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Agus Tedyyana
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INOVTEK Polbeng - Seri Informatika
Published by Politeknik Negeri Bengkalis
ISSN : 25279866     EISSN : -     DOI : https://doi.org/10.35314
Core Subject : Science,
Computer Science & IT
The Journal of Innovation and Technology (INOVTEK Polbeng—Seri Informatika) is a distinguished publication hosted by the State Polytechnic of Bengkalis. Dedicated to advancing the field of informatics, this scientific research journal serves as a vital platform for academics, researchers, and practitioners to disseminate their insightful findings and theoretical developments. Scope and Focus: INOVTEK Polbeng - Seri Informatika focuses on a broad spectrum of topics within informatics, including but not limited to Web and Mobile Computing, Image Processing, Machine Learning, Artificial Intelligence (AI), Intelligent Systems, Information Systems, Databases, Decision Support Systems (DSS), IT Project Management, Geographic Information Systems, Information Technology, Computer Networks and Security, and Wireless Sensor Networks. By covering such a wide range of subjects, the journal ensures its relevance to a diverse readership interested in both the practical and theoretical aspects of informatics.
Arjuna Subject : Ilmu Komputer (semua kategori) - Ilmu Komputer (Lain-Lain)
Articles 543 Documents
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Implementation of a Teacher Development Website with Waterfall Development to Support the Teacher Promotion Process at SMP 2 Jekulo Kudus Ahmad Fahruddin; Endang Supriyati; Tri Listyorini
Journal of Innovation and Technology Polbeng Series on Informatics (INOVTEK Polbeng - Seri Informatika) Vol. 10 No. 1 (2025): March
Publisher : P3M Politeknik Negeri Bengkalis

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35314/nnm9rf29

Abstract

This website is designed to support the promotion process of teachers at SMP 2 Jekulo Kudus by utilising digital technology. The main objective of this development platform is to improve the efficiency and quality of the management of teacher professional development programs. The problem to be overcome is the slow process of submitting promotion files which are often unstructured, thus hampering teacher career development. This platform provides a document management feature that makes it easier for users to submit promotion files. With this feature, teachers can upload the required documents, unify the application status in real time, and receive notifications regarding their application process. This not only speeds up the process but also reduces the possibility of loss or error in document management. The specific impact of implementing this website on the teacher promotion process includes increasing transparency and accountability in applying for promotions. With a structured system, teachers can more easily meet the requirements set, contributing to their increased professionalism. The use of MySQL as a database also ensures that data is managed quickly and efficiently. Overall, this website is expected to be an effective digital solution in supporting the teacher promotion process while improving the quality of education at SMP 2 Jekulo Kudus.
Measuring The Level of Cybersecurity Awareness of Social Media Users Among Students Muhammad Agung Al Affan; Mona Fronita; Eki Saputra; Muhammad Luthfi Hamzah; Zarnelly
Journal of Innovation and Technology Polbeng Series on Informatics (INOVTEK Polbeng - Seri Informatika) Vol. 10 No. 1 (2025): March
Publisher : P3M Politeknik Negeri Bengkalis

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35314/vycq9t65

Abstract

The role of social media is increasingly important and easily accessible through mobile phones, slowly replacing conventional mass media. The development of Internet technology has made many users forget the importance of cybersecurity awareness, which impacts social media activities. As a result, cyber-attacks on social networks are now more frequent because many users still need help understanding cybersecurity well. Based on data BSSN, cyberattacks in Indonesia increased significantly from 290.3 million in 2019 to 495.3 million in 2020, representing a 41% rise. Social media users need to understand cybersecurity, a technology that protects data, networks, and programs from illegal access or digital attacks, known as cybercrime. Eighty-four respondents participated in the study. This study aims to measure the level of cybersecurity awareness and contribute to the existing literature by providing empirical insights into the level of cybersecurity awareness among university students. This study can also help raise awareness among the public, particularly young users, about the importance of protecting privacy and security while engaging in the digital world. This behaviour is measured using the five TPB variables: attitude, subjective form, perceived behaviour control, intention, and behaviour. Variables from TPB are then processed using SEM-PLS tools with the help of SmartPLS. Based on the study's results, it is concluded that the attitude and subjective form variables do not significantly affect the intention variable. In contrast, the perceived behaviour control variable significantly affects the intention variable, and the behaviour variable significantly affects intention.
Analysis of Rice Yield Prediction with Mlpregressor and Long Short-Term Memory Models Sunoto; Mangapul Siahaan
Journal of Innovation and Technology Polbeng Series on Informatics (INOVTEK Polbeng - Seri Informatika) Vol. 10 No. 1 (2025): March
Publisher : P3M Politeknik Negeri Bengkalis

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35314/wnpm3846

Abstract

This research aims to analyse and compare the accuracy of rice productivity prediction using Multi-Layer Perceptron  Regressor (MLPRegressor) and Long Short-Term Memory (LSTM) models. The data used comes from the Badan Pusat Statistik (BPS) for the period 2018-2023, covering rice productivity from 34 provinces in Indonesia. The study employed six different architectural models for each model, with training data using the 2018-2020 period and testing data for 2021-2023. The results show that the LSTM model with 2-42-42-42-1 architecture achieved the highest accuracy rate of 94.12% with MSE 0.00305660, while the MLPRegressor model with 2-22-1 architecture achieved 91.18% accuracy with MSE 0.00471975. These results indicate that LSTM performs slightly better in predicting rice productivity, which can be used as a reference for agricultural planning and food policy in Indonesia.
Adaptive Dynamic Activity Mapping: a Novel Approach to Real-time Heatmap with YOLOv8 Nursiyanto Yuliawati; Dona Yuliawati; Anggi Andriyadi
Journal of Innovation and Technology Polbeng Series on Informatics (INOVTEK Polbeng - Seri Informatika) Vol. 10 No. 1 (2025): March
Publisher : P3M Politeknik Negeri Bengkalis

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35314/314cct50

Abstract

The implementation of QR Code technology at Youth Cafe aims to increase ordering efficiency and provide a more comfortable experience for customers. Each table is equipped with a unique QR code that can be scanned to access the menu and place orders via the mobile web-based application. This application was designed using Native PHP with MySQL as the database, to ensure stability and optimal performance. The success of the system is measured by increasing order time efficiency by up to 50%, reducing manual errors by 90%, and the system's ability to handle up to 500 orders per day without interruption.  Customer surveys show satisfaction levels increased by 35% after application implementation. These results show that the use of QR Code technology has succeeded in improving operations, efficiency and service quality at Youth Cafe, as well as making a significant contribution to innovation in the food and beverage industry.
Development of a Mobile Web-Based Food and Beverage Ordering Application in aYouth Cafe With QR Code Technology Adilla Faradila A.Sagaf; Ichsan Ibrahim
Journal of Innovation and Technology Polbeng Series on Informatics (INOVTEK Polbeng - Seri Informatika) Vol. 10 No. 1 (2025): March
Publisher : P3M Politeknik Negeri Bengkalis

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35314/way9vn18

Abstract

The implementation of QR Code technology at Youth Cafe aims to increase ordering efficiency and provide a more comfortable experience for customers. Each table is equipped with a unique QR code that can be scanned to access the menu and place orders via the mobile web-based application. This application was designed using Native PHP with MySQL as the database, to ensure stability and optimal performance. The success of the system is measured by increasing order time efficiency by up to 50%, reducing manual errors by 90%, and the system's ability to handle up to 500 orders per day without interruption.  Customer surveys show satisfaction levels increased by 35% after application implementation. These results show that the use of QR Code technology has succeeded in improving operations, efficiency and service quality at Youth Cafe, as well as making a significant contribution to innovation in the food and beverage industry.
Analysis of Acceptance and Use of QRIS Payment Method using the UTAUT-3 Model Atha Kurniawan; Muhammad Jazman; Mona Fronita; Tengku Khairil Ahsyar
Journal of Innovation and Technology Polbeng Series on Informatics (INOVTEK Polbeng - Seri Informatika) Vol. 10 No. 1 (2025): March
Publisher : P3M Politeknik Negeri Bengkalis

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35314/e6zskk85

Abstract

This study explores the factors that influence the use of QRIS as a digital payment method in Pekanbaru City using the Unified Theory of Acceptance and Use of Technology 3 (UTAUT-3) approach. The sample of this study consisted of 100 respondents who were purposefully selected, including respondents of various ages, occupations, and frequencies of QRIS use in Pekanbaru City. Data were analysed using the SmartPLS application. The results show that habit (H) has a significant effect on Behavioral Intention (BI) and usage behaviour (UB). In addition, Hedonic motivation (HM), personal Innovativeness (PI), and Price Value (PV) are significant to BI, while PI also directly affects UB. In contrast, BI on UB, Effort expectancy (EE), Facilitating Conditions (FC), performance expectancy (PE), and Social influence (SI) do not show a significant effect. These findings indicate the importance of strengthening user habits, hedonic values, and personal innovation in developing QRIS features and marketing strategies to accelerate its adoption. The findings of this study indicate the need for QRIS service developers, policymakers, and business actors to focus on strengthening user habits, increasing hedonic motivation, price-based incentives, and encouraging personal innovation to accelerate the adoption of QRIS as a digital payment method while expanding understanding of the factors that influence the adoption of digital payment technology in the context of QRIS.
Redesign of User Experience in Inaportnet Using the User Experience Questionnaire Method TND User-Centered Design muhamad irvandra irvan; muhamad Jazman jazman; Eki Saputra Eki; Syaifullah; Tengku Khairil Ahsyar
Journal of Innovation and Technology Polbeng Series on Informatics (INOVTEK Polbeng - Seri Informatika) Vol. 10 No. 1 (2025): March
Publisher : P3M Politeknik Negeri Bengkalis

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35314/dpf22c38

Abstract

The Directorate General of Sea Transportation, under Indonesia's Ministry of Transportation, developed Inaportnet as a digital platform mandated by Ministerial Regulation Number PM 8 of 2022 to streamline ship service procedures and enhance e-government implementation. This study evaluates the user experience (UX) of the Inaportnet website, focusing on its usability, security, and overall design using a user-centred design (UCD) approach and the User Experience Questionnaire (UEQ) method. Data were collected from 56 respondents, including stakeholders such as ship operators, port authorities, and service users. The findings reveal critical shortcomings: 95% of respondents encountered frequent bugs affecting usability, 65% highlighted security concerns, 60% criticised the cluttered interface, 40% experienced access failures, and 50% expressed low engagement with the platform's features. To address these challenges, the website was redesigned using UCD principles, resulting in significant improvements. The redesigned platform achieved "Good" ratings for attractiveness, stimulation, and novelty, and "Above Average" ratings for clarity, efficiency, and accuracy in UEQ metrics, indicating enhanced usability and user satisfaction. This study underscores the importance of iterative UX design in optimising digital government systems, offering actionable insights for improving public service platforms in developing countries.  
Development of Automatic Waste Classification System using CNN-Based Deep Learning to Support Smart Waste Management Luntungan Stephen Pieters
Journal of Innovation and Technology Polbeng Series on Informatics (INOVTEK Polbeng - Seri Informatika) Vol. 10 No. 1 (2025): March
Publisher : P3M Politeknik Negeri Bengkalis

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35314/wst8mh87

Abstract

This research develops an automatic waste classification system using deep learning based on Convolutional Neural Network (CNN) to support the implementation of Smart Waste Management (SWM). The main objective of this research is to design and test a CNN model that is able to classify various types of waste, such as plastic, paper, organic, and other non-organic waste, with high accuracy and efficiency. The developed CNN model successfully achieved an accuracy rate of 94.86% on the training dataset. The system performed very well in classifying recyclable waste with a precision of 56.6% and recall of 63.5%, although it still faces challenges in the classification of organic waste with a precision of 45.7% and recall of 38.8%. This research also includes model validation using cross-validation techniques to ensure the generalizability of the model on different datasets. In addition, tests were conducted on external datasets to evaluate the robustness of the model under real-world conditions. Data preprocessing techniques such as image normalisation and data augmentation were used to improve the performance of the model. The results show that a CNN-based automated waste classification system has great potential to be implemented in SWM systems, enabling more efficient and automated waste management. However, there are still some challenges such as high variation in litter images and dataset limitations that need to be addressed for future development of a more robust system
Analysis of Service Quality on User Satisfaction Using the E-Servqual, IPA and CSI Methods Ovie Julian Trivani
Journal of Innovation and Technology Polbeng Series on Informatics (INOVTEK Polbeng - Seri Informatika) Vol. 10 No. 1 (2025): March
Publisher : P3M Politeknik Negeri Bengkalis

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35314/zz49qs81

Abstract

WeTV is one of the video on demand streaming services, or what is usually called a video streaming application service provider based on applications and websites. Several problems have occurred with the WeTV application. Such as applications that are incomplete / lack updates to the content provided, user complaints that cannot be resolved by WeTV, and applications that suddenly error. Therefore, the application was analysed using the E-servqual, IPA (Importance Performance Analysis) and CSI (Customer Satisfaction Index) methods. The main objective of this research is to assess the level of user satisfaction with the WeTV application and identify areas that need improvement. Based on the test results using E-servqual, the attributes tested are Efficiency, Responsiveness, Compensation, Fulfillment, System Availability, Privacy and Contact, the results show that the overall expectation value is higher than the perception value (reality) and the Q ≤ 1 value is 0.68. In the IPA method, a cartesian diagram is obtained in each quadrant. The results on CSI get a value of 64.21% with a fairly satisfied category. Therefore, the application does not meet the standards or cannot be said to be good because it does not meet the standards of user expectations
Analysis of User Satisfaction with the Mnet Plus Application Using the End-User Computing Satisfaction Method Gunawan Witjaksono; Nanda Silva
Journal of Innovation and Technology Polbeng Series on Informatics (INOVTEK Polbeng - Seri Informatika) Vol. 10 No. 1 (2025): March
Publisher : P3M Politeknik Negeri Bengkalis

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35314/hn781360

Abstract

The development of the global entertainment industry, especially K-pop, has driven innovation in digital applications. Mnet Plus, a mobile-based application, is designed to enhance user experience with various interactive features. Mnet Plus created a communication platform that provides an experience for global users to enjoy K-pop content. However, in its use, there are still several problems that make users less satisfied with the application. This issue is important to address because user satisfaction is the main indicator of an application's success and can influence loyalty and continued use. This research aims to determine the level of user satisfaction and the factors influencing it on the Mnet Plus application. This research uses a quantitative approach and the End User Computing Satisfaction (EUCS) method with five variables, namely content, accuracy, format, ease of use, and timeliness. Data collection was carried out by distributing questionnaires to users of the Mnet Plus application and then processing it using the SPSS 25 program for further analysis. The results of the analysis that was carried out show that of the five hypotheses that were partially tested, two hypotheses were rejected, namely the content and format variables. Simultaneously, the five variables have a significant effect on user satisfaction of the Mnet Plus application. The practical implication of these findings is the need for application developers to prioritize technical performance improvements, interface simplification, and feature timeliness.

Page 38 of 55 | Total Record : 543

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