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INDONESIA
Jurnal Sistem Komputer (SISKOM)
Published by STMIK Indonesia Banda Aceh
ISSN : 27753115     EISSN : 30477565     DOI : https://doi.org/10.35870/siskom
Core Subject : Science, Engineering,
Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management
Welcome to Jurnal Sistem Komputer (SISKOM)! Jurnal Sistem Komputer (SISKOM) s a scholarly journal affiliated with the Computer System Study Program at STMIK Indonesia Banda Aceh. This journal serves as a platform for academic articles focusing on various aspects of computer systems. Its scope involves various aspects, such as: System Architecture and Design, Software Engineering, Networking and Communication Systems, Data Management and Information Systems, Artificial Intelligence and Machine Learning, and Cybersecurity and Privacy.
Arjuna Subject : Ilmu Komputer (semua kategori) - Perangkat Keras dan Arsitektur
Articles 69 Documents
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Transformasi Digital Akuntansi UMKM Kuliner melalui Cloud Accounting di Kecamatan Oebobo Rivany Fabiola Nahak Abrantes; Maria Goreti Malut; Adiutrix Maria Irayanti Seran
Jurnal Sistem Komputer (SISKOM) Vol. 6 No. 2 (2026): Mei
Publisher : Lembaga Penelitian dan Pengabdian Kepada Masyarakat (LPPM) STMIK Indonesia Banda Aceh

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.63447/siskom.v6i2.1881

Abstract

This study aims to analyze the readiness level of culinary Micro, Small, and Medium Enterprises in Oebobo District, Kupang City, to adopt Cloud Accounting as part of digital accounting transformation. This study employed a descriptive qualitative approach, with data collected through observation, in-depth interviews, and documentation involving 13 culinary MSMEs. The analysis was based on four main indicators: technology, human resources, finance, and environment. The findings show that MSMEs’ readiness in terms of technology and finance is relatively adequate, as indicated by the use of digital devices, cashier applications, QRIS, and the ability to finance certain digital systems. However, the human resources and environmental aspects still need to be strengthened due to low digital accounting literacy, uneven understanding of Cloud Accounting, the perception of cost as an additional burden, and limited socialization and assistance from the government or related institutions. This study concludes that the adoption of Cloud Accounting among culinary MSMEs requires continuous training, user-friendly systems, affordable costs, and a stronger digital ecosystem.
Penggunaan Metode Cash Flow Monitoring Pada Sistem Informasi Pemantauan dan Evaluasi Dana PKK Di Desa Tempel Jaya Ayulia Indah Utami; Samsudin; Adnan Buyung Nasution
Jurnal Sistem Komputer (SISKOM) Vol. 6 No. 2 (2026): Mei
Publisher : Lembaga Penelitian dan Pengabdian Kepada Masyarakat (LPPM) STMIK Indonesia Banda Aceh

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.63447/siskom.v6i2.1885

Abstract

The manual management of PKK activity funds in Tempel Jaya Village leads to reporting delays, lack of transparency, and difficulty in real-time cash flow evaluation. This study aims to develop a web-based information system for monitoring and evaluating PKK activity funds using the cash flow monitoring method. The research method used is Research and Development (R&D) with the Prototyping model, including stages of problem identification, data collection, product design, validation, revision, black-box testing, and trial use. The result is a PHP and MySQL-based information system capable of recording income and expenditure transactions, providing a real-time dashboard with cash flow trend graphs, and generating financial reports (cash flow, balance position, transaction recap) in PDF/Excel formats. The application of the cash flow monitoring method successfully calculates net cash flow, closing balance, and fund efficiency ratio based on the 2025 PKK budget data with a total budget of more than Rp142 million. In conclusion, this system improves transparency, accountability, and efficiency of PKK fund management. Future development suggestions include integration with mobile applications and automatic notification features.
Evolusi Teknologi Komprehensif Jaringan Komunikasi Nirkabel Pada Sistem 4G Menuju 7G Yonoriadi Yonoriadi; Dhira Yatha Bimatha Dharmavid; Rizaldi Akbar
Jurnal Sistem Komputer (SISKOM) Vol. 6 No. 2 (2026): Mei
Publisher : Lembaga Penelitian dan Pengabdian Kepada Masyarakat (LPPM) STMIK Indonesia Banda Aceh

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.63447/siskom.v6i2.1888

Abstract

The evolution of wireless communication networks from 4G to 7G reflects significant transformations in architecture, capacity, and system adaptability to modern digital demands. 4G LTE provides stable mobile broadband with speeds up to 100 Mbps and moderate latency, supporting video streaming, voice communication, data transfer, and reliable digital services. The transition to 5G introduces substantial increases in network capacity, ultra-low latency, and the ability to connect thousands of devices simultaneously through mmWave technology, massive MIMO, and network slicing, enabling real-time applications, autonomous vehicles, and large-scale IoT deployment. 6G emphasizes adaptive networks leveraging artificial intelligence, edge computing, and terahertz communication, projecting speeds up to 1 Tbps with latency below 0.1 ms, alongside improved energy efficiency and security. The 7G concept integrates terrestrial, satellite, and quantum communication networks, utilizing AI and machine learning for automated spectrum management and latency optimization, supporting global services, smart cities, industrial automation, and remote healthcare. This study highlights the need for aligned infrastructure, security, and regulatory strategies to ensure future networks operate efficiently, reliably, and responsively to continuously growing user demands.
Implementasi Certainty Factor Dalam Sistem Pakar Untuk Akurasi Diagnosa Penyakit Ikan Lele Cici Nurmalayuni; Samsudin
Jurnal Sistem Komputer (SISKOM) Vol. 6 No. 3 (2026): Agustus
Publisher : Lembaga Penelitian dan Pengabdian Kepada Masyarakat (LPPM) STMIK Indonesia Banda Aceh

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.63447/siskom.v6i3.1952

Abstract

Diseases in catfish are a major cause of reduced productivity in aquaculture and economic losses for fish farmers. The process of disease identification is often suboptimal due to the farmers' limited knowledge in recognizing symptoms, which risks delayed treatment and increased fish mortality. This study aims to develop a web-based expert system as an aid for the early identification of diseases in catfish by implementing the Certainty Factor (CF) method. The system is designed to facilitate quicker, systematic, and measurable diagnosis. The advantage of this research lies in the integration of expert knowledge with the CF method, producing diagnoses accompanied by confidence levels to support more objective decision-making. The system development follows the Waterfall model, encompassing needs analysis, design, implementation, and testing. The knowledge base includes seven types of catfish diseases and their symptoms. System testing was conducted through diagnostic scenarios, comparing the system's results with expert diagnoses. Results indicate that the system can identify diseases and calculate the confidence level of diagnoses. The disease Enteric Septicemia of Catfish (ESC) received the highest CF value of 0.982 (98.2%), while Motile Aeromonad Septicemia (MAS) scored 0.745 (74.5%). This study contributes a web-based diagnostic system that supports quick and structured identification, aiding farmers in timely disease management.
Perancangan Blueprint Arsitektur Perusahaan Layanan LKP ITEC Mataram Menggunakan Kerangka Zachman dan ITIL V4 Khairul Akbar; Husain; Muhammad Wisnu Alfiansyah; Andi Sofyan Anas; Khairan Marzuki
Jurnal Sistem Komputer (SISKOM) Vol. 6 No. 3 (2026): Agustus
Publisher : Lembaga Penelitian dan Pengabdian Kepada Masyarakat (LPPM) STMIK Indonesia Banda Aceh

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.63447/siskom.v6i3.1968

Abstract

The ITEC Mataram Training and Course Institution (LKP) currently faces challenges in conventional administrative governance and the absence of an integrated Learning Management System (LMS) platform. This situation results in suboptimal service quality and operational efficiency. This study aims to design an Enterprise Architecture (EA) as a blueprint for the digital transformation of services at LKP ITEC Mataram. The approach used is a mixed-methods design with a Concurrent Triangulation Strategy. The evaluation of existing governance is measured using the ITSM Maturity Model based on ITIL v4, which is statistically validated using SmartPLS. The mixed methods approach with the Concurrent Triangulation Strategy is chosen to combine qualitative mapping of organizational architecture and quantitative validation of service maturity levels simultaneously. The measurement results indicate a service maturity index (As-Is) of 3.313, leaving a gap of 1.687 towards the target Level 5 (Optimizing). This gap is bridged through system design using the 6x6 Zachman Framework matrix synergized with ITIL v4. The output of the research includes an architectural blueprint and user interface (UI) design for the Learning Management System (LMS). The practical implementation of this blueprint provides a structured guide for institutions in digitizing administrative processes, eliminating redundancy in manual work, and creating standardized and measurable IT service governance.
Evaluasi Manajemen Layanan Teknologi Informasi Berdsarkan ISO/IEC 20000-1 dengan Rekomendasi Perbaikan Berbasis ITIL V4 pada Instansi Pemerintah Ade Aprilia Haliza; Husain; Muhammad Wisnu Alfiansyah; Andi Sofyan Anas; Kurniadin Abdul Latif
Jurnal Sistem Komputer (SISKOM) Vol. 6 No. 3 (2026): Agustus
Publisher : Lembaga Penelitian dan Pengabdian Kepada Masyarakat (LPPM) STMIK Indonesia Banda Aceh

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.63447/siskom.v6i3.1969

Abstract

The rapid development of information technology compels government institutions to provide services that are effective, responsive, and compliant with established standards. However, information technology service management still encounters challenges in service documentation, incident management, operational procedures, as well as service monitoring and evaluation. This study aims to evaluate the conformity of information technology service management based on ISO/IEC 20000-1 as the evaluation standard, and to develop improvement recommendations based on the Information Technology Infrastructure Library (ITIL) V4 to address the identified gaps. A mixed methods approach was employed through observation, interviews, documentation, and questionnaire distribution. The evaluation was conducted by comparing existing service management practices with the requirements of ISO/IEC 20000-1, followed by gap analysis and maturity level assessment. The results indicate that the organization has not yet fully complied with several ISO/IEC 20000-1 requirements, particularly in the areas of Service Management System documentation, operational control, IT asset management, service performance evaluation, and continual improvement. The average maturity level was 2.5 (between Level 2 – Managed and Level 3 – Defined), indicating that service processes have been implemented but are not yet consistently documented and standardized. The ITIL V4-based recommendations developed in this study are expected to serve as a practical reference for improving information technology service management, making it more structured, well-documented, and aligned with the requirements of ISO/IEC 20000-1.
Evaluasi Tata Kelola Teknologi Informasi pada Bank PT BPR NTB Persero dengan Menggunakan COBIT 5 dan ISO/IEC 27001 Gina Mahligai Putri; Khairan Marzuki; Andi Sofyan Anas; Ondi Asroni; Wisnu Alfiansyah
Jurnal Sistem Komputer (SISKOM) Vol. 6 No. 3 (2026): Agustus
Publisher : Lembaga Penelitian dan Pengabdian Kepada Masyarakat (LPPM) STMIK Indonesia Banda Aceh

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.63447/siskom.v6i3.1973

Abstract

The advancement of Information Technology (IT) has driven the use of cloud-based core banking systems as the primary infrastructure in banking operations. PT Bank BPR NTB Perseroda's reliance on this system necessitates IT governance that ensures service availability, system reliability, and information security. Observations and interviews reveal issues such as cloud service network disruptions, power supply interruptions, and potential cybersecurity threats impacting the timeliness of credit processes and customer transactions. This study aims to evaluate the effectiveness of IT governance using COBIT 5 and identify the implementation of information security controls based on ISO/IEC 27001:2022. The COBIT 5 domains utilized include EDM01, APO12, DSS01, and MEA03, while the ISO/IEC 27001:2022 controls encompass A.5.1, A.5.23, and A.5.30. A mixed methods approach was employed through interviews, observations, document studies, and questionnaires involving 32 respondents. Data analysis was conducted using the Process Assessment Model (PAM) of COBIT 5. The results indicate average capability levels ranging from 3.30 to 3.38, suggesting that governance processes have been implemented but that risk management and operational monitoring require enhancement. This study concludes that the integration of COBIT 5 and ISO/IEC 27001:2022 provides a comprehensive evaluation of governance and information security.
Implementasi Rational Unified Process dalam Perancangan Aplikasi Inventory Management Berbasis Web pada Astro Detailing Mobil Jose Nasio; Hariyanto Wibowo
Jurnal Sistem Komputer (SISKOM) Vol. 6 No. 3 (2026): Agustus
Publisher : Lembaga Penelitian dan Pengabdian Kepada Masyarakat (LPPM) STMIK Indonesia Banda Aceh

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.63447/siskom.v6i3.1978

Abstract

Astro Car Detailing is a vehicle maintenance service company that still manages inventory through ledgers and manual recording sheets. This condition poses risks of data loss, recording errors, discrepancies between physical stock and records, as well as delays in report preparation that can take up to three days. This research aims to design and build a web-based Inventory Management application to integrate inventory data management at Astro Car Detailing. The system development method uses the Rational Unified Process (RUP), which consists of the Inception, Elaboration, Construction, and Transition phases. Data is obtained through observation, interviews, and literature studies. The system is built using PHP with the CodeIgniter framework, MySQL database, and Unified Modeling Language (UML) modeling. Functional testing is conducted using Black Box Testing on the login function, category management, items, suppliers, users, incoming goods transactions, outgoing goods transactions, stock reports, and logout. The results show that the application successfully integrates master data and inventory transactions and generates stock information based on data stored in the system. All documented main functional scenarios produce outputs that meet the expected results. The implementation of the system accelerates the report preparation process, which previously took up to three days, allowing it to be presented in real-time, while also facilitating data tracing and reducing reliance on manual recording. The application can be accessed via browsers on computers and mobile devices.
Analisis Dan Prediksi Perilaku Pengguna Website Menggunakan Algoritma Deep Learning Berbasis Web Usage Mining Taufiq Iqbal; Fathurrahmad Fathurrahmad
Jurnal Sistem Komputer (SISKOM) Vol. 6 No. 3 (2026): Agustus
Publisher : Lembaga Penelitian dan Pengabdian Kepada Masyarakat (LPPM) STMIK Indonesia Banda Aceh

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.63447/siskom.v6i3.1981

Abstract

The rapid growth of web technology has led to a significant increase in user interaction data, which can be utilized to better understand user behavior patterns. This study aims to analyze and predict website user behavior using a Deep Learning approach based on Web Usage Mining. The methodology consists of several stages, including user activity log data collection, data preprocessing, pattern extraction, and predictive model development using Deep Learning algorithms. The dataset used in this study includes historical user interaction data such as clicks, session duration, and page navigation paths. The results indicate that the Deep Learning approach is capable of identifying user behavior patterns more accurately compared to conventional methods, while also providing more adaptive predictions in response to dynamic user behavior changes. Furthermore, the developed model can be effectively applied to support recommendation systems and enhance user experience on websites. In conclusion, the integration of Web Usage Mining and Deep Learning proves to be an effective approach for improving the analysis and prediction of website user behavior, contributing significantly to the advancement of artificial intelligence applications in web-based systems.

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