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Hidra Amnur
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admjitsi@gmail.com
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Kampus Politeknik Negeri Padang, Jurusan Teknologi Informasi. Gedung E. Limau Manis, Pauh. Padang - Sumatera Barat. Indonesia
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JITSI : Jurnal Ilmiah Teknologi Sistem Informasi
Published by Society of Visual Informatics
ISSN : 27224619     EISSN : 27224600     DOI : 10.30630/jitsi
Core Subject : Science,
Computer Science & IT
The journal scopes include (but not limited to) the followings: Computer Science : Artificial Intelligence, Data Mining, Database, Data Warehouse, Big Data, Machine Learning, Operating System, Algorithm Computer Engineering : Computer Architecture, Computer Network, Computer Security, Embedded system, Coud Computing, Internet of Thing, Robotics, Computer Hardware Information Technology : Information System, Internet & Mobile Computing, Geographical Information System Visualization : Virtual Reality, Augmented Reality, Multimedia, Computer Vision, Computer Graphics, Pattern & Speech Recognition, image processing Social Informatics: ICT interaction with society, ICT application in social science, ICT as a social research tool, ICT education
Arjuna Subject : Ilmu Komputer (semua kategori) - Sistem Informasi
Articles 6 Documents
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Search results for , issue "Vol 5 No 2 (2024)" : 6 Documents clear
Pengembangan Sistem Penasehat Akademik (SIPEKAD) Menggunakan Metode User Centered Design Gunadi; Kudadiri, Parlindungan; Agustin; Hamdani; Susanti
JITSI : Jurnal Ilmiah Teknologi Sistem Informasi Vol 5 No 2 (2024)
Publisher : SOTVI - Society of Visual Informatics

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62527/jitsi.5.2.227

Abstract

STMIK Amik Riau is the first computer college in Riau Province. As the first and focused on the field of computerization, all activities carried out, whether related to work or services to students, should be computerized and mobile based. One of the services that is a problem in this research is the Academic Advisory (PA) service which is still carried out conventionally. Various problems that occur include failure to input student Study Plan Cards (KRS) into the feeder system by the Higher Education Data Base (PDPT) due to late submission, difficulty meeting lecturers for consultation due to lecturers' busy schedules, guidance times are relatively fast so students cannot convey complaints. in the lecture process as well as PA consultation sheets which are easily damaged and lost. The many problems that exist conventionally give rise to the desire to integrate all existing problems into a system that can be accessed by students online. In building a system that integrates all existing problems, the author uses a system development process in the form of the User Centered Design method. The application of this method is focused on a system built to achieve research objectives and in accordance with the wishes of the user. The results that have been achieved are implemented directly with students and provide positive feedback because of the ease with which students can meet PA lecturers to consult on problems during the lecture process as well as the ease with which lecturers can monitor the entire history of their PA students.
Analisis dan Perancangan Sistem Informasi Manajemen Pegawai Menggunakan Metode Waterfall Berbasis Web Vitianingsih, Anik Vega; Fardhan Maulana, Abelardi; Kacung, Slamet; Lidya Maukar, Anastasia; Wati, Seftin Fitri Ana
JITSI : Jurnal Ilmiah Teknologi Sistem Informasi Vol 5 No 2 (2024)
Publisher : SOTVI - Society of Visual Informatics

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62527/jitsi.5.2.237

Abstract

In today's digital era, the need for an employee management information system is increasingly urgent. Organizations must be able to overcome the complex challenges of managing their human resources to remain competitive in the ever-changing market. With the right Personnel Information System, organizations can optimize the management of personal, performance, and administrative information of their employees efficiently. One important aspect of a Personnel Information System is the mapping of workforce needs, which enables organizations to plan appropriate employee recruitment and development strategies. In addition, efficient scheduling is also a key focus, as proper placement and wise resource allocation can improve overall productivity. However, manually managing employee data is no longer sufficient in this digital age. Errors, delays, and loss of information often occur in manual processes, causing losses in terms of both time and finances. Therefore, the implementation of a robust and efficient Personnel Information System is a must. The Waterfall method, with its structured step-by-step approach, was able to provide clear guidance in the development of this system. A comprehensive analysis stage ensures that the needs of the organization are well understood, while the design stage guarantees that the system design meets the right specifications. With the results of this study, it is expected that organizations will be able to develop a Personnel Information System that suits their needs, improve the efficiency of human resource management, and optimize overall performance. Thus, the Personnel Information System is not only an administrative tool, but also one of the key factors in organizational success in this digital era.
YOLO-Based Personal Protective Equipment Monitoring System for Workplace Safety Guney, Emin; Altin, Husna; Esra Asci, Ayse; Bayilmis, Oya Utuk; Bayilmis, Cuneyt
JITSI : Jurnal Ilmiah Teknologi Sistem Informasi Vol 5 No 2 (2024)
Publisher : SOTVI - Society of Visual Informatics

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62527/jitsi.5.2.238

Abstract

Occupational health and safety are of paramount importance in industrial environments and various work fields. In this context, tracking personal protective equipment (PPE) is highly necessary. This article investigates the performance and application of deep learning-based object detection models to enhance the accuracy and speed of tracking personal protective equipment for ensuring occupational health and safety. These models detect personal protective equipment in images, enabling monitoring of their correct usage and intervention when necessary. The study aims to minimize damage resulting from accidents through the use of protective equipment and to prevent possible accidents. In our study, a dataset consisting of 2581 images, encompassing different workplace environments and workers, was prepared. This dataset was evaluated for performance using deep learning models. Popular deep-learning models such as YOLO-NAS, YOLOv8, and YOLOv9 were utilized in the comparisons. During the training of the models, the number of epochs was kept consistent for fair comparison. Upon examining the results, it is observed that the YOLO-NAS and YOLOv9 models generally exhibit similar and high performance.
Sistem Informasi Stok dan Penjualan Buku Berbasis Android di Penerbit Peneleh Sila Sakti, Ciptagusti; Efrat Najaf, Abdul Rezha; Permatasari, Reisa
JITSI : Jurnal Ilmiah Teknologi Sistem Informasi Vol 5 No 2 (2024)
Publisher : SOTVI - Society of Visual Informatics

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62527/jitsi.5.2.239

Abstract

In the current era, technology developments are very fast. Many businesses start to update their business processes by utilizing technology that can facilitate their organization's business processes. Penerbit Peneleh carry out sales activities for their published books. This research discusses the design and development of a Book Stock and Sales Information System at Penerbit Peneleh which can help them monitor book stock, record sales, and compile information about printing prices and selling prices of books efficiently. The development method used is the waterfall model with data collection through interviews with the organization. The result of this research is an Android application that is integrated with a barcode scanner and Google Books API which can help organizations run their business.
Application of Feature Engineering Techniques and Machine Learning Algorithms for Property Price Prediction Sihombing, Denny Jean Cross
JITSI : Jurnal Ilmiah Teknologi Sistem Informasi Vol 5 No 2 (2024)
Publisher : SOTVI - Society of Visual Informatics

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62527/jitsi.5.2.241

Abstract

This research applies feature engineering techniques and machine learning algorithms to predict property prices using a dataset from Kaggle. Three models were implemented: Linear Regression, Decision Tree, and Random Forest. The Random Forest model demonstrated the best performance with an average Mean Absolute Error (MAE) of 16472.76, Mean Squared Error (MSE) of 457407807.78, and R-squared (R²) of 0.83. Key features influencing property prices were identified through feature importance analysis, providing valuable insights for enhancing property appraisals and investment decisions.
Analisis Faktor-Faktor Kompleksitas Aplikasi Mobile Banking BCA terhadap User Experience Menggunakan UTAUT Octavia, Debora; Tanaamah, Andeka Rocky
JITSI : Jurnal Ilmiah Teknologi Sistem Informasi Vol 5 No 2 (2024)
Publisher : SOTVI - Society of Visual Informatics

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62527/jitsi.5.2.242

Abstract

In the present digital era, there has been a transformation in banking practices, moving away from traditional services towards those rooted in technology. Mobile Banking has become the primary means for users to conduct banking transactions. However, despite its prevalence, there are complexities in its usage that can affect user experience. This study proposes an analysis using the Technology Acceptance Model (TAM), specifically the Unified Theory of Acceptance and Use of Technology (UTAUT), to identify factors influencing the adoption of technology in BCA Mobile Banking. These factors include system complexity, lack of feature understanding, interface design issues in the application, and social barriers encountered during Mobile Banking usage. Through this study, it is anticipated that key factors affecting the adoption of Mobile Banking technology can be identified, enabling stakeholders to utilize this research as an assessment tool to enhance user experience and the efficiency of technology-based banking services.

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