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ILKOM Jurnal Ilmiah
Published by Universitas Muslim Indonesia
ISSN : 20871716     EISSN : 25487779     DOI : -
Core Subject : Science,
Computer Science & IT
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.
Arjuna Subject : -
Articles 580 Documents
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ANALISIS PERBANDINGAN PELACAKAN OBJEK MENGGUNAKAN OPTICAL FLOW DAN BACKGROUND ESTIMATION PADA KAMERA BERGERAK Wahyu Supriyatin
ILKOM Jurnal Ilmiah Vol 11, No 3 (2019)
Publisher : Prodi Teknik Informatika FIK Universitas Muslim Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33096/ilkom.v11i3.452.191-199

Abstract

Object tracking is one of computer vision. Can be developed into various based applications like human computers interface, video compression and security system. Object tracking is used to identified objects within background and identify the number of objects that a cross. Algorithm for this object tracking use optical flow method and background estimation. Testing is carried out using a moving camera placed in a car. It's using parameter values for each Algorithm. The test is used three videos from the Matlab. Simulink Profile Report that optical flow method had Recorded Total Time better than the background estimation with 100 seconds duration. The optical flow Testing method successfully identified the car object. And background testing didn't succeed in identified and to differentiate an object to it’s background. The object test recorded from the distance with a camera, to examined how many the background was and the speed of cars.
PERANCANGAN APLIKASI PEMBLOKIR IKLAN (ADVERTISEMENT) PADA BROWSER YANG BERBASIS ANDROID Surya Mudti Salmat; Harlinda Harlinda; Lilis Nurhayati
ILKOM Jurnal Ilmiah Vol 9, No 2 (2017)
Publisher : Teknik Informatika Fakultas Ilmu Komputer Univeristas Muslim Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33096/ilkom.v9i2.137.181-187

Abstract

Damerau Levenshtain Distance dengan Metode Empiris untuk Koreksi Ejaan Bahasa Indonesia Aji Prasetya Wibawa; Pundhi Yuliawati; Puji Santoso; Ridwan Shalahuddin; I Made Wirawan
ILKOM Jurnal Ilmiah Vol 12, No 3 (2020)
Publisher : Prodi Teknik Informatika FIK Universitas Muslim Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33096/ilkom.v12i3.600.176-182

Abstract

Damerau Levenshtein Distance (DLD) adalah algoritma untuk koreksi kesalahan penulisan. Kesalahan terjadi karena penyisipan, penghapusan, pertukaran, dan penggantian alfabet dalam sebuah kata. Ini mungkin terjadi karena hilangnya spasi di antara dua kata. DLD tidak dapat mengatasi masalah kehilangan spasi. Karenanya, makalah ini bertujuan untuk menggabungkan DLD dengan Metode Empiris untuk memperbaiki kesalahan ini. Alhasil, algoritma kombinasi dapat mengungguli DLD asli dalam memeriksa kesalahan ejaan Teks Bahasa Indonesia dengan akurasi 97%.
PENGEMBANGAN SINGLE PAGE APPLICATION PADA SISTEM INFORMASI AKADEMIK Poetri Lestari Lokapitasari Belluano
ILKOM Jurnal Ilmiah Vol 10, No 1 (2018)
Publisher : Teknik Informatika Fakultas Ilmu Komputer Univeristas Muslim Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33096/ilkom.v10i1.204.38-43

Abstract

Sistem Informasi Akademik (SIAKA) adalah sistem pengelola data sehingga memudahkan pengguna dalam kegiatan administrasi akademik secara online. Single Page Application (SPA) adalah aplikasi web yang sesuai pada satu halaman web dinamis tanpa refresh page. Penelitian bertujuan untuk mengaplikasikan SIAKA sesuai kebutuhan pengguna, bermanfaat, dan mudah digunakan, mengembangkan pengelolaan informasi realtime dan membantu komunikasi data lebih cepat serta menghemat sumber daya perangkat lunak. Metode penelitian meliputi studi lapangan dan kepustakaan sehubungan pembahasan terkait SPA, SIAKA, Forlap, PDPT dan Feeder Dikti. Perancangan sistem informasi menggunakan paradigma Convention Over Configuration. Pengelolaan aplikasi DBMS menggunakan PostgreSQL, dan port TCP-IP sebagai sarana komunikasi data. Hasil penelitian berupa aplikasi Sistem Informasi Akademik (xSIA) yang user friendly dengan tampilan informasi berbentuk teks dan grafik yang sinkron. Serta pengelolaan informasi realtime yang menghemat sumber daya perangkat lunak, karena Client side mengelola sendiri data yang dibutuhkan sesuai permintaan tanpa membebani kinerja server dengan tidak melakukan proses Rendering Data berulang-ulang.
Development of augmented reality application for introducing tangible cultural heritages at the lampung museum using the multimedia development life cycle Imam Ahmad; Yuri Rahmanto; Devin Pratama; Rohmat Indra Borman
ILKOM Jurnal Ilmiah Vol 13, No 2 (2021)
Publisher : Teknik Informatika Fakultas Ilmu Komputer Univeristas Muslim Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33096/ilkom.v13i2.859.187-194

Abstract

Museum Lampung is one of the largest museums in Lampung Province which has a collection of tangible cultural heritage. If the museum visitors are seeking information about the collections, they will be assisted by museum guides orally. However, the limited number of guides are not enough to serve visitors during the school holidays. Therefore, to help visitors to find information about its cultural heritage collection, Augmented Reality (AR) technology was developed. AR is a technology that can display 3D objects in a real environment. The AR application that will be built is developed with the MDLC approach, where this method is suitable for developing multimedia applications. This research produces an application that can display 3D objects when the user's camera is directed to the collections of Museum Lampung and provides information related to these objects. Based on the test results on aspects of perceived usefulness, convenience, intention, and user friendliness, generally respondents answered "Agree" with a percentage of 83%. This indicates that the application is acceptable to the user.
INDOOR POSITIONING SYSTEM BERDASARKAN FINGERPRINTING RECEIVED SIGNAL STRENGTH (RSS) WIFI DENGAN ALGORITMA K-NEAREST NEIGHBOR (K-NN) Dendi Prana Yudha; Billy Ibrahim Hasbi; Royan Habibi Sukarna
ILKOM Jurnal Ilmiah Vol 10, No 3 (2018)
Publisher : Prodi Teknik Informatika FIK Universitas Muslim Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33096/ilkom.v10i3.364.274-283

Abstract

Wireless networks other than communication media can be used to find out the existence of an object. Positioning technology that is commonly used is Global Positioning System (GPS). GPS can receive location information accurately in outdoor, this situation is contradictory in indoor environment, GPS signal is interrupted by signal attenuation caused by building materials and types of physical barriers. This study aims as an alternative solution for indoor positioning using RSS (Received Signal Strength) WiFi. Fingerprinting technique is used to collect RSS data on 5 access points in 3 test locations, RSS data collected is 243 data. This study uses Euclidean Distance and K-Nearest Neighbor (K-NN) method. The accuracy of the system is tested using the 10-Fold Cross Validation method based on the results of the test shows that the system is able to determine the location with an accuracy rate of 96.71%.
Aplikasi Penentuan Jenis Part Of Speech Menggunakan Metode N-Gram dan String Matching Nurzaenab Nurzaenab; Purnawansyah Purnawansyah
ILKOM Jurnal Ilmiah Vol 8, No 2 (2016)
Publisher : Teknik Informatika Fakultas Ilmu Komputer Univeristas Muslim Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33096/ilkom.v8i2.57.132-136

Abstract

Bahasa Inggris merupakan bahasa ibu dalam skala internasional sebagai alat komunikasi antar negara. Bahasa Inggris memiliki aturan baik dalam hal pengucapan dan penulisan disebut Grammar yang membentuk pola-pola. Pola-pola tersebut tersusun oleh setiap kata yang memiliki bentuk-bentuk tersendiri yang disebut Parts Of Speech. Bentuk dalam Parts Of Speech terbagi dalam delapan bentuk yaitu Noun (kata benda), Pronoun (kata ganti), Verb (kata kerja), Adjective (kata sifat), Adverb (kata keterangan), Preposition (kata depan), Conjuction (kata penghubung), Interjection (kata seru). Tingkat ingatan manusia tentu berbeda-beda. Ingatan untuk membedakan kata-kata dan pembentukan pola kalimat dalam part of speech. Setiap kata akan ditentukan jenis part of speech-nya, tergantung dari inputan user. Sedangkan pola kalimat akan di tentukan sesuai inputan user berdasarkan part of speech-nya. Perancangan dilakukan menggunakan metode uni-gram dan String Matching (Knuth Morris Pratt).
Analysis of User Satisfaction Level of Information System Library Using PIECES Framework Indrawati Indrawati; Poetri Lestari Lokapitasari Belluano; Harlinda Harlinda; Fatima A.R Tuasamu; Dirgahayu Lantara
ILKOM Jurnal Ilmiah Vol 11, No 2 (2019)
Publisher : Teknik Informatika Fakultas Ilmu Komputer Univeristas Muslim Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33096/ilkom.v11i2.398.118-128

Abstract

The use of information systems requires special management and management, so this system is commonly referred to as a management information system. In it there are various activities ranging from system planning, maintenance, to measuring performance. In running a library information system, software and hardware are needed as well as humans as operators. The above components must be activities that are interconnected so that the library can run smoothly. To determine whether the components of the information system are running well, it requires an evaluation process.The purpose of this study is to measure the level of satisfaction of system users and to determine the strengths and weaknesses of the system in the use of library information systems. The method used is the analytical method PIECES Framework, which consists of several points of analysis, namely: Performance, Information and Data, Economics, Control and Security, Efficiency, and Service. Where each analysis point is a reference for evaluation and analysis of information systems.The results of this study are web applications that are able to analyze the level of user satisfaction with the library information system using the PIECES Framework analysis method and equipped with a satisfaction level reporting chart of the system measured in the 2018 period
PENERAPAN PERBANDINGAN METODE AHP-TOPSIS DAN ANP-TOPSIS MENGUKUR KINERJA SUMBER DAYA MANUSIA DI GORONTALO Moh Ramdhan Arif Kaluku; Nikmasari Pakaya
ILKOM Jurnal Ilmiah Vol 9, No 2 (2017)
Publisher : Teknik Informatika Fakultas Ilmu Komputer Univeristas Muslim Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33096/ilkom.v9i2.121.124-131

Abstract

Kinerja merupakan faktor kunci sebuah instansi pemerintahan untuk mengelola SDM. Kinerja SDM pada instansi menunjukkan ukuran kualitas pekerjaan dan digunakan sebagai ukuran untuk mengamati tingkat kinerja. Kinerja yang kurang akan berdampak pada kualitas perkerjaan yang akan dilakukan, terutama pada pelayanan kepada masyarakat. Penelitian ini bertujuan untuk membandingkan hasil yang diperoleh menggunakan metode Analytical Hierarchy Process (AHP)- Technique for Order Preference by Similarity to an Ideal Solution (TOPSIS) dengan Analytic Network Process (ANP) TOPSIS dalam pengambilan keputusan untuk mencari nilai yang tertinggi. Pada penelitian ini, metode AHP dan ANP digunakan untuk mencari bobot dari masing-masing kriteria menggunakan parameter dari nilai yang dimasukan untuk memperoleh bobot prioritas, yang nantinya akan digunakan dalam perhitungan TOPSIS. Hasil penelitian menunjukkan bahwa perbandingan kedua metode memiliki perbedaan dalam menghitung kinerja dari SDM di Gorontalo. Dari penelitian diperoleh nilai kinerja tertinggi dengan menggunakan metode AHP-TOPSIS adalah 0,6549 sedangkan nilai tertinggi dengan menggunakan metode ANP-TOPSIS adalah 0,5906. 
Algoritma K-Nearest Neighbor dengan Euclidean Distance dan Manhattan Distance untuk Klasifikasi Transportasi Bus Rozzi Kesuma Dinata; Hafizal Akbar; Novia Hasdyna
ILKOM Jurnal Ilmiah Vol 12, No 2 (2020)
Publisher : Teknik Informatika Fakultas Ilmu Komputer Univeristas Muslim Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33096/ilkom.v12i2.539.104-111

Abstract

K-Nearest Neighbor is a data mining algorithm that can be used to classify data. K-Nearest Neighbor works based on the closest distance. This research using the Euclidean and Manhattan distances to calculate the distance of Lhokseumawe-Medan bus transportation. Data that used in this research was obtained from the Organisasi Angkutan Darat Kota Lhokseumawe. The results of the test with k = 3 has obtained the percentage of 44.94% for Precision, 37.06% Recall, and 81.96% Accuracy for the performance of K-NN with Euclidean Distance. Whereas by using Manhattan Distance the result obtained was 45.49% for Precision, 36.39% Recall, and 84.00% Accuracy. The result shown that Manhattan Distance obtained the highest accuracy, with the difference of 2.04% higher than Euclidean Distance. It indicates that Manhattan Distance is more accurate than Euclidean Distance to classify the bus transportation.

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