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Journal : Jurnal Teknik Informatika (JUTIF)

IT Governance through Mathematical Modeling: A Quantitative Assessment of Maturity Using Factor Analysis and Structural Equation Modeling Indrajit, Richardus Eko; Dazki, Erick; Kurniawan, Rido Dwi; Dio F, Januponsa
Jurnal Teknik Informatika (Jutif) Vol. 6 No. 5 (2025): JUTIF Volume 6, Number 5, Oktober 2025
Publisher : Informatika, Universitas Jenderal Soedirman

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52436/1.jutif.2025.6.5.5201

Abstract

IT Governance (ITG) ensures an organization's technological capabilities align with its business strategy. Although frameworks like COBIT 2019 offer structured guidelines, many assessment techniques rely on qualitative measures, which can compromise objectivity. This paper proposes a novel quantitative approach that integrates Factor Analysis (FA) and Structural Equation Modeling (SEM) to measure IT Governance maturity. By mapping each COBIT 2019 domain—EDM, APO, BAI, DSS, and MEA—onto a latent construct, organizations gain empirical insights into their governance status. Exploratory and confirmatory factor analyses validate these domains, while SEM reveals the magnitude and significance of each domain's impact on overall IT Governance maturity. A real-world example from a financial services company, "FinServEU," demonstrates how this framework can prioritize improvements, enhance regulatory compliance, and promote continuous monitoring. The results highlight that quantitative ITG modeling provides a reliable basis for informed decision-making and optimal resource allocation, bridging the gap between broad qualitative assessments and actionable strategies. This approach is crucial for the field of informatics and computer science, as it offers a robust, reproducible, and objective framework for evaluating a key aspect of digital transformation, ensuring that technological progress is guided by sound, data-driven principles.
FRONT END LEARNING MANAGEMENT SYSTEM DEVELOPMENT USING THE NEXTJS FRAMEWORK Baehaqi, Ahmad; Basit, Muhamad Subhi; Indrajit, Richardus Eko; Kurniawan, Rido Dwi
Jurnal Teknik Informatika (Jutif) Vol. 4 No. 4 (2023): JUTIF Volume 4, Number 4, August 2023
Publisher : Informatika, Universitas Jenderal Soedirman

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52436/1.jutif.2023.4.4.1273

Abstract

Learning media is currently widely used in the teaching and learning process. Technology and information are two things that cannot be separated from one another in the ever-evolving digital era. Likewise with the education sector which underwent a significant transformation. The Learning Management System is a software application for online learning that supports delivering material online, discussing with students, and controlling student performance. This technological advancement has made many tertiary institutions use web application-based information technology. The current problem is the lack of complete features and less interactive functions to support the Learning Management System. In addition, when the user wants to be more interactive in learning, the Learning Management System generally has a separate feature, which requires the user to switch platforms to use the feature. The development of this Learning Management System is expected to become a more interactive learning platform and have complete features compared to other systems. System analysis is done by describing a system as a whole into its component parts. This is intended to identify and evaluate problems that will later find weaknesses and strengths in the system. The method used in this study is the waterfall starting from making the design of the system to implementing the system that runs in a production environment. The results of this study have several features needed for in-person and online learning which generally do not exist in other Learning Management Systems such as video conferencing, docs & files, group chats, automatic check-ins.
USER EXPERIENCE USING PRADITA DIGITAL LMS IN BLENDED LEARNING: A CASE STUDY IN PRADITA UNIVERSITY Pratama , Arif; Radiegtya, Ega Wachid; Indrajit, Richardus Eko; Muh. Masri Sari
Jurnal Teknik Informatika (Jutif) Vol. 4 No. 4 (2023): JUTIF Volume 4, Number 4, August 2023
Publisher : Informatika, Universitas Jenderal Soedirman

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52436/1.jutif.2023.4.4.1277

Abstract

This research aims to evaluate user experience (UX) in using Pradita Digital Learning Management System (LMS) in Blended Learning process. In the current educational context, the use of LMS and online applications has become common, so it is important to conduct an evaluation to measure the level of satisfaction and effectiveness of using Pradita Digital LMS in the learning process. The method used in this research is A Technique for User eXperience Evaluation in e-Learning (TUXEL) Version 2.0. TUXEL method is a technique that allows researchers to evaluate usability and user experience when using a system. The research results are divided into three aspects, namely general usability, pedagogical usability, and UX. The questionnaire results show that the use of Pradita Digital LMS gets a good and agreeable response from the users in the learning process because the system is more interactive and interesting. Although Pradita Digital LMS still has shortcomings in general usability and pedagogical usability aspects, it has creative and innovative value for users in the learning process. Overall, the result of this research is that Pradita Digital LMS has creative and innovative value, although there are still shortcomings in the aspects of general usability and pedagogical usability. Even so, Pradita Digital LMS is able to provide a good user experience in the learning process. It is hoped that the results of this study can be input for the development of Pradita Digital LMS so that it can continue to be improved in terms of usability and user satisfaction, so that the online learning experience can be even better in the future.
IMPLEMENTATION OF CONTAINER ORCHESTRATOR MANAGEMENT IN LEARNING MANAGEMENT SYSTEM Subhi Basit, Muhamad; Pratama, Arif; Firizqi, Januponsa Dio; Indrajit, Richardus Eko
Jurnal Teknik Informatika (Jutif) Vol. 4 No. 4 (2023): JUTIF Volume 4, Number 4, August 2023
Publisher : Informatika, Universitas Jenderal Soedirman

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52436/1.jutif.2023.4.4.1289

Abstract

The pandemic that started in 2019 made technology even more important. Accelerating digital adaptation and transformation in the education sector, namely the Learning Management System (LMS) is very helpful in the teaching and learning process. Various LMS platforms are widely used and developed by various agencies. Pradita University is also developing an LMS which is made with the node.js programming language and the next.js framework which can be accessed on the pradita.digital site. The choice of using the wrong technology can cause the problematic LMS that is used to become slow and heavy, to the point where it cannot be accessed. The use of technology with the hypervisior concept which was previously commonly used has various weaknesses. For this reason, the Pradita LMS was developed using container orchestrator technology and Rancher Kubernetes as container orchestrator management. By utilizing Rancher as a container orchestrator management, it can make it easier to use with a user friendly GUI. In this study aims to prove that the use of Rancher in improving the quality and performance of LMS Pradita. Among them by identifying system efficiency, providing better scalability, increasing the availability of Pradita LMS, Rancher is able to manage applications and containers used for Pradita LMS, and saving costs used in implementing physical devices. By using the experimental method applied in this study, the results of system efficiency testing and scalability testing carried out with a load of up to 200 users can run properly and efficiently, then the availability test proves that the LMS is still available even when there are workers who are not operating, and testing rancher management capabilities lead to conclusions Rancher runs optimally and uses resources efficiently in accordance with the objectives in this study.
MICROGEN IMPLEMENTATION FOR BUILDING ONLINE LEARNING MANAGEMENT SYSTEM WITH MICROSERVICES AND GRAPHQL GENERATOR APPROACH Tinambunan, Daniel Hasiholan; Ahmad Baehaqi; Refgiufi Patria Avrianto; Richardus Eko Indrajit
Jurnal Teknik Informatika (Jutif) Vol. 4 No. 4 (2023): JUTIF Volume 4, Number 4, August 2023
Publisher : Informatika, Universitas Jenderal Soedirman

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52436/1.jutif.2023.4.4.1313

Abstract

In an era of education marked by digital transformation, developing a Learning Management System (LMS) can be a challenge that requires an innovative approach. This study proposes a solution by combining the Microgen concept, Microservices approach and GraphQL generator in the development of a revolutionary LMS Pradita. Thanks to this advanced integration, this research succeeded in designing a database schema with MgSchema visualization, enabling adaptive data manipulation with Microgen functions and simplifying development, developing a responsive interface through the GraphQL generator. Thus, this research not only discusses the intricacies of LMS development, but also provides valuable guidance for developers to face the challenges of modern and cutting-edge education.
ACCELERATION OF LEARNING MANAGEMENT SYSTEM APPLICATION DEVELOPMENT IN THE EDUCATION SECTOR USING THE LOW CODE CONCEPT ON MICROGEN Ega Wachid Radiegtya; Daniel Hasiholan Tinambunan; Rido Dwi Kurniawan; Richardus Eko Indrajit
Jurnal Teknik Informatika (Jutif) Vol. 4 No. 4 (2023): JUTIF Volume 4, Number 4, August 2023
Publisher : Informatika, Universitas Jenderal Soedirman

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52436/1.jutif.2023.4.4.1315

Abstract

The background of this research is to speed up application development which tends to take a long time. To respond this, researchers apply the concept of "Low-Code" referring to a software development approach by speeding up the manufacturing process by reducing the amount of code that needs to be written manually to be automated using the microgen platform. This research was tested on a case study of the development of a Learning Management System, making it faster and more efficient. System development used in this study is System Development Life Cycle (SDLC) method, which is a software development process model that is carried out in stages according to the existing mechanism. The backend created for this Learning Management System, uses the Microgen generator backend platform to automate the creation of the GraphQL API, and the database which is then consumed by the frontend which is the interface for the Learning Management System. This research resulted in a better understanding of how using automation tools like Microgen able to speed up the learning management system web development process. The research model with development (R&D) applied in this study uses a systematic model that requires each process to be fulfilled sequentially starting from the first stage to the final stage to produce a product and determine feasibility through product validation being developed. By adopting this automation approach, the previously time-consuming time required to generate the backend can be significantly reduced. Thus, the result is greater efficiency in Web Learning Management System development, savings in human resources, and better opportunities to respond to changing market or user needs.
Co-Authors Abdinagoro, Sri Bramantoro Abraham, Irfan Agus Purwanto Ahmad Baehaqi Ahmad Baehaqi, Ahmad Amalia Nurain Amirudin Amirudin Amirudin Amirudin Andreas Putra Wijaya Andri Purwoko Aryo Nugroho Awaluddin Tjalla Awaludin Tjalla Bagus Prasetyo Budiono Bambang Suharjo Basit, Muhamad Subhi Bayu Saputra bayu Yasa Wedha Bram Sivadjati Budi Setiawan Carlia Isneniwati Cecep Kustandi Crosley, Nathaniel Daniel Avian Karjadi Daniel Hasiholan Tinambunan Dazki, Erick Dewanti, Paula Diana Diana Dimas Prawira dinisfusya'ban, dinisfusya'ban Djarot Hindarto Dodi Permadi Dwi Atmodjo Wismono Prapto Ega Wachid Radiegtya Eka Fitriani Eka Fitriani Eka Waras Kristianto Eko Setiawan Elliana Gautama Endang Sri Palupi Ervina Waty Fajar Priyono Fangky Antoneus Sorongan Fauzi, Muh. Fa’uzobihi, Fa’uzobihi Felix Fernando Oroh Ferdy Achmad Zulfikar Glenny Chudra Grand Grand Guntur Haludin H. A. Danang Rimbawa Hadri Helmi Handri Santoso Handri Santoso Handri Santoso Handri Santoso Hidayat, Nurul Hidayat, Rachmad Syarul Idris Gautama So Ika Kurniawati Isra Ruddin Isra Ruddin Januponsa Dio Firizqi M. Yusuf Samad Manaek, Roy Maria Magdalena Michael, Dennis Moch Sukardjo Mochamad Isnin Faried Muh Fauzi Muh Fauzi Muh Fauzy Muh. Masri Sari Muhamad Nur Arifin Muhammad Handika Darmawan Muhammad Rizki Fahdia Mulyadi, Grace Devina Permana, Rifky Popy Purnamasari Wahid Suyitno, Popy Purnamasari Wahid Pratama , Arif Pratama, Arif Prawira, Dimas Yudha Puri Ratna Larasati R. Aditya Gunawan, R. Aditya R. Sapto Hendri Boedi Soesatyo Rachmadi, Pratiwi Radiegtya, Ega Wachid Refgiufi Patria Avrianto Refgiufi Patria Avrianto Refgiufi Patria Avrianto Refgiufi Patria Avrianto Rezkiani Rezkiani Rido Dwi Kurniawan Rido Kurniawan Riska Aryanti Royadi Royadi Ruddin, Isra Rudy A.G. Gultom Saeful Bahri Saiful Azhari Muhammad Saiful Azhari Muhammad Santoso, Handri Sari, Muh Masri Sentosa, Steve Situmorang, Robinson Subhi Basit, Muhamad Suharjo, Bambang Surti Kanti Syahrir Syahrir Taufiqurrochman Taufiqurrochman Thamrin Sofian Tinambunan, Daniel Hasiholan Tjalla, Awaludin Tri Agus Setiawan Tri Wahyudi Ummy Kalsum Viktor Gunawan Widjaja, Herman Wiyadi, Yudi Permana Wiyanto, Novianthony Yadi Karyadi Yakob Jati Yulianto Yanto, Andika Bayu Hasta Yumalia, Astria