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Journal of Artificial Intelligence and Engineering Applications (JAIEA)
Published by Yayasan Kita Menulis
ISSN : -     EISSN : 28084519     DOI : https://doi.org/10.53842/jaiea.v1i1
Core Subject : Science, Engineering,
Automotive Engineering Computer Science & IT Control & Systems Engineering
The Journal of Artificial Intelligence and Engineering Applications (JAIEA) is a peer-reviewed journal. The JAIEA welcomes papers on broad aspects of Artificial Intelligence and Engineering which is an always hot topic to study, but not limited to, cognition and AI applications, engineering applications, mechatronic engineering, medical engineering, chemical engineering, civil engineering, industrial engineering, energy engineering, manufacturing engineering, mechanical engineering, applied sciences, AI and Human Sciences, AI and education, AI and robotics, automated reasoning and inference, case-based reasoning, computer vision, constraint processing, heuristic search, machine learning, multi-agent systems, and natural language processing. Publications in this journal produce reports that can solve problems based on intelligence, which can be proven to be more effective.
Arjuna Subject : Ilmu Komputer (semua kategori) - Kecerdasan Buatan
Articles 524 Documents
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Cyber Threat Analysis to Personal Data in the Digital Era A. Hamdani; Bilqis Sofia; Farah Salsabilla Aulia Rahmah; Ika Ariyanti
Journal of Artificial Intelligence and Engineering Applications (JAIEA) Vol. 5 No. 2 (2026): February 2026
Publisher : Yayasan Kita Menulis

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59934/jaiea.v5i2.2017

Abstract

The development of information technology provides convenience in daily life, but at the same time increases the risk of cyber threats to users' personal data. This study aims to analyze the level of user vulnerability to digital threats and the factors that influence personal data security, including the role of digital literacy and user behavior. The method used is descriptive qualitative, collecting data through a literature review, structured observation of digital device usage patterns, and semi-structured interviews with a number of selected users. The results show that weak password management practices, the tendency to share personal information, and low awareness of suspicious links or applications are the main causes of data vulnerability. The level of attention to vulnerability evaluation, security awareness, and security audits remains low, even though users are aware of potential threats. These findings confirm that digital literacy and user behavior play a crucial role in reducing risks. Therefore, improving cybersecurity education, implementing safe digital practices, and conducting regular security audits and evaluations are necessary to effectively protect personal data and build a safer digital culture.
Development of an Absence System using IoT Technology Based on Radio Frequency Identification (RFID) Hutagalung, Nur Aini
Journal of Artificial Intelligence and Engineering Applications (JAIEA) Vol. 5 No. 2 (2026): February 2026
Publisher : Yayasan Kita Menulis

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59934/jaiea.v5i2.2199

Abstract

SMK Negeri 1 Rambang Niru has implemented an online attendance system, but it still faces challenges related to reliability, accuracy, and efficiency, as the system is not based on Internet of Things (IoT) technology. This research aims to develop an automated attendance system utilizing IoT technology based on Radio Frequency Identification (RFID) to improve the effectiveness and efficiency of attendance tracking. The system uses RFID tags assigned to teachers and administrative staff , which are scanned by an RFID reader connected to a microcontroller. Once detected, the attendance data is immediately transmitted to a centralized server via an IoT communication module. The approach involves integrating RFID hardware with IoT infrastructure, as well as developing software for database management and user interface. The system was tested in the SMK Negeri 1 Rambang Niru work environment to evaluate scanning accuracy, response time, and data consistency. The results show that the RFID-based attendance system provides high reliability, fast data processing, and minimizes errors. This implementation demonstrates the potential to replace the existing online attendance system, enhancing data integrity and providing an efficient solution in modern workplace environments.
Design of a Website-Based Climbing Equipment Registration and Rental Information System Using the Waterfall Method Efendi, Tessa Inriani; Harlinda L; Amaliah Faradibah
Journal of Artificial Intelligence and Engineering Applications (JAIEA) Vol. 5 No. 2 (2026): February 2026
Publisher : Yayasan Kita Menulis

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59934/jaiea.v5i2.2213

Abstract

This research was motivated by the manual registration and equipment rental process at Lembah Lohe, Gowa Regency, which led to data recording errors, data loss risks, and low administrative efficiency. The objective of this study was to design a web-based hiking registration and equipment rental information system to improve data management effectiveness. The research applied the Waterfall method consisting of requirement analysis, system design, implementation, testing, and maintenance stages. The system was developed using PHP and MySQL and tested using Black Box Testing (Alpha and Beta). The results showed that all system functions operated according to specifications, and Beta testing produced an average index score of 82.40%, categorized as Very Good. Therefore, the developed system improves efficiency, accuracy, and accessibility of information for both hikers and administrators.
Comparison of TF-IDF and Word2Vec Feature Representations for Emotion Classification of Tokopedia E-Commerce Review Using LinearSVC Azzahra, Fitriyani; Irawan, Bambang; Faqih, Ahmad; Pratama, Denni; Kurnia, Dian Ade
Journal of Artificial Intelligence and Engineering Applications (JAIEA) Vol. 5 No. 2 (2026): February 2026
Publisher : Yayasan Kita Menulis

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59934/jaiea.v5i2.2215

Abstract

This study aims to compare the performance of TF-IDF and Word2Vec feature representations for emotion classification of Tokopedia e-commerce reviews using the LinearSVC algorithm. The dataset used is PRDECT-ID, which consists of 5,400 Indonesian-language reviews labeled with positive and negative emotions. The preprocessing stages include case folding, non-alphabet character cleaning, slang normalization, stopword removal, Sastrawi stemming, and emoji handling. Feature extraction was performed using TF-IDF and Word2Vec, after which the models were trained using LinearSVC and evaluated through 5-Fold Cross Validation and holdout testing. The experimental results show that TF-IDF achieves better performance, with an accuracy of 0.65, a macro-F1 score of 0.645, and a Cohen’s Kappa value of 0.294. Meanwhile, Word2Vec attains an accuracy of 0.58 and a macro-F1 score of 0.540. These findings indicate that TF-IDF is more effective for short and informal texts characteristic of Indonesian e-commerce reviews.
Design and Construction of a Website-Based Posyandu Service System in Sukaraja Village Putri Saniyyah; Ariansyah; Phinton Panglipur
Journal of Artificial Intelligence and Engineering Applications (JAIEA) Vol. 5 No. 3 (2026): June 2026
Publisher : Yayasan Kita Menulis

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59934/jaiea.v5i3.1408

Abstract

Posyandu services at the auxiliary health center are a place to carry out health service activities. The auxiliary health center (pustu) still carries out posyandu service activities for the community. Posyandu services are located in Sukaraja Village, South Prabumulih. Currently, health services in Sukaraja Village are still providing services manually and do not have a website. The purpose of this study is to build a website so that officers and the community can more easily record identity data. Based on the results of the study, the researcher tried to build a web-based service system using a qualitative descriptive method by collecting data in the form of observations, interviews, literature studies and developed using the Rapid Application Development (RAD) method. System design tools use Use Case, Activity Diagram and Class Diagram.
Website Design for the Sukarami Village Head's Office Femi Mutiara; Ariansyah; Nur Aini Hutagalung
Journal of Artificial Intelligence and Engineering Applications (JAIEA) Vol. 5 No. 3 (2026): June 2026
Publisher : Yayasan Kita Menulis

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59934/jaiea.v5i3.1411

Abstract

The Sukarami village head office is under the auspice of the village government which has an Organization structure the sukarami village head office is the village head office located in sukarami village,rambang district, muara enim regency, south Sumatra province.Currently, the sukarami village head office does not have a website so that everyone can find out about the village head office to find out information such as village profiles, history of village activities, village programs,village structures, infrastructure owned by the village, and information on social assistance from the government and regions.The purpose of this study is to build a website so that the community can more easily find out about what is in the sukarami village head office. The research method uses a descriptive qualitative method with data collection in the form of observation,interviews and literature studies.The type of data consists of qualitative data, and data sources consist of primary data and secondary data.The device development method uses the rapid application development method.The system design tools used are the care diagram class diagram the website uses the PHP and MySQL programming languages.
Implementation of the Rapid Application Development (RAD) Model in the Web-Based MSME Product Sales System Riski Dwi Anjani; Ariansyah; Phinton Panglipur
Journal of Artificial Intelligence and Engineering Applications (JAIEA) Vol. 5 No. 3 (2026): June 2026
Publisher : Yayasan Kita Menulis

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59934/jaiea.v5i3.1412

Abstract

A web-based sales system is an effective solution to help micro, small, and medium enterprises (UMKM) manage sales efficiently and in a structured manner. This research was conducted at Anisa Store, one of the UMKM in Majasari Village, Prabumulih, which still uses a manual sales process, so it has difficulty in recording data. The purpose of this study is to build a web -based sales system using the Rapid Application Development (RAD) Model, which allows the system development process to be carried out quickly and actively involves users. The RAD model consists of several stages, namely needs planning, design, construction and relocation. The result of this study is a web-based sales system that can be used by the owner of Anisa Store to manage product data, sales transactions, and shipping. By implementing this system, it is expected to increase the marketing reach of Anisa Store.
Implementation of Village Management Information System for Monitoring and Evaluation of Pangkul Village Development Program Zaiyanah Putriyani; Andi Christian; Iwan Setiawan
Journal of Artificial Intelligence and Engineering Applications (JAIEA) Vol. 5 No. 3 (2026): June 2026
Publisher : Yayasan Kita Menulis

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59934/jaiea.v5i3.1417

Abstract

Pangkul Village is optimizing monitoring and evaluation of development programs through the implementation of a new information system. This system was developed using agile methods to adapt to rapidly changing needs. By implementing agile methods in monitoring and evaluating village development programs, it is hoped that a more adaptive and results-oriented process can be created that is beneficial to the community. This activity aims to identify progress, challenges, and impacts of development programs, as well as ensure community participation in the village development process. The evaluation results show the development of village government performance in planning and implementation, as well as the identification of relevant performance indicators for continuous improvement
Android-Based School Exam Information System for Sixth Grade Students at SD Negeri 23 Prabumulih Myke Lastri Miyanti Myke; Andi Christian; Suhartini
Journal of Artificial Intelligence and Engineering Applications (JAIEA) Vol. 5 No. 3 (2026): June 2026
Publisher : Yayasan Kita Menulis

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59934/jaiea.v5i3.1421

Abstract

The school examination information system is a digital platform that aids in the administration of examinations for 6th-grade elementary school students. This research aims to develop an efficient and effective school examination information system to enhance the examination administration process at the elementary school level. The system development method waterfall and utilizes an object-oriented software design approach, considering the specific needs of elementary school examination administration. The developed system encompasses various features, such as examination scheduling, student data management, examination result recording, and provision of evaluation reports. The implementation of this system is expected to provide convenience for schools in managing and conducting school examinations, thereby facilitating smoother and more efficient learning processes.
Design and Development of a Web-Based Integrated Health Post Application for Infants, Toddlers, and Pregnant Women at the Belida Darat Community Health Center Merlianda Oktarina; Ariansyah; Muchlis
Journal of Artificial Intelligence and Engineering Applications (JAIEA) Vol. 5 No. 3 (2026): June 2026
Publisher : Yayasan Kita Menulis

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59934/jaiea.v5i3.1433

Abstract

Belida Darat Health Center is under the auspices of the Muara Enim Regency Health Office, this Health Center is located in Belida Darat District, precisely in Tanjung Bunut Village. Currently, Belida Darat Health Center does not have an application for managing data on infants, toddlers and pregnant women, so the purpose of this study is to build a posyandu application to facilitate the management of data on infants, toddlers and pregnant women at Belida Darat Health Center. The research method uses a qualitative descriptive method with data collection techniques in the form of observation, interviews and literature studies, data sources consist of primary data and secondary data. while for the system development method using the RAD (Rapid Application Development) method, the system design tool used is UML (unified modeling Language). The design of this application uses the PHP (Processor Hypertext) programming language, MySQL Database and Coding using Visual Studio Code.

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