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Efri Syamsul Bahri
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efri.sb@sebi.ac.id
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Journal of Innovation and Computer Science
Published by Yayasan Mitra Peduli Indonesia
ISSN : -     EISSN : 30891388     DOI : 10.57053/jics
Core Subject : Science,
Computer Science & IT
Journal of Innovation and Computer Science (JICS) is academic, online, open access, and peer-reviewed. It aims to publish original, theoretical, and practical in Computer Science. JICS aims to provide cutting-edge research and practice in computer science. It provides an international publication platform to boost the scientific and academic publication of research in the field. Submissions concerning any theoretical or practical implementation of algorithm design, methods, and development are invited. The subject of articles contributed may cover, but is not limited to: Computer Organization & Architecture Computer Networks & Wireless Communication Embedded System Mobile Computing Internet of Things (IoT) Technology Cloud Computing Smart System Information Technology (IT) Automation Network Security Cryptography Computer Security Parallel and Distributed System Robotic Intelligence Machine Learning
Arjuna Subject : Ilmu Komputer (semua kategori) - Ilmu Komputer (Lain-Lain)
Articles 10 Documents
 1 
Information Technology Infrastructure Library Framework Implementation Using Machine Learning Method Muhammad Romadhona Kusuma; Muchamad Bachram Shidiq; Agung Sudrajat
Journal of Innovation and Computer Science Vol. 1 No. 1 (2024): Journal of Innovation and Computer Science
Publisher : Yayasan Mitra Peduli Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.57053/jics.v1i1.52

Abstract

A business company must be able to adapt to the rapid development of information technology. An organization's success depends on its users' ability and desire to use technology in business activities. If a company can provide technology but fails to achieve the expected results, this can be caused by less than optimal use of technology. This study aims to discuss the importance of ITIL implementation in maintaining and constantly monitoring technology in running business processes in the company. In addition, implementation evaluation can be assessed by looking at performance in handling IT problems based on historical data on the ticketing system application. It can be analyzed using machine learning methods to obtain the best analysis results for evaluation and input for future improvement of PT Wansya Indotama Jaya.
Inventory Information System at PT. Jaya Tegar Sejahtera Uses the FIFO Method in the Production Process Tria Hadi Kusmanto
Journal of Innovation and Computer Science Vol. 1 No. 1 (2024): Journal of Innovation and Computer Science
Publisher : Yayasan Mitra Peduli Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.57053/jics.v1i1.53

Abstract

Action research focuses on product identification and management to collect data on available commodity inventory, also called inventory systems. The author's focus in this context is on PT. Jaya Tegar Sejahtera at this time. The greater the complexity of data management related to stock availability, including shortages, excess stock, and stock level variations, the more goods PT. Jaya Tegar Sejahtera has in stock. Realizing that the business is growing and more data needs to be processed, PT. Jaya Tegar Sejahtera requires a software application to conduct inventory. Therefore, PT. Jaya Tegar Sejahtera needs an inventory information system to help with all inventory management tasks and determine the amount of inventory needed to meet all client requests. The study aims to create an inventory information system that follows the First In, First Out (FIFO) method to overcome existing problems using MySQL and PHP. The results of this study indicate that this inventory information system can make it easier for the sales department to request goods, allow companies to check directly into the warehouse to find stock information and help users work more productively and effectively in inventory management.
Web-Based Management Information System for Pesantren Muhammadiyah Dewi Estri Jayanti Harahap; Mohammad Khoyyinudin Imamudiroyah
Journal of Innovation and Computer Science Vol. 1 No. 1 (2024): Journal of Innovation and Computer Science
Publisher : Yayasan Mitra Peduli Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.57053/jics.v1i1.54

Abstract

The Pesantren Muhammadiyah Development Institute (LP2M) is in charge of data management, licensing, and management of Pesantren Muhammadiyah, but it still manually processes Islamic boarding school databases. This often causes several problems, including time, process, and reporting. Data changes are relatively long, and the level of accuracy could be higher. One of the database management systems considered the most relevant is implementing a web-based management information system for Pesantren Muhammadiyah. The implementation of this website-based management information system can be accessed easily, quickly, and accurately. This implementation uses the development Life Cycle (SDLC) development methodology or the Waterfall model. The Waterfall method helps input Islamic boarding school data and makes it easier to register or change it quickly, efficiently, and accurately. PHP as a scripting language, Xampp web server, and MySql as a database are the tools needed to design this application. The results of this study were successfully presented with 85% usability. They provided convenience for LP2M in processing and managing the Pesantren Muhammadiyah database accurately, quickly, and precisely, making it easier to provide services and make decisions or improve data effectively and efficiently.
Implementation of the Forward Chaining Method in a Web-Based Human Skin Disease Diagnosis Expert System Alqomari Cahyo; Mohammad Khoyyinudin Imamudiroyah; Bisma Wahyu Cakra
Journal of Innovation and Computer Science Vol. 1 No. 1 (2024): Journal of Innovation and Computer Science
Publisher : Yayasan Mitra Peduli Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.57053/jics.v1i1.55

Abstract

Expert systems can be used as a tool to help diagnose early, including skin diseases, which often occur in tropical climates. Indonesia is one of the countries with a very high popularity of the spread of this skin disease. A technology-based media is needed to handle the problem of more public knowledge in diagnosing skin diseases early, quickly, and accurately. This study aims to implement forward chaining in an expert system for diagnosing skin diseases. The forward chaining method is used to carry out inference control. The Rapid Application Development (RAD) method is used as a methodology for developing an expert system, which consists of several stages, namely starting with the process of determining the objectives and scope of each aspect, making a prototype, collecting input from users, and testing and implementing the output produced. The results of this study are in the form of applications that the community can use to help diagnose early types of diseases and their treatments.
The Role of E-Commerce Technology for Entrepreneurial Success Reni Marlina; Efri Syamsul Bahri
Journal of Innovation and Computer Science Vol. 1 No. 1 (2024): Journal of Innovation and Computer Science
Publisher : Yayasan Mitra Peduli Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.57053/jics.v1i1.60

Abstract

E-commerce has become essential for entrepreneurs to expand market access, increase operational efficiency, and reduce business costs. This study aims to analyze the role of e-commerce technology in increasing the success of entrepreneurs through a qualitative approach and literature study. The results of this study indicate that the role of e-commerce technology includes facilitating product innovation, personalizing services, and collecting more effective customer data. E-commerce technology also contributes to business competitiveness at the global level. In addition, the success of e-commerce adoption by entrepreneurs is determined by the readiness of digital competence and support from the government and various parties, including training and incentives. Entrepreneurs must optimize e-commerce technology to create added value and achieve sustainable business growth.
PHP-Based SIMPORA Application Testing Using the Blackbox Method Firdaus, Mohamad
Journal of Innovation and Computer Science Vol. 1 No. 2 (2025): Journal of Innovation and Computer Science
Publisher : Yayasan Mitra Peduli Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.57053/jics.v1i2.93

Abstract

his study aims to test the reliability and functionality of the PHP-based SIMPORA (Project and Budget Monitoring Information System) application using the blackbox testing method. This method was chosen because it focuses on validating the application's functions without directly examining the source code, allowing for performance evaluation from the end-user's perspective. The testing process involved a series of test scenarios designed to assess various key features, including project data input, budget monitoring, and result reporting. The testing results indicate that the SIMPORA application successfully meets most of the specified functional requirements, although some anomalies were identified and need to be addressed. This study provides significant contributions to ensuring the quality of the SIMPORA application and offers insights for further development. Therefore, the results of this research are expected to help improve the efficiency and effectiveness of project and budget management through the application of information technology-based solutions.
Design of a Free Nutritious Food Menu Preparation System with Interactive Nutrition Calculation Simulation Kusuma, Muhammad Romadhona
Journal of Innovation and Computer Science Vol. 1 No. 2 (2025): Journal of Innovation and Computer Science
Publisher : Yayasan Mitra Peduli Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.57053/jics.v1i2.94

Abstract

The government's preparation of free nutritious food menus represents a strategic initiative to improve public health, particularly for vulnerable populations such as underprivileged families. This study presents a web-based simulation system designed to assist the government in planning menus with processes that are not only quantitatively adequate but also aligned with balanced nutritional standards. The platform enables users to select food ingredients based on specific nutritional targets, including calories, carbohydrates, protein, and fat. To ensure that each stage—ingredient selection, nutrition calculation, validation, and result presentation—proceeds in a structured and efficient sequence, the system adopts a Finite State Automata (FSA) approach. Implementation results demonstrate that the system can accurately compute and visualize nutritional values using interactive pie charts, helping users evaluate the nutritional balance of selected menus. The key contribution of this study lies in integrating the FSA method to structure the menu preparation process, combined with interactive data visualization techniques to enhance user comprehension. This approach aims to improve public nutritional literacy and ensure that distributed meals deliver optimal health benefits.
Classification of Software Defect Prediction for Bisnissyariah.co.id Media Portal using Machine Learning Technology Ismaya, Fikri; Gata, Windu; Kusuma, Muhammad Romadhona; Saputra, Dedi Dwi; Kurniawan, Sigit
Journal of Innovation and Computer Science Vol. 1 No. 2 (2025): Journal of Innovation and Computer Science
Publisher : Yayasan Mitra Peduli Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.57053/jics.v1i2.96

Abstract

This research was conducted to develop software defect prediction using a dataset from Bisnissyariah, a forum website with up-to-date news related to Islamic business. The study employed a straightforward research design to ensure easy comprehension for the readers. Machine learning models, including Random Forest, Gradient Boosting, and Support Vector Machine, were utilized in this research—the application of these models aimed to evaluate and compare the accuracy of software defect predictions. The research findings indicated that the Random Forest model outperformed the others, achieving an accuracy rate of 96.7%. This result shows the high effectiveness of the Random Forest model in predicting software defects based on data from Bisnissyariah. In addition, these findings significantly impact the development of more reliable and high-quality software, particularly in Islamic business. This research makes a valuable contribution to enhancing our understanding of software defect prediction using data from sources like Bisnissyariah.
Website Programming Information for Al-Ikhlas Aceh Islamic Boarding School Simamora , Bayu Andika
Journal of Innovation and Computer Science Vol. 1 No. 2 (2025): Journal of Innovation and Computer Science
Publisher : Yayasan Mitra Peduli Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.57053/jics.v1i2.98

Abstract

With the advancement of information technology, digitalization has become a critical necessity in the education sector. Websites for schools and Islamic boarding schools play a vital role in improving access to information for students, parents, and the community while enhancing communication and interaction efficiency. This study aims to develop and analyze the benefits of implementing an informational website for Al-Ikhlas Aceh Islamic Boarding School. A descriptive qualitative method involving observation and interviews with school stakeholders was applied. The findings indicate that the developed website offers several benefits, including improved access to academic information, better promotion of the school's profile, enhanced communication, and support for students' digital literacy. Therefore, the website is a strategic tool supporting modern and transparent educational management within the Islamic boarding school system.
Design of a User-Friendly Financial Tracker for Daily Household Spending Based on JavaScript and Bootstrap Ramadhania, Dina; Kusuma, Muhammad Romadhona
Journal of Innovation and Computer Science Vol. 1 No. 2 (2025): Journal of Innovation and Computer Science
Publisher : Yayasan Mitra Peduli Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.57053/jics.v1i2.99

Abstract

In today's digital era, recording expenses is crucial to effective financial management, especially for individuals and Micro, Small, and Medium Enterprises (MSMEs). This study aims to design and implement a web-based financial system using JavaScript and Bootstrap 5 that can record transactions dynamically and in real time. The system is designed to be lightweight, responsive, and easy to use. Thus, it is accessible to users with varying levels of technological literacy. Evaluation results find that the system records expenses accurately and receives positive feedback from users regarding its usability. In particular the system is especially suitable for household users, particularly individuals who manage their daily spending routines at home.

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