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Kampus Selatan Gedung Aula M. A. Jangka Fakultas Ilmu Komputer Universitas Almuslim Bireuen - Aceh. Jl. Al-Muslim, Peusangan, Kabupaten Bireuen, Aceh 24261.
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Jurnal Ilmu Komputer Aceh
Published by Universitas Almuslim
ISSN : -     EISSN : 29867797     DOI : -
Core Subject :
Jurnal Ilmu Komputer Aceh (ILKA) merupakan jurnal berbasis OJS 3 yang dikelola oleh program studi Informatika Fakultas Ilmu Komputer Universitas Almuslim Bireuen - Aceh dengan e-ISSN 2986-7797 (online). Artikel yang diterbitkan pada jurnal ini merupakan hasil penelitian dosen dan mahasiswa di bidang ilmu komputer. Jurnal ILKA menerbitkan tiga volume setiap tahun, pada bulan Fabruari, Juni dan Oktober tiap tahunnya. Setiap jurnal yang diterbitkan melalui proses double-blind review dalam proses review suatu artikel yang akan disajikan di mana suatu artikel di nilai oleh reviewer yang tidak mengetahui identitas penulis. Jurnal ILKA yaitu memuat artikel dalam bentuk hasil penelitian, dan artikel konseptual yang mencakup bidang ilmu komputer, antara lain: Sistem Informasi, Informatika, Artificial Intelligence, Jaringan Komputer, Data Science, Rekayasa Perangkat Lunak, Internet of Thing, Teknik Komputer dan Multimedia
Arjuna Subject : -
Articles 53 Documents
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Aplikasi Pencacatan SPP Siswa Berbasis QR CODE dengan Metode Model, View, Controller (MVC) Mora Silfia; Dedy Armiady; Sriwinar Sriwinar
Jurnal Ilmu Komputer Aceh Vol 3 No 3 (2026): Jurnal Ilmu Komputer Aceh
Publisher : Fakultas Ilmu Komputer Universitas Almuslim

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.67712/ilka.v3i3.23

Abstract

In today's digital era, the implementation of information technology in education has become essential, particularly in managing administrative processes such as tuition payments (SPP). Manual recording of SPP payments often leads to various issues, including delays, risk of data entry errors, and lack of transparency. This study aims to design and develop a student SPP recording application based on QR Code using the Model-View-Controller (MVC) method as a solution to improve efficiency, accuracy, and security in the payment system. The application was developed using the CodeIgniter 3 framework and PHP programming language. QR Code technology is utilized to accelerate student data identification during each transaction. The MVC architecture provides a structured system by separating application logic, interface display, and data control. This research applies the Waterfall development method, including requirements analysis, system design, implementation, testing, and maintenance. The results indicate that the application successfully addresses existing problems by accelerating payment processes, minimizing recording errors, and enhancing user convenience and satisfaction for both school administrators and parents. This system is expected to serve as a modern solution for more efficient, transparent, and accountable school tuition management
Deteksi Anomali Menggunakan Local Outlier Factor (LOF) pada Kerusakan Sensor Suhu Air Conditioner (AC) Rouzatul Jannah
Jurnal Ilmu Komputer Aceh Vol 3 No 3 (2026): Jurnal Ilmu Komputer Aceh
Publisher : Fakultas Ilmu Komputer Universitas Almuslim

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.67712/ilka.v3i3.25

Abstract

The temperature sensor in an air conditioning (AC) system plays a key role in maintaining performance and efficiency when the cooling function is activated. However, this sensor can sometimes fail or experience problems, leading to inaccurate temperature readings and, consequently, improper system operation. Therefore, having an early detection mechanism is very important to identify potential issues. This study attempts to apply the Local Outlier Factor (LOF) algorithm to improve anomaly detection capabilities in AC temperature sensor data. LOF is a density-based method that identifies data points with density significantly different from their neighbors. The dataset used in this study consists of temperature readings collected from AC sensors over a specific period. The process includes data preprocessing, LOF score calculation, and evaluation using metrics such as accuracy, precision, recall, and F1-score. The results show that LOF can detect anomalies with fairly high accuracy, making it a promising solution for automatic AC monitoring systems, allowing faulty sensors to be detected without the need for manual inspection.
Implementasi Sistem Pengaduan Masyarakat Berbasis Web pada Desa Cot Keuranji Fatin Zuhra
Jurnal Ilmu Komputer Aceh Vol 3 No 3 (2026): Jurnal Ilmu Komputer Aceh
Publisher : Fakultas Ilmu Komputer Universitas Almuslim

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.67712/ilka.v3i3.58

Abstract

[IMPLEMENTATION OF A WEB-BASED PUBLIC COMPLAINT SYSTEM IN COT KEURANJI VILLAGE] This study discusses the implementation of a web-based public complaints system in Cot Keuranji Village as an effort to improve the quality of public services and the effectiveness of communication between the village government and the community. Currently, the manual complaint mechanism has resulted in delays in handling complaints and a lack of information transparency. The web-based complaint system is designed to facilitate the community in submitting complaints, aspirations, and reports quickly, easily, and in a structured manner. The system development method uses a waterfall approach, encompassing the stages of needs analysis, design, implementation, and testing. Implementation results indicate that this system can accelerate the complaint process, improve data accuracy, and provide more transparent access for both the community and management. Thus, the web-based public complaints system can be an innovative solution for realizing more effective, participatory, and accountable village governance.
Protype Gerbang Semi Otomatis Berbasis Mikrokontroler Menggunakan ESP32: Implementasi Sistem Otomatisasi dengan Kontrol Jarak Jauh Nurhasanah Nurhasanah
Jurnal Ilmu Komputer Aceh Vol 3 No 3 (2026): Jurnal Ilmu Komputer Aceh
Publisher : Fakultas Ilmu Komputer Universitas Almuslim

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

ABSTRACTPrototype Gerbang Semi Otomatis Berbasis Mikrokontroler Menggunakan ESP32] The advancement of automation technology has encouraged the emergence of more practical and efficient security systems, including for gate control. This study aims to design and develop a semi-automatic gate prototype using an ESP32 microcontroller and Arduino Nano, which can be operated via the HTTP Shortcuts application on a mobile device. The system utilizes a Wi-Fi network to transmit open and close commands wirelessly. The ESP32 serves as the primary controller that receives HTTP-based commands and relays them to the Arduino Nano through serial communication. The Arduino Nano then drives the servo motor acting as the gate actuator. This research was carried out through a series of stages, including literature review, hardware and software design, prototype assembly, and system testing. Test results indicate that the system successfully responded to open and close commands with a 90% success rate, and serial communication between the ESP32 and Arduino Nano operated stably throughout the trials. This prototype demonstrates that integrating the ESP32 microcontroller with the HTTP Shortcuts application presents a practical, efficient, and user-friendly solution for semi-automatic gate control systems
Pengolahan Citra untuk Identifikasi Tanaman Selada Menggunakan Metode Random Forest ulviana ilyas
Jurnal Ilmu Komputer Aceh Vol 3 No 3 (2026): Jurnal Ilmu Komputer Aceh
Publisher : Fakultas Ilmu Komputer Universitas Almuslim

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.67712/ilka.v3i3.65

Abstract

This study aims to develop a classification system for determining the quality of curly lettuce leaves into two categories: suitable for consumption and not suitable for consumption, using the Random Forest method. The advancement of digital image processing technology enables the identification of plant quality to be carried out automatically and more efficiently compared to manual methods. The dataset used consists of lettuce leaf images processed through several stages, including image preprocessing, feature extraction, and classification. In the feature extraction stage, color features in the HSV color space and texture features using the Gray Level Co-occurrence Matrix (GLCM) method are applied. These features are then used as input for the classification process using the Random Forest algorithm. The test results show that the developed model achieves good performance with an accuracy of 91%, precision of 91.8%, recall of 90%, and F1-score of 90.9%. This indicates that the system is capable of classifying lettuce leaf quality with a high level of accuracy. Therefore, the developed system can assist in automatically identifying the quality of lettuce leaves and can serve as an alternative solution to support technology-based agriculture.
Aplikasi Pengaduan Kerusakan Jalan Berdasarkan Lokasi Berbasis Web Mobile Alfazil Mukarram
Jurnal Ilmu Komputer Aceh Vol 3 No 3 (2026): Jurnal Ilmu Komputer Aceh
Publisher : Fakultas Ilmu Komputer Universitas Almuslim

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.67712/ilka.v3i3.67

Abstract

The rapid development of information technology has significantly influenced public service systems, particularly in infrastructure management. Road damage remains a recurring issue that affects mobility, safety, and economic activities in many regions. Conventional reporting mechanisms are often inefficient, unstructured, and lack proper documentation, leading to delays in handling complaints. This study aims to design and implement a web mobile-based road damage reporting application integrated with location-based services. The system enables users to submit reports by including geographic coordinates, photos, and descriptions of road damage. The development process adopts a systematic approach, including system analysis, design using UML, implementation, and functional testing using Black Box Testing. The results indicate that all system features operate effectively, including user registration, report submission, data management by officers, and administrative control. The application successfully provides a structured and accessible reporting platform while supporting spatial visualization through digital maps. This system contributes to improving the efficiency and transparency of public service processes, especially in handling infrastructure complaints, and supports data-driven decision-making for local governments.
Desain Website Penjualan Grosir dengan Optimasi Random Captcha dan Google Oauth dermawan
Jurnal Ilmu Komputer Aceh Vol 3 No 3 (2026): Jurnal Ilmu Komputer Aceh
Publisher : Fakultas Ilmu Komputer Universitas Almuslim

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

[Design and Development of a Wholesale Sales Website with Random CAPTCHA Optimization and Google OAuth Integration] The development of information technology, especially the internet, has significantly impacted business activities, including the trade sector. Berkah Dua Saudara Wholesale Store still uses conventional sales and promotion methods, resulting in limited marketing reach and inefficient transaction processes, particularly for customers located far from the store. In addition, the lack of adequate security systems poses risks of unauthorized access. This study aims to design and develop a web-based wholesale sales information system capable of managing online transactions and promotions. The system implements Random CAPTCHA to prevent bot attacks and Google OAuth as a secure and efficient authentication method. The research method includes literature study, system design, implementation, and testing using Black Box Testing. The results show that the system improves transaction efficiency, expands marketing reach, and enhances system security.
Pengembangan Wireless Sensor Network untuk Monitoring Kelembapan Tanah pada Kebun Kelapa Sawit Syifa Shuhaila; Imam Muslem; Dasril Azmi
Jurnal Ilmu Komputer Aceh Vol 3 No 3 (2026): Jurnal Ilmu Komputer Aceh
Publisher : Fakultas Ilmu Komputer Universitas Almuslim

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Abstract

Oil palm is one of Indonesia's most strategic plantation commodities, with soil moisture being a critical factor determining plant productivity. Conventional monitoring methods that rely on manual inspection are inefficient, time-consuming, and unable to provide continuous real-time data across wide plantation areas. This study presents the development of a Wireless Sensor Network (WSN) system for real-time soil moisture monitoring in oil palm plantations using the ESP32 microcontroller and capacitive soil moisture sensors. The system employs the MQTT communication protocol to transmit sensor data from three distributed measurement nodes to a cloud-based dashboard accessible via web browser and mobile application. System testing was conducted over a period of seven days on a 2-hectare oil palm plantation, covering sensor accuracy tests, wireless communication range tests, and response time evaluations. Comparative testing between sensor readings and a calibrated reference soil moisture meter showed a mean absolute error (MAE) of 2.73%, which is within acceptable tolerance for agricultural monitoring applications. The wireless transmission success rate reached 98.4% within a range of up to 50 meters, and average system response time was recorded at 1.42 seconds. The results demonstrate that the developed WSN system is technically reliable, practically deployable, and cost-effective for continuous soil moisture monitoring in oil palm plantation environments.
Implementasi toon shader pada karakter film animasi “misteri kunci yang hilang” Anisa Zukhra
Jurnal Ilmu Komputer Aceh Vol 3 No 3 (2026): Jurnal Ilmu Komputer Aceh
Publisher : Fakultas Ilmu Komputer Universitas Almuslim

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

The rapid development of 3D animation technology has created newopportunities for animators to produce stylized visual outputs that combinetechnical efficiency with distinct artistic aesthetics. This study investigatesthe implementation of the toon shader technique on 3D animated film characters to generate visual outputs that closely resemble traditional 2D animation. The toon shader, a method under Non-Photorealistic Rendering(NPR), simplifies surface lighting by quantizing light intensity values intodiscrete flat color bands and adding contour outlines to object boundaries. The research was conducted using Blender 3.6, leveraging its node-basedmaterial system to construct a custom toon shader pipeline applied tocharacters developed for the animated short film Misteri Kunci yang Hilang. The methodology encompasses character modeling, UV unwrapping, shadernode configuration, outline generation via the Freestyle rendering engine, and scene lighting calibration. Evaluation was performed using qualitativevisual assessment and a structured questionnaire distributed to 30 respondents across animation expertise levels, measuring dimensions ofvisual appeal, stylistic clarity, character expressiveness, and renderingefficiency. Results indicate that the implemented toon shader successfullyreplicates 2D visual characteristics on 3D geometry with a mean respondentsatisfaction score of 4.31 out of 5.00 (86.2%). The technique was found toreduce texture complexity while maintaining high artistic quality, demonstrating its viability for resource-efficient animated film production in academic and professional contexts.
Sistem Pendukung Keputusan Pembelian Kamera Mengunakan Metode Multi Attribute Utility Theory Muhammad Alfarizi
Jurnal Ilmu Komputer Aceh Vol 3 No 3 (2026): Jurnal Ilmu Komputer Aceh
Publisher : Fakultas Ilmu Komputer Universitas Almuslim

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.67712/ilka.v3i3.90

Abstract

Pemilihan kamera, khususnya jenis DSLR, sering kali menjadi tantangan bagi calon pembeli karena banyaknya kriteria yang harus dipertimbangkan seperti harga, resolusi, dan fitur lainnya. Penelitian ini bertujuan untuk membangun Sistem Pendukung Keputusan (SPK) yang membantu pengguna menentukan pilihan kamera yang paling sesuai dengan preferensi mereka menggunakan metode Multi Attribute Utility Theory (MAUT). Metode MAUT dipilih karena mampu mengonversi berbagai atribut dengan skala berbeda menjadi nilai utilitas tunggal (0-1) untuk perankingan yang objektif. Sistem dikembangkan berbasis web menggunakan bahasa pemrograman PHP dan database MySQL. Hasil penelitian menunjukkan bahwa sistem ini dapat memberikan rekomendasi kamera yang terukur berdasarkan perhitungan bobot kriteria yang telah ditentukan, sehingga meningkatkan efisiensi dan akurasi dalam proses pengambilan keputusan pembelian.

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