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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580 Documents
<![CDATA[ANALISIS DEKOMPOSISI WAVELET PADA PENGENALAN POLA LURIK DENGAN METODE LEARNING VECTOR QUANTIZATION ]]>
<![CDATA[Bambang Robi'in]]>
<![CDATA[ ILKOM Jurnal Ilmiah Vol 9, No 2 (2017) ]]>
Publisher : <![CDATA[Teknik Informatika Fakultas Ilmu Komputer Univeristas Muslim Indonesia ]]>
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DOI: 10.33096/ilkom.v9i2.133.153-160
<![CDATA[Indonesia merupakan negara yang terdiri dari banyak suku dan adat istiadat. Keragaman budaya di Indonesia juga dapat dilihat dari kerajinan tenun seperti songket dari daerah sumatra, ulos dari daerah batak, dan kain lurik dari daerah jawa tengah. Kain lurik dibuat dengan motif bergaris-garis atau kotak-kotak tetapi memiliki pola yang bermacam-macam dan sulit dibedakan antara satu pola dengan yang lainnya. Dalam penelitian ini, pengenalan pola dilakukan dengan membangun jaringan syaraf tiruan dengan metode Learning Vector Quantization (LVQ). Proses dekomposisi yang digunakan untuk ekstraksi ciri suatu citra ini digunakan metode Discrete Wavelet Transform (DWT). Hasil penelitian menunjukan bahwa Jaringan syaraf tiruan untuk Pengenalan pola menggunakan metode LVQ dan wavelet haar, wavelet daubechies, wavelet symlet, dan wavelet coiflet menghasilkan sebuah jaringan syaraf tiruan yang memiliki kinerja berbeda-beda. Hasil terbaik dari kinerja jaringan ini diperoleh kinerja terbaik dengan akurasi sebesar 80% pada JST yang menggunakan metode dekomposisi wavelet haar.]]>
<![CDATA[Anti-WebShell PHP Backdoor Scanner pada Linux Server ]]>
<![CDATA[Christian Ronaldo Sopaheluwakan]]>;
<![CDATA[Dian Widiyanto Chandra]]>
<![CDATA[ ILKOM Jurnal Ilmiah Vol 12, No 2 (2020) ]]>
Publisher : <![CDATA[Teknik Informatika Fakultas Ilmu Komputer Univeristas Muslim Indonesia ]]>
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DOI: 10.33096/ilkom.v12i2.596.143-153
<![CDATA[Backdoor or commonly also known as web shell is one of the malicious software that hackers use to maintain access systems that they have entered. Relatively few programs like Anti Web-Shell, PHP Backdoor Scanner circulating on the Internet, and can be obtained free of charge to deal with the issues above. But most of these programs have no actual database of signature behavior to deal with PHP backdoor / Shell nowadays. Then comes the contemporary Anti Web-Shell program that can deal with today's backdoor shell. This study uses an experimental method concerning previous similar studies and is implemented directly into the world of cyber security professional industries. By enriching the Regex dictionary signature and String Array Matching the actualized Anti Web-Shell program can detect more backdoor than similar programs that have existed in the past. The results of this study are in the form of a web application software in PHP extension. The application can minimize 100% of false positives and is twice as fast in scanning files because it is more specific in heuristic analysis scan.]]>
<![CDATA[APLIKASI VIRTUAL IKLAN PERUMAHAN DENGAN SISTEMAUGMENTED REALITY ]]>
<![CDATA[Raden Wirawan]]>
<![CDATA[ ILKOM Jurnal Ilmiah Vol 10, No 1 (2018) ]]>
Publisher : <![CDATA[Teknik Informatika Fakultas Ilmu Komputer Univeristas Muslim Indonesia ]]>
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DOI: 10.33096/ilkom.v10i1.203.11-16
<![CDATA[Rumah merupakan kebutuhan manusia dan dapat dijadikan aset bisnis sehingga bisnis perumahan berkembang dengan pesat. Saat ini iklan perumahan biasanya melalui media cetak maupun promosi secara langsung yang kebanyakan dalam bentuk dua Dimensi (2D). Augmented Reality (AR) adalah suatu lingkungan yang memasukkan objek virtual 3D ke dalam lingkungan nyata. Dengan adanya program Augmented Reality sistem marketing perumahan dapat mempromosikan rumah dalam bentuk tiga dimensi (3D) dan membawa maket perumahan dalam bentuk 3D dimana objek rumah dapat di zoom in , zoom out, rotasi secara vertical, rotasi secara horizontal dan terdapat denah untuk tiap rumah serta informasi mengenai rumah tersebut. Melalui aplikasi Augmented Reality ini penulis berharap dapat memberi pengetahuan lebih kepada pembaca dan bisa membantu para pelaku bisnis properti pada umumnya, khususnya para sales dalam mempromosikan rumah dalam bentuk virtual 3D. Hasil penelitian ini menunjukkan bahwa penerapan teknologi Augmented Reality dapat diaplikasikan pada brosur perumahan dan dapat menarik perhatian pelanggan karena lebih mudah dalam memberikan informasi mengenai model rumah yang ditawarkan pada brosur perumahan.]]>
<![CDATA[Enterprise architecture design using TOGAF at foundation of triputra persada horizon education ]]>
<![CDATA[Arif Budimansyah Purba]]>;
<![CDATA[Ahmad Mubarok]]>;
<![CDATA[Jajang Mulyana]]>
<![CDATA[ ILKOM Jurnal Ilmiah Vol 13, No 2 (2021) ]]>
Publisher : <![CDATA[Teknik Informatika Fakultas Ilmu Komputer Univeristas Muslim Indonesia ]]>
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DOI: 10.33096/ilkom.v13i2.847.155-162
<![CDATA[The use of information technology in the field of education is currently a top priority for managing academic and supporting activities. Tri Putra Persada Horizon Education Foundation which manages two high schools, namely the College of Health Sciences and the College of Information and Computer Management should face a challenge to align business strategy with information technology, and how to integrate all the parts involved in the business and represent it in an information system. To find out the business strategy and governance of information technology used at the Tri Putra Persada Horizon Education Foundation, an Enterprises Architecture Framework is needed, one of which is TOGAF ADM. The Enterprises Architecture design contained in TOGAF ADM includes a vision architecture that defines the vision of the company or agency, a mapped business architecture in the form of value chain analysis, an information system architecture in which there is a data architecture and application architecture and the last is technology architecture. This research produced an enterprise architecture design blueprint consisting of artifacts, in the form of catalogues, matrices, and diagrams based on the phases of TOGAF ADM. The result of the Enterprise Architecture design was an integrated information system recommendation and the technology architecture. The design is expected to be a reference in improving the quality of business and is expected to make it easier to achieve the business goals of the Tri Putra Persada Horizon Education Foundation.]]>
<![CDATA[Penerapan Metode C4.5 untuk Klasifikasi Mahasiswa Berpotensi Drop Out ]]>
<![CDATA[Asmaul Husnah Nasrullah]]>
<![CDATA[ ILKOM Jurnal Ilmiah Vol 10, No 2 (2018) ]]>
Publisher : <![CDATA[Teknik Informatika Fakultas Ilmu Komputer Univeristas Muslim Indonesia ]]>
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DOI: 10.33096/ilkom.v10i2.300.244-250
<![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[Image processing analysis to determine fajr time using the imagej application ]]>
<![CDATA[Arif Septianto]]>;
<![CDATA[Rosalina Rosalina]]>;
<![CDATA[Harry Ramza]]>
<![CDATA[ ILKOM Jurnal Ilmiah Vol 13, No 3 (2021) ]]>
Publisher : <![CDATA[Prodi Teknik Informatika FIK Universitas Muslim Indonesia ]]>
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DOI: 10.33096/ilkom.v13i3.954.300-306
<![CDATA[The issue of determining the time of prayer is very fundamental because it is one of the pillars so that the worship of a Muslim is accepted. The government has set a standard for carrying out the dawn prayer, namely by determining the degree of appearance of the dawn of shodiq at -20 degrees. This study aims to compare the initial determination of the government's dawn time using different sensors, namely drones as image sensors, drones were chosen because they have several advantages. The resulting data is in the form of photos and then the photo data is processed using digital image processing software, namely imagej. The data from imagej processing are in the form of mean and standard deviation, all data are then recapitulated using Microsoft excel and plotted so as to form data which is then carried out by a polynomial approach to determine the cutoff point as an early indicator of the entry of dawn. The method used in this study is using a qualitative analysis method with a polynomial 5 approach. The conclusion obtained in this study is that the government's dawn time is 21 minutes faster, the standard used in this study is a DIP of -13.95 degrees and unlike the 2D SQM. 3D drone data results in more accurate data analysis and is not easy to manipulate because it can be verified with photo data.]]>
<![CDATA[SISTEM PENENTUAN RUTE PENDISTRIBUSIAN PRODUK AIR MINERAL MENGGUNAKAN ALGORITMA ANT COLONY SYSTEM ]]>
<![CDATA[Deny Wiria Nugraha]]>;
<![CDATA[Albrecht Yordanus Erwin Dodu]]>;
<![CDATA[Stevi Septiana]]>
<![CDATA[ ILKOM Jurnal Ilmiah Vol 11, No 2 (2019) ]]>
Publisher : <![CDATA[Teknik Informatika Fakultas Ilmu Komputer Univeristas Muslim Indonesia ]]>
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DOI: 10.33096/ilkom.v11i2.418.86-94
<![CDATA[The problem of determining distribution routes can be categorized as Traveling Salesman Problem (TSP). TSP is a search for a sequence of locations where a salesman travels from the initial location to a list of locations which must be passed. Each location can only be visited once and ends at the initial location of departure. This study aims to resolve the problem of determining the distribution route for mineral water products at PT. Anugerah Wina Sentosa by implementing the Ant Colony System (ACS) algorithm to conduct route searches. The ACS algorithm is an algorithm adopted from the behavior of ants to determine the shortest route from the nest to the food source. Based on the research, the results of the ACS algorithm show that the greater the case to be resolved will affect the system execution time but still can produce the best distance route. The success of this algorithm is influenced by the determination of the value of the ACS parameter, namely β, qo, q, α, ð™, the number of ants and the number of ant cycles determined by analyzing the TSP case to be resolved.]]>
<![CDATA[REALTIME DATABASE SENSOR MENGGUNAKAN ARDUINO UNO UNTUK KEPERLUAN SISTEM INFORMASI ]]>
<![CDATA[Muhammad Akbar]]>
<![CDATA[ ILKOM Jurnal Ilmiah Vol 9, No 1 (2017) ]]>
Publisher : <![CDATA[Teknik Informatika Fakultas Ilmu Komputer Univeristas Muslim Indonesia ]]>
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DOI: 10.33096/ilkom.v9i1.115.91-95
<![CDATA[Penelitian ini fokus kepada bagaimana membangun sebuah sistem sensor yang selanjutnya akan secara otomatis tersimpan pada database menggunakan mikrokontroller arduino uno dan ethernet shield, penyimpanan selanjutnya akan bersifat realtime. Tujuan dari penelitian ini yakni adalah tersedianya sebuah sistem sensor yang dapat secara realtime menyimpan data pada database. Setelah tersimpan ke dalam database, maka akan memudahkan programmer dalam merancang sistem informasi yang bersifat multiplatform. Hasil dari penelitian adalah tersimpannya data masukan dari sensor-sensor (LDR) ke dalam database dengan menggunakan mikrokontroller arduino uno secara realtime. Kesimpulan yang dapat ditarik dari penelitian ini adalah setiap sensor(LDR) yang digunakan mampu menyimpan data-data berupa data digital pada database secara realtime. Adapun saran untuk penelitian selanjutnya yakni memperhatikan posisi sensor apabila menggunakan sensor cahaya, agar kiranya ditempatkan pada posisi terbaik untuk menerima sumber cahaya]]>
<![CDATA[Penentuan Prioritas Kesejahteraan Keluarga Menggunakan Metode the Extended Promethee II ]]>
<![CDATA[Masna Wati]]>;
<![CDATA[Ferry Miechel Lubis]]>;
<![CDATA[Andi Tejawati]]>
<![CDATA[ ILKOM Jurnal Ilmiah Vol 12, No 1 (2020) ]]>
Publisher : <![CDATA[Teknik Informatika Fakultas Ilmu Komputer Univeristas Muslim Indonesia ]]>
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DOI: 10.33096/ilkom.v12i1.528.71-80
<![CDATA[Indonesia is a developing country in which poverty is one of the problems faced by each province. The government continues to strive to overcome this problem of poverty to be able to create conditions for a prosperous society. The government's efforts to poverty alleviation are by providing some assistance programs. Therefore, it is necessary to build a decision support system that is useful to help the government to make a decision. This decision support system applies the EXPROM II (The Extended Promethee II) method with the weight of objective criteria. There are 15 criteria used based on SUSENAS data from the Statistics Indonesia of East Kalimantan Province. This research resulted in a decision support system that can give priority order of the level of family welfare so that it can be considered or referred by the local government or related agencies in distributing assistance to the society.]]>
<![CDATA[ANALISA STRATEGI PENGEMBANGAN E-TOURISM SEBAGAI PROMOSI PARIWISATA DI PULAU LOMBOK ]]>
<![CDATA[Pahrul Irfan]]>;
<![CDATA[Apriani Apriani]]>
<![CDATA[ ILKOM Jurnal Ilmiah Vol 9, No 3 (2017) ]]>
Publisher : <![CDATA[Prodi Teknik Informatika FIK Universitas Muslim Indonesia ]]>
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DOI: 10.33096/ilkom.v9i3.164.325-330
<![CDATA[Sektor pariwisata merupakan salah satu sektor yang memiliki potensi yang besar untuk meningkatkan pendapatan negara dan daerah. Untuk itu diperlukan upaya dalam pengembangan pariwisata di Indonesia. Salah satu program dari pemerintah untuk meningkatkan jumlah wisatawan adalah dengan memprioritaskan pembangunan pariwisata di 10 lokasi yang salah satunya adalah Pariwisata Pulau Lombok. Selain dengan pembangunan daerah pariwisata, hal lain yang dapat dilakukan untuk menaikkan jumlah wisata adalah dengan pemanfaatan teknologi informasi sebagai media promosi melalui e-tourism. Tujuan dari penelitian ini adalah untuk melihat dan menganalisa perkembangan e-tourism yang ada di Pulau Lombok sebagai salah satu cara mempromosikan pariwisata di Pulau Lombok. Teknik analisis yang digunakan pada penelitian ini adalah teknik analisis SWOT dengan melihat faktor internal (kekuatan dan kelemahan) dan faktor eksternal (peluang dan ancaman) yang berkaitan pada perngembangan e-tourism di Pulau Lombok. Hasil dari penelitian ini dapat digunakan oleh pemerintah ataupun pihak terkait dalam menentukan arah pengembangan pariwisata di Pulau Lombok.]]>
