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Contact Name
Tri Anggraeni
Contact Email
tri.anggraeni@mmtc.ac.id
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+62895391032353
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jitu@mmtc.ac.id
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Jln. Magelang Km. 6 Sleman, D.I. Yogyakarta, 55284
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INDONESIA
Journal of Information Technology and its Utilization
Published by Sekolah Tinggi Multi Media Yogyakarta
ISSN : 29854067     EISSN : 2654802X     DOI : https://doi.org/10.56873/jitu
Core Subject : Science, Engineering,
Computer Science & IT Engineering
To explore scientific developments in the field of information technology and its utilization, including data mining, IoT, Artificial Intelligence, Digital Processing, and Information Systems.
Arjuna Subject : Ilmu Komputer (semua kategori) - Sistem Informasi
Articles 5 Documents
 1 
Search results for , issue "Vol 8 No 2 (2025): December 2025" : 5 Documents clear
Gamification-Driven Management Information System: A Design Approach for Enhancing Students’ Final Project Supervision Troy; Ginanjar Setyo Nugroho; Kathryn Widiyanti; Gunanto, Samuel Gandang
Journal of Information Technology and Its Utilization Vol 8 No 2 (2025): December 2025
Publisher : Sekolah Tinggi Multi Media

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56873/jitu.8.2.6038

Abstract

This study aims to design a gamification-based Management Information System (MIS) interface to enhance the effectiveness and engagement of students during final project supervision. The research background is based on literature findings regarding the potential of gamification in education that can encourage motivation, participation, and transparency in the learning process. The research method used is Research through Design (RtD), emphasizing the integration of gamification elements into the MIS framework, including features for recording progress, awarding points, levels, and badges related to guidance activities. The research results is a student final project MIS interface that combines managerial functions with gamification-based motivational mechanisms. This system is expected to increase student engagement, provide more transparent monitoring for supervisors, and create a more attractive and interactive guidance ecosystem. The direction of further research is directed at the development of a complete MIS prototype, limited trials, and evaluation of effectiveness through case studies.
Implementation of Web-Based Real-Time Laundry Status Tracking System Muhammad, Nugraha; Alfarid, Muhammad Najwan Naufal
Journal of Information Technology and Its Utilization Vol 8 No 2 (2025): December 2025
Publisher : Sekolah Tinggi Multi Media

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56873/jitu.8.2.6039

Abstract

The lifestyle of Indonesian society, particularly Generation Z, is characterized by a preference for practicality and a strong reliance on technology. This lifestyle pattern often reduces Generation Z’s interest in household chores, such as washing and organizing clothes. Laundry services have therefore become a popular solution, especially in urban areas. However, customers often face difficulties in monitoring the progress of their laundry in real time, leaving them uncertain whether their laundry is completed or still in process. To address this issue, this study aims to design and implement a web-based laundry status tracking system that provides customers with real-time information on their laundry progress. The system was developed using modern web technologies, employing the Laravel framework for the backend and Bootstrap for the frontend. The system also integrates additional features such as delivery and pickup options, payment methods, and progress tracking. Moreover, it provides a user-friendly interface for administrators to manage laundry data and for customers to monitor their orders. Testing results indicate that the system successfully provides accurate and real-time information, enhances transparency, and increases customer satisfaction. This system is expected to support laundry businesses in improving operational efficiency and service quality.
Stacking Ensemble Machine Learning for Predicting Scholarship Selection Success: A Case Study of the Kominfo Scholarship Program Numboro, Bayu Yudo; Yuli Karyanti
Journal of Information Technology and Its Utilization Vol 8 No 2 (2025): December 2025
Publisher : Sekolah Tinggi Multi Media

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56873/jitu.8.2.6043

Abstract

Ensemble learning methods, which combine multiple models, have shown superior performance in various prediction tasks by leveraging the strengths of different algorithms. This study presents an application of a stacking ensemble machine learning method to predict the success of applicants in the Kominfo Scholarship program. By utilizing historical administrative data of scholarship applicants, we build a predictive model to identify candidates with a high potential to be selected and successfully complete the sponsored graduate studies. The proposed approach combines multiple base learners in an ensemble, addressing class imbalance with SMOTE oversampling and optimizing model parameters via grid search. The best-performing stacked model (combining Random Forest and XGBoost with a logistic regression meta-learner) achieved an Area Under the ROC Curve (AUC) of 0.93, outperforming individual classifiers. This paper details the data preparation, model building, and evaluation process, and discusses the implications for fair and efficient scholarship selection. The findings demonstrate that the stacking ensemble approach can enhance accuracy and objectivity in candidate selection, ensuring that deserving applicants are identified more reliably compared to conventional methods.
The Clustering of Ranting Muhammadiyah Using the K-MODES Algorithm Sucipto, Adi
Journal of Information Technology and Its Utilization Vol 8 No 2 (2025): December 2025
Publisher : Sekolah Tinggi Multi Media

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56873/jitu.8.2.6066

Abstract

Research on Muhammadiyah often focuses on its preaching models, responses to various conditions, and strategies in proselytization or resource management, but there is limited exploration of the Muhammadiyah organization itself. Specifically, the condition of Pimpinan Ranting Muhammadiyah (The Leader of Muhammadiyah Sub-Branch or PRM) as the lowest organizational structure, is seldom addressed. Currently, the LPCR utilizes SICARA to categorize organizations based on scores reflecting routine activities, yet it does not map these organizations based on similar potential. Thus, there is a need for a method to group these organizations based on a condition mapping to facilitate targeted revitalization efforts. This study aims to cluster PRM based on the Branch and Sub-branch Information System (Sistem Informasi Cabang dan Ranting or SICARA) questionnaire responses. Given that the SICARA questionnaire data is categorical, the K-MODES method was chosen for clustering. The optimal number of clusters was determined using the elbow method. The resulting clusters, derived using the elbow method, there are eight clusters, each exhibiting distinct characteristics.
The Digitalization Phenomenon in the Yogyakarta Omah Cangkem (OCM) and the 4 Suku Menanti Community in Bengkulu Hadiprashada, Dhanurseto; Kundori, Kundori
Journal of Information Technology and Its Utilization Vol 8 No 2 (2025): December 2025
Publisher : Sekolah Tinggi Multi Media

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56873/jitu.8.2.6067

Abstract

Behind the improvement brought by digital media, various challenges have also emerged. Phenomena such as the spread of fake news (hoaxes), digital privacy, and societal polarization have become issues that often arise along with the rapid growth of this media. This study aims to discuss the digitalization of community works and products in the development of tourist villages in DI. Yogyakarta and Bengkulu Province. The research method used is a qualitative approach with data collection techniques through in-depth interviews, participatory observation, and focus group discussions. Research informants include stakeholders related to the development of tourist villages, community leaders, and related local government officials. Data were analyzed using a thematic approach. This study found that the increase in documentation of cultural activities (works) and community products in the form of audio visuals (digital) in the development of tourist villages continues to be carried out. The process of developing a tourism village is carried out by effectively digitizing works and products by the surrounding community. The effectiveness of the activities carried out by each community has an impact on the development of existing tourism villages. This is what then gave rise to the integration of community-based tourism village development models.

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