cover
Article Per Year (5 Year)
All
Home Page
OAI Link
Editorial Team
Contact
Reviewer
Google Scholar
Contact Name
Ramdan Satra
Contact Email
Ramdan Satra
Phone
-
Journal Mail Official
ramdan@umi.ac.id
Editorial Address
-
Location
Kota makassar,
Sulawesi selatan
INDONESIA
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
 40   41   42   43   44 
Performa Klasifikasi K-NN dan Cross Validation pada Data Pasien Pengidap Penyakit Jantung Huzain Azis; Purnawansyah Purnawansyah; Farniwati Fattah; Inggrianti Pratiwi Putri
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.v12i2.507.81-86

Abstract

Globally, the number one cause of death each year is cardiovascular disease. Cardiovascular disease is a disease caused by impaired function of the heart and blood vessels, such as coronary heart disease, heart failure or heart failure, hypertension and stroke. The purpose of this study was to measure the performance of accuracy, precision, recall and f-measure of the K-NN and Crossvalidation methods on a dataset of cardiovascular patients. The dataset used was 1000 records consisting of 11 attributes (age, gender, height, etc.) cardiovascular and non cardiovascular patient data, the dataset was obtained from the UCI Machine Learning Repository managed by the Hungarian Institute of Cardiology Budapest: Andras Janosi, MD, University Hospital, Zurich, Switzerland. The steps taken are: dividing the simulation ratio of the dataset to 20:80, 50:50 and 80:20, applying crossvalidation (k-fold = 10) and classification using the K-NN method (k = 2 to K = 900). The research results from the simulation of the dataset ratio 50:50 obtained an accuracy value of 82%, 82% precision, 82% recall and 80% f-measure at a value of K = 13, then the research results from the simulation of the dataset ratio 20:80 obtained an accuracy value of 87%, 87% precision, 97% recall and 92% f-measure at the value of K = 3, and the results of research from the simulation of the dataset ratio 80:20 obtained an accuracy value of 91%, 92% precision, 60% recall and 72% f-measure at the value K = 5.
SISTEM PENDUKUNG KEPUTUSAN PEMILIHAN PESERTA KAPAL PEMUDA NUSANTARA DENGAN MENGGUNAKAN METODE WEIGHTED PRODUCT (WP) Amiruddin Bengnga; Noprin Pakaya
ILKOM Jurnal Ilmiah Vol 9, No 3 (2017)
Publisher : Prodi Teknik Informatika FIK Universitas Muslim Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33096/ilkom.v9i3.170.331-337

Abstract

Pemilihan peserta Kapal Pemuda Nusantara merupakan program Kementerian Pemuda dan Olahraga yang mana proses pemilihannya diberikan hak kepada setiap Provinsi untuk memilih pemuda terbaik di daerah masing-masing, sebanyak 5 orang yang terdiri dari (2 putra, 2 putri) dan 1 orang calon peserta (1 putra atau 1 putri). Proses penyeleksian pemilihan peserta Kapal Pemuda Nusantaramasih terdapat masalah yang dihadapi, diantaranyasulitnya memilih peserta  yang tepat dan berkualitaskarena banyaknya peserta yang ikut seleksidan banyaknya kriteria yang digunakan serta masih adanya unsur penilaian secara subyektif sehingga membutuhkan ketelitian dalam pengambilan keputusan. Tujuan dari penelitian ini adalah membangun sebuah aplikasi sistem pendukung keputusan dengan menggunakan metodeWeighted Product.Berdasarkan hasil penelitian aplikasi yang sudah dibangun dapat membantu pihak pengambil keputusan dalam menentukan alternatif terbaik peserta Kapal Pemuda Nusantarauntuk kategori Laki-Laki dengan nilai tertinggi 0,22327 dan untuk kategori Perempuan dengan nilai tertinggi 0,21771dan proses pemilihannya menjadi lebih obyektif.
Design-build of photovoltaic panel data logger pressure Maryantho Masarrang; Sari Dewi; Aidynal Mustari; Yusnaini Arifin; Rizana Fauzi
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.v13i2.692.86-91

Abstract

The scarcity of fossil fuel sources and the growing energy demand has resulted in more intensively searching for alternative energy. One alternative energy source that is suitable for the equatorial region is solar energy. One of the technologies for utilizing solar energy that has begun to be widely used in Indonesia is the photovoltaic (PV) system. The output of PV is highly dependent on environmental conditions, especially the intensity of the sun and temperature. In addition to these two factors, shading (shadows) and soiling (dust) also affects the PV output. So, this must be observed at all times by monitoring the voltage and current as the PV output. This study aims to design a PV panel instrumentation structure based on a data logger. PV output data in the form of voltage and current and environmental conditions such as ambient temperature and solar intensity were recorded in real-time. The measurement results from the data logger will be compared with manual measurements. PV output data, output voltage and current, as well as sunlight intensity were compared with measurements using an avometer. Temperature data will be compared with thermocouple measurements. PV in this study will be connected to a 1kOhm load resistor. The results of the data logger and manual measurements indicated an insignificant difference. The manual measurement was conducted every hour, from 09.00 – 16.00. The maximum differences for voltage, PV output current, pyranometer voltage, and ambient temperature are 0.89 V, 0.0007 A, 0.00014 V, and 0.25oC, respectively.
PERANCANGAN SISTEM INFORMASI PENJUALAN BERBASIS E-COMMERCE STUDI KASUS TOKO KUN JAKARTA Sutri Handayani
ILKOM Jurnal Ilmiah Vol 10, No 2 (2018)
Publisher : Teknik Informatika Fakultas Ilmu Komputer Univeristas Muslim Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33096/ilkom.v10i2.310.182-189

Abstract

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.
Application of usability testing for analyzing the quality of 'Keluarga' pharmacy system in Pekanbaru M. Khairul Anam; muhammad Fuad; Helda Yenni; Syarifah Eiva Fatda; Hadi Asnal; Hamdani Hamdani
ILKOM Jurnal Ilmiah Vol 13, No 3 (2021)
Publisher : Prodi Teknik Informatika FIK Universitas Muslim Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33096/ilkom.v13i3.870.244-251

Abstract

Family Pharmacy is a line of business that sells medicines in the city of Pekanbaru. Drug sales at these pharmacies are carried out offline by directly coming to the pharmacy and online through the Family Pharmacy application which can be downloaded via the google play store. However, the facilities offered by the Family Pharmacy application have not been able to provide user satisfaction, so that it has not fulfilled the initial goal of making the application, namely being able to increase drug sales and obtain a high level of satisfaction. Therefore, the author took the opportunity to conduct research in order to determine the quality of the application using the usability testing method. The analysis of the Family Pharmacy application aims to find out the shortcomings of the application that has been built, both in terms of learnability, efficiency, memorability, error, and satisfaction. The results obtained that the family pharmacy application has good quality according to users with 72.5% learnability, 74.2% efficiency, 74.4% memorability, 70.1% errors, and 71.4% satisfaction. However, the weakness of the Family Pharmacy application is that the majority of Family Pharmacy customers do not know about the Family Pharmacy application.
Klasifikasi Citra Plasmodium Penyebab Penyakit Malaria dalam Sel Darah Merah Manusia dengan Menggunakan Metode Multi Class Support Vector Machine (SVM) Nur Ain Banyal; Surianti Surianti; Abdul Rachman Dayat
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.v8i2.54.111-118

Abstract

Malaria adalah penyakit kronis dan akut yang disebabkan oleh protozoa dari jenis Plasmodium. Ada 4 spesies yang utama dari jenis plasmodium yang menyebabkan penyakit malaria pada manusia, yaitu: Plasmodium falciparum, Plasmodium vivax, Plasmodium malariae dan Plasmodium ovale. Yang paling berbahaya dari spesies ini adalah Plasmodium falciparum karena akibatnya bisa fatal dan spesies ini juga yang paling banyak menyebabkan kematian. Penelitian ini bertujuan untuk membuat sistem klasifikasi stadium penyakit malaria berdasarkan citra Plasmodium Falciparum. Penelitian ini dilakukan di Puskesmas Perawatan Koya Barat Distrik Muara Tami Kota Jayapura Propinsi Papua dan daerah ini merupakan daerah endemik malaria. Ekstrasi ciri Plasmodium Falciparum menggunakan metode Filter Gabor dan Multi Class SVM dengan menggunakan metode “one-angaints-all” untuk klasifikasi stadium dari penyakit malaria. Hasil penelitian menunjukkan akurasi terbaik adalah 73,33 % dengan 120 citra data latih dan 30 citra data uji berdasarkan parameter dari filter gabor  yaitu: N=8, =25°, =0, b=1, ϒ=0,5.
ANALISIS PERBANDINGAN DETECTION TRAFFIC ANOMALY DENGAN METODE NAIVE BAYES DAN SUPPORT VECTOR MACHINE (SVM) Imam Riadi; Rusydi Umar; Fadhilah Dhinur Aini
ILKOM Jurnal Ilmiah Vol 11, No 1 (2019)
Publisher : Teknik Informatika Fakultas Ilmu Komputer Univeristas Muslim Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33096/ilkom.v11i1.361.17-24

Abstract

Intrusion Detection System (IDS) is a software or hardware that can be used to detect any abnormal activity in the network. Situations often arise from various network access in the form of information or data that can cause problems. Detection is a system for detecting activities that are disturbing data access in information. IDS has two methods of doing detection, namely Rule Based (Signature Based) and Behavior-Based. Anomaly traffic can detect an increase in the number of user access and at any time there will be an attack from another party on the network. This study uses 2 algorithm methods are Naïve Bayes and Support Vector Machine (SVM). Naïve Bayes results through the Distributions and Radviz graph data samples have a probability value of 0.1 and the highest probability value is 0.8. Support Vector Machine (SVM) produces a graph that has greater accuracy.
SISTEM PAKAR UNTUK MENDIAGNOSA PENYAKIT KULIT PADA KUCING MENGGUNAKAN CERTAINTY FACTOR Nia Kurniati; Yessy Yanitasari; Dhieka Avrilia Lantana; Inna Sabily Karima; Erliyan Redy Susanto
ILKOM Jurnal Ilmiah Vol 9, No 1 (2017)
Publisher : Teknik Informatika Fakultas Ilmu Komputer Univeristas Muslim Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33096/ilkom.v9i1.107.34-41

Abstract

Kucing merupakan hewan yang mudah beradaptasi dan dapat menjadi teman baik bagi manusia. Kecerobohan pemilik dalam menjaga dan merawat kucing dapat mengakibatkan kematian bagi kucing. Salah satu penyakit yang sering dijumpai adalah penyakit kulit pada kucing. Pemahaman masyarakat akan penyakit kulit pada kucing masih rendah. Sehingga masih banyak masyarakat yang masih mengandalkan keahlian dari pakar secara manual. Selain itu, biaya untuk pengobatan ke dokter hewan sangatlah mahal dan keberadaan dokter hewan masih sangat sedikit. Kesalahan pemberian obat dapat memperparah kondisi kucing. Solusi dari permasalahan tersebut dapat di bangun melalui sistem pakar Sistem pakar merupakan sistem penalaran yang dapat menentukan jenis penyakit seperti halnya dokter. Penelitian ini menggunakan pendekatan Certainty Factor yaitu pendekatan ketidakpastian. Hasil penelitian menunjukkan tingkat kebenaran, keakuratan dari kemungkinan penyakit kulit pada kucing.
Sistem Informasi Program Kreativitas Mahasiswa berbasis Web Service dan Microservice Poetri Lestari Lokapitasari Belluano; Purnawansyah Purnawansyah; Benny Leonard Enrico Panggabean; Herman Herman
ILKOM Jurnal Ilmiah Vol 12, No 1 (2020)
Publisher : Teknik Informatika Fakultas Ilmu Komputer Univeristas Muslim Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33096/ilkom.v12i1.492.8-16

Abstract

The information system is faced with a significant development, it needs to have not only the policy changes but also the features as an effort update, according to necessity both internal and external business rule systems. This research aims to form a microservice infrastructure for updating changes in flow of business process to the development of information systems. This Research methods come under both field studies and literature to the subject matter related with the development of Information Systems in managing data of program kreativitas mahasiswa (PKM), Web services and Microservice Architecture. The design is using Prototype model to represent graphically the workflow of the system Model which is using the Unified Modeling Language (UML) tool, Managing the Data Base Management System (DBMS) application using GORM, Go Validator as a data validation tool, and Gorilla Mux as the REST rooter. The application runs by utilizing the Advanced Message Queuing protocol. In conclusion, the implementation of webservice-based university internal information system development with microservice architecture for PKM is reporting activities in where the relationship between units in data transactions (publish, send automatically) is carried out with a duration of time 0,00 / sec.
RANCANG BANGUN SISTEM UNTUK MENENTUKAN TIM YANG BERMAIN DALAM PERTANDINGAN FUTSAL MENGGUNAKAN METODE REKURSIF Suherman Herman; Iksal Iksal
ILKOM Jurnal Ilmiah Vol 9, No 3 (2017)
Publisher : Prodi Teknik Informatika FIK Universitas Muslim Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33096/ilkom.v9i3.153.262-267

Abstract

Setiap dalam pertandingan futsal yang akan diselenggarakan, Panitia pertandingan sulit menentukan tim yang akan bermain secara objektif dengan menggunakan metode yang dapat digunakan untuk menentukan tim bermain secara cepat dan objektif. Dalam penentuan tim bermain futsal menjadi masalah panitia disetiap pertandingan, ketepatan panitia dalam menentukan tim bermain merupakan tuntunan setiap pemain yang akan bermain terlebih dahulu. Pada penelitian ini akan menghasilkan aplikasi untuk menentukan tim bermain secara cepat dan objektif dengan menggunakan metode rekursif sebagai metode dalam melakukan proses kemungkinan-kemungkinan tim bermain yang akan bertanding. Kemudian dengan proses random kemungkinan-kemungkinan yang muncul dari proses rekursif akan dipilih satu kemungkinan dari sekian banyak kemungkinan untuk menghasilkan tim bermain secara objektif. Dengan dukungan aplikasi ini panitia akan dapat menyelesaikan permasalahan dalam  penentuan tim bermain futsal, yaitu secara cepat dan objektif.

Page 42 of 58 | Total Record : 580

 40   41   42   43   44 

Filter by Year

2016 2025


Reset
Filter By Issues
All Issue Vol 17, No 3 (2025) Vol 16, No 3 (2024) Vol 16, No 2 (2024) Vol 16, No 1 (2024) Vol 15, No 3 (2023) Vol 15, No 2 (2023) Vol 15, No 1 (2023) Vol 14, No 3 (2022) Vol 14, No 2 (2022) Vol 14, No 1 (2022) Vol 13, No 3 (2021) Vol 13, No 2 (2021) Vol 13, No 1 (2021) Vol 12, No 3 (2020) Vol 12, No 2 (2020) Vol 12, No 1 (2020) Vol 11, No 3 (2019) Vol 11, No 2 (2019) Vol 11, No 1 (2019) Vol 11, No 1 (2019) Vol 10, No 3 (2018) Vol 10, No 3 (2018) Vol 10, No 2 (2018) Vol 10, No 2 (2018) Vol 10, No 1 (2018) Vol 10, No 1 (2018) Vol 9, No 3 (2017) Vol 9, No 3 (2017) Vol 9, No 2 (2017) Vol 9, No 2 (2017) Vol 9, No 1 (2017) Vol 9, No 1 (2017) Vol 8, No 3 (2016) Vol 8, No 3 (2016) Vol 8, No 2 (2016) Vol 8, No 2 (2016) Vol 8, No 1 (2016) Vol 8, No 1 (2016) More Issue