No 2 (2018) ]]>
Publisher : <![CDATA[Program Studi Teknik Informatika Fakultas Ilmu Komputer Univeristas Muslim Indonesia ]]>
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<![CDATA[The research purpose is to build a machine control system for exchange nominal of rupiahs paper money from big nominal to small nominal based on image processing and Raspberry Pi. The method for money exchange is detecting the authenticity of money, nominal of money, and amount of money exchange. The money authenticity was detected by the invisible image and nominal of money was detected by money color. Technique for detection the authenticity and nominal of money are using image processing that is processed on the Raspberry Pi. The algorithm used for detecting the authenticity and nominal of money are using template color algorithm and for exchange amount of money using the greedy algorithm. The research result is system able to detect the authenticity and nominal of paper money IDR 100.000, IDR 50.000, and IDR 20.000 then exchange it with the small nominal of money in accordance with the user choice.]]>
<![CDATA[MONITORING KELEMBABAN TANAH PERTANIAN MENGGUNAKAN SOIL MOISTURE SENSOR FC-28 DAN ARDUINO UNO ]]>
<![CDATA[Husdi, Husdi]]>
<![CDATA[ ILKOM Jurnal Ilmiah Vol 10, No 2 (2018) ]]>
Publisher : <![CDATA[Program Studi Teknik Informatika Fakultas Ilmu Komputer Univeristas Muslim Indonesia ]]>
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<![CDATA[Land as the main factor in agriculture must be considered as well as possible in order to provide the expected results. One of them is by using computer and internet technology to monitor soil moisture. Soil moisture is one of the environmental factors that affect plant growth. One of the innovations in information and communication technology in agriculture is the use of the Internet of Things. By using the Internet of Things, it can be done to monitor soil moisture that is used as a planting medium for horticultural crops. knowing the value of soil moisture will be very useful to be able to determine the steps or handling of the soil. The test results show that the measurement of soil moisture using a soil moisture sensor can work well and display information on the value of soil moisture. Based on the results and analysis, it can be concluded that the results of monitoring the soil moisture monitoring system can already be used to monitor agricultural land. So that the results of this study are expected to help farmers in making decisions based on information about the value of soil moisture that has been obtained. The final result obtained from the reading of the sensor value is wet, moist and dry according to the set value of the Analog Data. That is wet condition when getting output with lower limit range of 150 and upper limit of 339, humid condition when getting output with lower limit range 340 upper limit of 475, dry condition when getting sensor value with lower limit range is 476 and upper limit is 1023.]]>
<![CDATA[KOLABORASI FISH-NET DAN TECHNOLOGY UNTUK OPTIMALISASI ALAT TANGKAP IKAN ]]>
<![CDATA[Irwan, Irwan]]>;
<![CDATA[Fikar, Sul]]>;
<![CDATA[Surachmad, Winarto]]>;
<![CDATA[Hayati, Lilis Nur]]>
<![CDATA[ ILKOM Jurnal Ilmiah Vol 10, No 2 (2018) ]]>
Publisher : <![CDATA[Program Studi Teknik Informatika Fakultas Ilmu Komputer Univeristas Muslim Indonesia ]]>
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<![CDATA[AbstractKelurahan Untia is one of the areas occupied by the fishermen and also the majority of the population work as fishermen catch fishermen. The dominant fishing gear used by fishermen in the village of Untia is surface gill net. But the use of surface gill net capture device is considered not effective and efficient because it has constraints on the process of checking the net, the old fishing process, the net tends to disappear, and the catch is considered less. So from that problem, we encourage us to create a technological innovation called FiNe-Tech (Fish Net Technology). FiNe-Tech is designed to be able to monitor fish trapped in surface gill net captures, simplify the process of catching fish in the sea, tracking the position of the jarring, speeding up the fishing process, and increasing the net catch through a smartphone application at close range and distance from the position nets even though we are at home though.]]>
<![CDATA[Prediksi Jumlah Mahasiswa Registrasi Per Semester Menggunakan Linier Regresi Pada Universitas Ichsan Gorontalo ]]>
<![CDATA[Bengnga, Amiruddin]]>;
<![CDATA[Ishak, Rezqiwati]]>
<![CDATA[ ILKOM Jurnal Ilmiah Vol 10, No 2 (2018) ]]>
Publisher : <![CDATA[Program Studi Teknik Informatika Fakultas Ilmu Komputer Univeristas Muslim Indonesia ]]>
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<![CDATA[Improving the quality of education, service quality and accreditation value increase is the hope of all universities, especially at Ichsan University of Gorontalo. One of the factors to achieve this is the increasing number of students who make the payment registration every semester. Based on the report in PDPT Dikti reporting year 2017/2018 has the number of students ± 9,000 people, from the analysis of the last 4 years the number of unregistered students tends to increase and students registerasi tends to decrease, if this is not considered, it will have an impact on the achievement of the above expectations. To overcome these problems, need to be done prediction technique using Linear Regression and MAPE method. The purpose of this research is to build an application to predict the number of registration students. Based on the results of research from 2 selected study program of Informatics Engineering, the result of error rate is 4.24% or the accuracy level is 95.76%, and for the Law Study program, the error rate is 7.69% or the accuracy level is 92.31%, thus the application already built is feasible to use.]]>
<![CDATA[Penerapan Metode C4.5 untuk Klasifikasi Mahasiswa Berpotensi Drop Out ]]>
<![CDATA[Nasrullah, Asmaul Husnah]]>
<![CDATA[ ILKOM Jurnal Ilmiah Vol 10, No 2 (2018) ]]>
Publisher : <![CDATA[Program Studi Teknik Informatika Fakultas Ilmu Komputer Univeristas Muslim Indonesia ]]>
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<![CDATA[The quality of education in universities can be seen from the high level of student success and the low failure of students. One indicator of student failure is the case of Drop Out (stop study). The problem of Drop Out becomes something interesting to study, because this can affect the quality of education. Faculty of Economics UNISAN Gorontalo is a favorite Faculty in UNISAN Gorontalo so it has a number of students of approximately 1000 students until 2017. But the ratio of the number of graduate students and not pass unbalanced. So as to produce the number of students Drop Out approximately 200 students per year. To solve the problem, we proposed a new model by utilizing a C4.5 computation method, in order to produce a pattern based on the results of the correct classification in determining the potential Drop Out students. The results obtained from the application of method C4.5 in this research is the discovery of 17 rules that can be used as a pattern to determine the potential students Drop Out.]]>
<![CDATA[ANALISA CLUSTERING PHISING DENGAN K-MEANS DALAM MENINGKATKAN KEAMANAN KOMPUTER ]]>
<![CDATA[Rustam, Suhardi]]>
<![CDATA[ ILKOM Jurnal Ilmiah Vol 10, No 2 (2018) ]]>
Publisher : <![CDATA[Program Studi Teknik Informatika Fakultas Ilmu Komputer Univeristas Muslim Indonesia ]]>
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<![CDATA[Almost the crime in cyber is a condition of criminal activity using computers or computer networks as tools and also as a target. Fraud in academic websites the most at risk. The action of Phishing is on the rise. Recorded globally, the number of fraudulent mode phishing 42% of the mode in addition to phishing which is stated in the website Anti-Phishing Working Group (APWG) in its monthly report, noting there 12.845 e-mail new and unique as well as 2.560 a fake site that is used as a means of phishing, in Addition to increase the quantity, the quality of the attacks is also increasing, the need for the work done by the network administrator in improving surveillance in monitoring activity on the network, in the action of data theft will perform the action of manipulating someone with the appearance of a particular web site. In this study a set of datasets will be clustering using k-means, K-Means algorithm will classify the dataset, resulted in the identification of phishing that is accurate and certifiable. With the results of this research iteration=10, the K-Fold=2 the of the Bouldin Davis index = 0.119.]]>
<![CDATA[MEMBANGUN WEB CRAWLER BERBASIS WEB SERVICE UNTUK DATA CRAWLING PADA WEBSITE GOOGLE PLAY STORE ]]>
<![CDATA[Ilmawan, Lutfi Budi]]>
<![CDATA[ ILKOM Jurnal Ilmiah Vol 10, No 2 (2018) ]]>
Publisher : <![CDATA[Program Studi Teknik Informatika Fakultas Ilmu Komputer Univeristas Muslim Indonesia ]]>
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<![CDATA[At this time, Google Play Store is not providing API that can be used for accessing datas from applications on itâs application store. With that plenty applicationâs data, it could be used to make it a good research object, specially on data mining field. In this research, the system that is built is the system that can retrieve that applicationsâ data. For multiplatformâs purpose, web services are used for being an interface between client and server. Finally, the built system is working as expected. The system can retrive data from Google Play Store and it is suitable from requirements of data analysis stage. It can also integrated with REST web service to provide multiplatform access.]]>
<![CDATA[IMPLEMENTASI AUGMENTED REALITY PADA MUSEUM BATARA GURU KOMPLEKS ISTANA LANGKANAE LUWU ]]>
<![CDATA[Laswi, Aishiyah Saputri]]>;
<![CDATA[A, Andryanto]]>
<![CDATA[ ILKOM Jurnal Ilmiah Vol 10, No 2 (2018) ]]>
Publisher : <![CDATA[Program Studi Teknik Informatika Fakultas Ilmu Komputer Univeristas Muslim Indonesia ]]>
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<![CDATA[Museum Batara Guru is one of tourist attractions in the city of Palopo. the palace environment is rarely open to the public , lack of information, not optimal communication, and lack of promotion about the history of Palopo city led to the lack of tourist visits to this place. In this research, Augmented Reality (AR) as a computer-based tour guide is developed.AR development is done by modeling the object with 3D model with Unity device and marker recognition using Vuforia device. These AR applications also tested include marker and distance testing. Based on this test results obtained where the image object (heirloom) as a marker can work well. Testing based on shooting marker at a distance of 0.5 to 2 meters. Likewise with the angle of the slope, the marker can be recognized quickly if there is no change in angle when shooting, the greater the angle of the slope the more difficult to recognize the marker.]]>
<![CDATA[PERANCANGAN SISTEM INFORMASI PENJUALAN BERBASIS E-COMMERCE STUDI KASUS TOKO KUN JAKARTA ]]>
<![CDATA[Handayani, Sutri]]>
<![CDATA[ ILKOM Jurnal Ilmiah Vol 10, No 2 (2018) ]]>
Publisher : <![CDATA[Program Studi Teknik Informatika Fakultas Ilmu Komputer Univeristas Muslim Indonesia ]]>
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<![CDATA[Information technology is very influential for the progress of a business. Various ways are done to promote the business owned, one of them by using ecommerce website. E-commerce is a buying and selling activity conducted online through the website or website. In KUN Toko case study case, the problem that often faced is the promotion media using only banners, the sale is still limited to offline, data storage and printing report is still in the form of records in the form of archives. The purpose of the research is to provide solutions to solve existing problems by designing an ecommerce-based sales information system. The results and conclusions of this research is ecommerce-based sales website can be used as a media campaign, simplify the process of selling done online, and can simplify the data processing and printing reports that no longer require recording in the form of archives.]]>
<![CDATA[SISTEM INFORMASI GEOGRAFIS PEMETAAN TITIK RAWAN KECELAKAAN DAERAH SUMATERA BARAT BERBASIS WEB ]]>
<![CDATA[Saputra, Heru]]>;
<![CDATA[Stephane, Ilfa]]>;
<![CDATA[Karfindo, Karfindo]]>;
<![CDATA[Jelita, Silis]]>
<![CDATA[ ILKOM Jurnal Ilmiah Vol 10, No 2 (2018) ]]>
Publisher : <![CDATA[Program Studi Teknik Informatika Fakultas Ilmu Komputer Univeristas Muslim Indonesia ]]>
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DOI: 10.33096/ilkom.v10i2.312.225-231
<![CDATA[Geographic Information System (GIS) is a system designed to work with spatially-referenced data or geographic coordinates. According to data owned by Traffic Directorate of West Sumatra Police, the number of accident-prone areas in West Sumatra is 48 points. This leads to the need for a Geographic Information System of accident-prone areas in West Sumatra based on the web to describe the map of vulnerable area locations along with the information needed. Geographic Information System Application of Web-Based Accident Complex, with programming languages (JavaScript and PHP), MySQL as database and Google Maps API. The result of this research is the creation of a web-based GIS application that can present information about the location of accident-prone areas in West Sumatra in detail and can be accessed easily be used people.]]>
