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Lembaga Penelitian dan Pengabdian kepada Masyarakat Universitas Mohammad Husni Thamrin Kampus A Universitas Mohammad Husni Thamrin Jl. Raya Pondok Gede No. 23-25, Kramat Jati, Jakarta Timur 13550
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INDONESIA
Jurnal Teknologi Informatika dan Komputer
Published by Universitas Mohammad Husni Thamrin
ISSN : 26569957     EISSN : 26228475     DOI : https://doi.org/10.37012/jtik
Core Subject : Science, Engineering,
Computer Science & IT Electrical & Electronics Engineering
Jurnal Teknologi Informatika dan Komputer merupakan salah satu jurnal berbasis Open Journal System (OJS) yang dikelola oleh Lembaga Penelitian dan Pengabdian kepada Masyarakat (LPPM) Universitas Mohammad Husni Thamrin (UMHT) yang berisi artikel-artikel dengan topik Teknologi Informasi yang menampung karya ilmiah para dosen Perguruan Tinggi di Indonesia. Diharapkan jurnal ini mampu memberikan motivasi dan kontribusi ilmiah bagi perkembangan ilmu pengetahuan dan teknologi.
Arjuna Subject : Ilmu Komputer (semua kategori) - Aplikasi Ilmu Komputer
Articles 706 Documents
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Development of A Web-Based Integrated Daycare Child Care Application at The Ministry of Foreign Affairs Wulandari, Rani Ika; Sulistyanto, Agus; Sianipar, Anton Zulkarnain
Jurnal Teknologi Informatika dan Komputer Vol. 11 No. 2 (2025): Jurnal Teknologi Informatika dan Komputer
Publisher : Universitas Mohammad Husni Thamrin

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37012/jtik.v11i2.2779

Abstract

Daycare is a child care center (TPA) or childcare facility that is carried out in groups, usually held during regular working hours. Many parents are busy working outside the home, for parents who already have children will need help in caring for their children. Childcare Centers (TPA) become a means to replace family during periods when parents are working or other needs. Based on the questionnaire data obtained, it is known that parents have difficulty in finding childcare centers and information. Childcare centers are one form of early childhood education, where children will be cared for, looked after, and educated. However, the lack of information regarding Childcare Centers (TPA), many parents bring their children to their workplaces. These childcare centers are intended for parents who are busy working and have difficulty caring for their children. This study aims to build a Web-based application that can help parents in finding information about childcare centers. The design method used is the prototype method. This Web-based system and was tested using the Black Box testing method. The results of this study indicate that this system can help parents and childcare centers, and this system works according to the expected functions.
Serverless Computing: A Comparative Analysis of Cloud Run and Cloud Function Prices on Google Kubernetes Engine Cluster Node Management Google Cloud Putra, Christian Bayu Anggoro; Asmoro, Dimas Prasetyo Tegar; Yulianto, Akmal Budi
Jurnal Teknologi Informatika dan Komputer Vol. 11 No. 2 (2025): Jurnal Teknologi Informatika dan Komputer
Publisher : Universitas Mohammad Husni Thamrin

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37012/jtik.v11i2.2780

Abstract

The advancement of cloud computing technology has revolutionized the way companies build and deploy applications, offering unprecedented flexibility, scalability, and efficiency. One of the most significant innovations in this space is serverless computing, which allows developers to build and run applications without managing the underlying server infrastructure. This model fundamentally changes the application development paradigm, shifting from static resource allocation to an event-driven model where resources are consumed only when needed (Sharma et al., 2021). The increasing adoption of serverless architectures has driven the need for detailed cost optimization strategies, particularly for automated infrastructure management tasks. This study examines the operational cost efficiency between Google Cloud Run and Google Cloud Functions. The study addresses the common need for programmatically managing cluster nodes within Google Kubernetes Engine. Solutions are developed and implemented using both serverless services to perform representative cluster management operations. A comprehensive analysis of pricing models, including resource consumption and invocation costs, is performed. Significant differences in operational costs are observed for this specific infrastructure automation scenario. The findings of this study provide clear guidance for architects and developers looking to minimize cloud spending through selecting the right platform.
Food and Beverage Menu Package Recommendation System Using Fp-Growth Algorithm Pratama, Aldi Nanda; Gunawan, Catur Eri; Muarie, Muhamad Son
Jurnal Teknologi Informatika dan Komputer Vol. 11 No. 2 (2025): Jurnal Teknologi Informatika dan Komputer
Publisher : Universitas Mohammad Husni Thamrin

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37012/jtik.v11i2.2784

Abstract

In the era of digitalization, data utilization has emerged as a key to increasing company competitiveness in the current era of digital transformation, especially in the culinary industry. Recommendation systems are one way of analyzing data. Kedai Kopi Raja Palembang has so far only used transaction data as documentation without further analysis, making it difficult to determine sales products and customer purchasing patterns. This study aims to develop a menu package recommendation system using the Fp-Growth algorithm to analyze transaction data and provide more relevant recommendations. The development method used is the prototype method, with the provisions of the Knowledge Discovery in Database (KDD) stages which include data selection, preprocessing, transformation, application of the Fp-Growth algorithm, and evaluation using the Lift Ratio. The system was developed using Python and allows users to flexibly determine the minimum support and confidence values. The results of the study from the data used in the Raja Coffee Shop transaction history show that the system successfully identified 24 association rules from a minimum support of 1% and a Confidence of 70%. Then, an evaluation was carried out using the Lift Ratio which has a strong relationship between items and the 5 highest rules were taken from the Lift Ratio results for the recommendation menu. The implementation of the Fp-Growth algorithm in a transaction data-based recommendation system can enable business owners to make decisions by utilizing transaction data, to increase the efficiency of menu preparation, and become a model for other culinary businesses in optimizing marketing strategies.
Android-Based Stock Opname Application Development with SQLite and Firebase Maulana, Ishaq; Yasin, Verdi; Yulianto, Akmal Budi
Jurnal Teknologi Informatika dan Komputer Vol. 11 No. 2 (2025): Jurnal Teknologi Informatika dan Komputer
Publisher : Universitas Mohammad Husni Thamrin

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37012/jtik.v11i2.2786

Abstract

Stocktaking, or stock data matching, is a crucial activity in inventory management within a company. Through this process, the stock data recorded in the system is compared with the physical conditions in the field (Jims, 2023). This activity not only aims to ensure data accuracy (Tarigan, 2021) but also serves as an integral part of internal control within the company's supply chain. PT Multilindo Surya Cemerlang is a company engaged in the distribution and sales of electronic goods. Stocktaking is a crucial component in maintaining the accuracy of a company's inventory data. However, at PT Multilindo Surya Cemerlang, this process is still performed manually by recording on paper and then re-entering it into a computer. This method is quite time-consuming and carries the risk of recording errors. Therefore, this study aims to develop an Android-based application that can assist the stocktaking process directly in the field. The application is designed with SQLite database support for local storage and Firebase for online data storage and synchronization. The development was conducted using the SDLC (System Development Life Cycle) model with a waterfall approach, encompassing the stages of requirements analysis, system design, implementation, testing, and maintenance. Trial results demonstrated that the application was able to assist staff in recording stock more quickly and accurately, as well as simplifying the overall inventory data recapitulation process.
YOLOv12 for Human Object Detection in Real-time Video Surveillance Systems Widodo, Yohanes Bowo; Sibuea, Sondang; Agustino, Rano
Jurnal Teknologi Informatika dan Komputer Vol. 11 No. 2 (2025): Jurnal Teknologi Informatika dan Komputer
Publisher : Universitas Mohammad Husni Thamrin

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37012/jtik.v11i2.2789

Abstract

This research discusses the application of the YOLO (You Only Look Once) model to detect human objects in real-time video surveillance systems. This model was developed in response to the increasing need for efficiency and accuracy in video surveillance analysis, particularly in identifying abnormal or malicious activities. The application of deep learning technology, especially the YOLO model, has been shown to provide better performance in object recognition compared to traditional methods, such as SVM and Haar-Cascade, which often experience limitations in terms of speed and accuracy. One significant contribution of the use of YOLO lies in its ability to detect objects simultaneously in high-speed video, which is crucial in surveillance contexts that require rapid response to incidents. The implementation of YOLO also promises better collaboration between edge and cloud computing, allowing video processing to be carried out closer to the data source, reducing latency and improving data security. With this approach, the system can generate relevant information for rapid decision-making, such as monitoring human behavior in public settings and detecting suspicious activity. The analysis of this study highlights the significant potential of YOLO in improving real-time video surveillance systems and demonstrates that more accurate object detection capabilities can improve overall public safety. Through this model, we hope to revolutionize surveillance practices, adapt to modern needs, and provide a solid foundation for further development in the field of video surveillance.
User Experience Analysis of the Old and New SIAKAD at the Faculty of Tarbiyah, UIN Ar-Raniry with a UI/UX Approach Susanti, Widia; Yasa, Gufran Ibnu
Jurnal Teknologi Informatika dan Komputer Vol. 11 No. 2 (2025): Jurnal Teknologi Informatika dan Komputer
Publisher : Universitas Mohammad Husni Thamrin

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37012/jtik.v11i2.2799

Abstract

The world of education is currently developing very rapidly. This rapid development is in line with the development of technology and information. The diversity of information technology requires improvements in the quality and service mechanisms in the field of education to be more effective. The development of information technology requires higher education institutions to continue to innovate in academic service systems. One form of this innovation is the implementation of the Academic Information System (SIAKAD) which is able to integrate various academic services digitally. This study aims to analyze the user experience of two versions of SIAKAD used at the Faculty of Tarbiyah UIN Ar-Raniry, namely the old SIAKAD and the new SIAKAD (Sevima), using the User Interface (UI) and User Experience (UX) approaches. This study uses a quantitative descriptive method with a questionnaire instrument based on the Technology Acceptance Model (TAM), which includes perceptions of usefulness, ease of use, and user satisfaction. A total of 32 student respondents were involved in completing the questionnaire. The results showed that the new SIAKAD (Sevima) received a satisfaction level of 76%, included in the "Satisfied" category on the Likert scale. These findings show that a friendlier UI and more optimal UX in the new SIAKAD have a positive impact on user comfort and effectiveness in carrying out academic activities. This research recommends the development of more responsive features that meet user needs, such as adding the option to download active student certificates independently through the system.
A Mobile-Based Stocktaking Program and Dashboard Application for Monitoring Packaging Stock at PT. Pangan Terbaik Indonesia, Jakarta Achmad Sumbaryadi; M. Ikhsan Saputro; Ahmad Ishaq; Rame Santoso; Sukendar, Toni
Jurnal Teknologi Informatika dan Komputer Vol. 11 No. 2 (2025): Jurnal Teknologi Informatika dan Komputer
Publisher : Universitas Mohammad Husni Thamrin

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37012/jtik.v11i2.2819

Abstract

In today's digital age, the effectiveness and accuracy of inventory management are crucial factors in a company's operations. Manual inventory recording is often time-consuming, error-prone, and inefficient in presenting data directly. The problem at PT Pangan Terbaik Indonesia is that the company's director is unaware of the current packaging stock available in the warehouse. This is because inventory recording is not done in real time, still using manual calculations and paper recording. This prevents the director from monitoring the warehouse's inventory in real time, leading to concerns about stockouts or excess inventory. Furthermore, the company's website is not currently integrated with a database, which can be a hassle for the administrator if there are changes to the website data. The purpose of designing the stocktaking system itself is to simplify the stock recording process, allowing field officers to record packaging stock using a mobile application, and the data will be stored in the database and can be viewed in real time by the company director. This also simplifies website management. With integration with the database, the company administrator can easily change company data through the admin dashboard. The result of this report is to design an application that makes it easier for companies to record stock, manage company information, and monitor stock data in real-time so that reports are received more quickly and accurately.
Analysis of Public Sentiment Towards the Use of AI in Monitoring Waste via the SEMAR Monitoring Web and Its Impact on Flood Management in Semarang City Priskila Dwi Nilam Sari; Yohana Tri Widayati; Satrio Agung Prakoso
Jurnal Teknologi Informatika dan Komputer Vol. 11 No. 2 (2025): Jurnal Teknologi Informatika dan Komputer
Publisher : Universitas Mohammad Husni Thamrin

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37012/jtik.v11i2.2838

Abstract

Waste management and flood mitigation are key challenges in Semarang City. The Semarang City Government, through the Department of Communication and Informatics (Diskominfo), implemented the AI-based Pantau Semar web system to automatically detect waste accumulation and water puddles via a CCTV network. This study examines public sentiment toward the system, particularly from social media comments, and develops a sentiment classification model using IndoBERT. A quantitative approach with Natural Language Processing (NLP)-based sentiment analysis was applied. A total of 430 public comments from social media were classified into positive, negative, and neutral sentiments, and analyzed using a fine-tuned IndoBERT model. Results show that negative sentiment dominates (54%), followed by positive (30%) and neutral (16%). The model achieved 81% accuracy, with the highest F1-score in the negative class (0.89). These findings indicate that the public remains critical of the system’s performance, especially regarding waste accumulation and flooding, while also highlighting AI’s potential in environmental management and public opinion detection. The results provide a basis for developing more adaptive monitoring systems and improving government communication strategies to better address community needs.
Analysis of Boarding House Payment Patterns Using Data Visualization Techniques to Identify Delay Factors Abid Sakti Pamungkas; Yohana Tri Widayati; Harries Arizonia Ismail
Jurnal Teknologi Informatika dan Komputer Vol. 11 No. 2 (2025): Jurnal Teknologi Informatika dan Komputer
Publisher : Universitas Mohammad Husni Thamrin

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37012/jtik.v11i2.2841

Abstract

In an increasingly competitive business environment, the ability of Micro, Small, and Medium Enterprises (MSMEs) to survive heavily depends on effective cash flow management. Boarding house businesses, as a form of MSMEs in the service sector, face crucial challenges due to late rental payments by tenants. Management practices that are often reactive and intuitive have proven less effective in identifying the root causes of such issues. This study aims to apply an analytical approach using data visualization techniques to analyze rental payment patterns at Kost Green, Semarang. The main objective is to discover significant temporal patterns and identify tenant profile factors that strongly correlate with late payment behavior. The methodology employed is exploratory data analysis with a quantitative and visual approach, using primary data in the form of historical rental payment transactions over a one-year period, covering attributes such as tenant status and room type. The analysis process begins with a data preprocessing stage, in which a key analytical feature, Days_Late, is engineered to measure the duration of delays. The analysis is conducted using the Python programming language supported by the Pandas, Matplotlib, and Seaborn libraries. The findings reveal the existence of high-risk tenant segments (students) and critical time periods (certain months of the year) when delays tend to increase. The outcome of this research is a visual analytical report that provides a strong foundation for Kost Green management to make data-driven decisions, design more proactive and segmented billing strategies, and ultimately improve payment discipline and maintain healthy business cash flow.
The Impact of Information System Implementation (Simgos) in Health Services (Case Study: Pratama Medisal Clinic, Ambon City) Kusnadi, Yahdi; Tuankotta, Ramadhani Ahmad
Jurnal Teknologi Informatika dan Komputer Vol. 11 No. 2 (2025): Jurnal Teknologi Informatika dan Komputer
Publisher : Universitas Mohammad Husni Thamrin

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37012/jtik.v11i2.2852

Abstract

The rapid development of information technology has become a major pillar of society due to its ability to provide fast and accurate information. This technology is important in various fields, including health, education, economics, finance, social, political, and environmental. In health, information technology assists services by managing and storing administrative data, patient registration, and other information that supports users of health facilities. The Pratama Medisal Clinic in Ambon City is a health facility that prioritizes efficiency and effectiveness in services. This clinic has implemented an Open Source Generic Management Information System. The study used a quantitative method with simple linear regression analysis, data were collected through interviews, observations, and questionnaires, and used a proportionate stratified random sampling technique. Based on the results of the hypothesis test, the implementation of a web-based information system showed a significant effect on employee performance, with a significance value of 0.001. This leads to the acceptance of the H1 hypothesis, while the t-test results show that the calculated t (7.459) is greater than the t-table (1.812), so H0 is rejected. Statistically, the t-test results show a value less than 0.05 (0.001 < 0.05). From this, it can be concluded that the better the information system in healthcare services at a clinic, the better the employee performance. This encourages each clinic to implement information systems in their daily work to increase efficiency. It is hoped that the Medisal Clinic can continue to improve the Open Source Generic Management Information System in health services.

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