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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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Development of Android-Based Management Information System Application for Student Final Project Services Mukhammad Rivaldi Ghani; Dwi Sukma Donoriyanto
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: 10.35314/7mxq6g03

Abstract

The final project service system in the Industrial Engineering Study Program at Universitas Pembangunan Nasional "Veteran" East Java is designed to support the administrative operations performed by both lecturers and students. However, the current system still relies on conventional methods such as Google Forms, email, and WhatsApp, which complicate the processes of submitting pre-proposals, proposal seminars, and result seminars. Therefore, a management information system is needed to integrate all final project service processes into a single application. The objective of this study is to develop a design for a final project management application for students of the Industrial Engineering Study Program at UPN "Veteran" East Java, based on Android. The application is designed using the Rapid Application Development (RAD) method, which consists of three stages: Requirements Planning, Design Workshop, and Implementation. The system design includes the use of context diagrams, Entity Relationship Diagrams (ERD), and Data Flow Diagrams (DFD) to illustrate the data flow. Verification and validation tests show that all features of the application function as intended. This application is expected to facilitate and streamline the management of final project submissions, making the service more effective and efficient.
Analysis of Student Satisfaction in Axioo Class Program Towards LMS UPMYSKILL using Technology Acceptance Model Atiek Zahratul 'Ulum; Suprih Widodo
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: 10.35314/2040yg17

Abstract

In the context of e-learning development, this study attempts to determine the factors that influence student satisfaction with UpMySkill Learning Management System (LMS). Furthermore, this study explores the problems faced by students in the Axioo Class Program (ACP) and builds a hypothesis that perceived usefulness (PU) and ease of use (PEOU) have an impact on behavioural intention (BU), attitude towards use (ATU), and actual use (AU). Slovin and purposive sampling methods were used to select 313 students in total, and data collection took place between December 20 and 27, 2024. Cronbach's Alpha was used to assess the reliability and validity of the instruments. PLS-SEM analysis revealed that PEOU had a positive effect on PU, while PU had a substantial effect on ATU (β = 0.700; p < 0.001) and AU. 55% of the variation in BU and 47.3% of the variation in student satisfaction can be explained by this model. Improving interactive features, providing real-time technical assistance, and streamlining the LMS design are some suggestions to improve the quality of UpMySkill
Optimization of Intrusion Detection System with Machine Learning for Detecting Distributed Attacks on Server Teddy Yuliswar; Ikhwana Elfitri; Onno W purbo
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/vem9da98

Abstract

This study develops an intrusion detection system optimized with machine learning techniques for efficient and effective detection of Distributed Denial-of-Service (DDoS) attacks. Using the Decision Tree algorithm, the system is designed to maximise accuracy in the identification and classification of DDoS attacks. The CIC-DDoS2019 dataset, which consists of various comprehensive simulated attack scenarios, is used as the basis for training and validation, providing the model with robust capabilities in recognizing DDoS attacks with high accuracy. This IDS successfully achieved a 100% detection rate, which is a significant result in the network security environment. The system is integrated into the existing network infrastructure, monitoring data flows in real-time and performing predictive analysis to detect early indications of attacks. Each attack detection immediately triggers a notification sent via a Telegram bot, ensuring that the security team can react quickly to isolate and address the attack. These notifications include details such as the source, type of attack, detection time, and involved protocol information, enabling more informed and strategic response actions. The use of Telegram bots for real-time communication not only enhances the speed of response to threats but also supports system scalability by facilitating adjustments and integration across various operational scenarios. The system's quick detection and response is a big step forward for machine learning-based intrusion detection systems (IDS). It provides opportunities for further research and practical applications that can adapt to various digital security scenarios.
Analysis of the Performance Quality of the Information System and Information Technology of the Shopee Application Using Cobit 2019 Kevin Fransisco; Hendry
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/c7ne4c42

Abstract

This research analyzes the quality of information system and information technology performance in the Shopee application using the COBIT 2019 framework. This research uses quantitative methods by collecting Likert scale-based questionnaire data, which was distributed to 112 respondents from Satya Wacana Christian University students class of 2020-2023. The technical analysis includes validity tests, reliability tests, t-tests, and ANOVA, with the |aim of determining the rel| relationship between gender |and cl|ass v|ari|ables on user s|atisf|action. The rese|arch results show th|at aspects of responsiveness and empathy h|ave |a signific|ant influence on user s|atisf|action, with a value of t = 1.685 (men) and t = 1.698 (women), as well as a p-value > 0.05 which shows there is no signific|ant difference based on gender. The 2019 COBIT Evaluation shows weaknesses in IT risk management, and optimization of IT resources, as well as the need to improve data security and customer service systems, and optimization of IT infrastructure. This research contributes to understanding the application of COBIT 2019 in IT govern|ance in e-commerce and provides recommendations for improvements for Shopee in improving user experience. The limit|ation of this research is | that the s| sample is limited to one institution and a certain period, so the results cannot be widely generalized.
Implementation of the Profile Matching Method in the South Sumatra PON Basketball Player Selection Decision Support System Aditya tri wulandari tya; Parjito
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: 10.35314/0hs3hb58

Abstract

Basketball is a popular sport in Indonesia which is ranked third after badminton and football. Basketball is a platform for young people to channel their talents and develop playing skills, especially in South Sumatra Province. In selecting South Sumatra basketball players, an accurate and structured selection process is needed to get quality players. However, player selection is often still carried out by appointing players, which has the potential to cause inaccuracies in player selection. This research implements the Profile Matching method in a decision support system to select player selection based on predetermined criteria, such as physical and technical. The Profile Matching method works by comparing each candidate's profile with a predetermined ideal standard. The calculation is carried out by determining the gap value between the player criteria and the expected standards, then ranking is carried out to obtain accurate and transparent selection results. The research results show that the Profile Matching method is able to increase better accuracy in player selection compared to player appointment selection. In this way, the Profile Matching method helps management make more appropriate decisions and can be a good solution in improving the quality of the South Sumatra basketball team.
Decision Support System for Business Location Selection using the AHP Method Based on Android Hizkia Hendra Rianingsih; Widyastuti Andriyani
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/z5xfh608

Abstract

The selection of a strategic business location is a crucial factor in the success of an enterprise. However, the decision-making process for choosing a location often involves various complex criteria that require careful analysis. This study aims to develop an Android-based Decision Support System (DSS) to assist entrepreneurs in selecting an optimal business location using the Analytical Hierarchy Process (AHP) method. AHP is chosen for its ability to break down complex problems into a hierarchy and quantitatively evaluate each criterion. The system is designed to allow users to easily access and operate the DSS through mobile devices. The criteria used in the location selection process include accessibility, cost, demographics, competition, security, infrastructure, regulations, and growth potential. Each criterion is weighted using pairwise comparisons, enabling objective and comprehensive assessments. The Android-based implementation allows for flexibility, enabling users to make decisions efficiently anytime and anywhere. System testing results indicate that the application can provide accurate business location recommendations based on the desired criteria, and it features a user-friendly interface. This Android-based DSS is expected to be a practical solution for supporting business decision-making processes quickly and accurately.
Customer Data Management For Citynet Using Geolocation-Based Internet Broadband Registration Form Application Alfiano Aldo Pamungkas; Kustiyono
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: 10.35314/60hw1d67

Abstract

This study aims to address the inefficiencies in CityNet's customer data management by developing a geolocation-based registration form application. Currently, CityNet relies on Google Forms for data collection and WhatsApp for location sharing, leading to inaccuracies, inefficiencies, and delays in the installation process. The proposed system integrates geolocation to automatically capture customer locations, reducing input errors and streamlining data processing. This research follows the waterfall development model, encompassing needs analysis, system design, implementation, and usability testing involving CityNet administrators and customers. The results indicate an 80% reduction in input errors and a 30% improvement in operational efficiency. Additionally, the system seamlessly integrates with Google Spreadsheet, Telegram, and email, ensuring real-time data synchronisation and faster response times. While the application significantly enhances CityNet's operational workflow, challenges such as user adoption and dependency on internet connectivity remain. This study provides a scalable solution for broadband providers seeking efficient customer data management with location-based automation.
Sentiment Analysis of Lazada Marketplace User Ratings with Naïve Bayes and Support Vector Machine Methods Sugeng Setyabudi; Enny Aryanny
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/sww8cg21

Abstract

This research analyzes the sentiment of Lazada Marketplace users using Naïve Bayes and Support Vector Machine (SVM) methods. This sentiment analysis is important to understand customer perceptions, which can help Lazada in developing service improvement strategies and business policies. Data was obtained through web scraping, resulting in 5,261 comments divided into 80% training data and 20% test data. The text preprocessing process includes cleaning, case folding, stopword removal, tokenizing, and stemming to ensure the data is cleaner and more structured. The test results show that SVM performs better with 75% accuracy, 74% precision, 86% recall, and 79% F1-score, compared to Naïve Bayes which has 72% accuracy, 75% precision, 76% recall, and 76% F1-score on positive sentiment. The confusion matrix evaluation shows that SVM is more consistent in classifying positive, neutral, and negative sentiments. Word cloud visualization on negative sentiment revealed that the main customer complaints were related to the app, late delivery, and product mismatch. These findings can be used by Lazada to improve service quality by improving the technical aspects of the app, optimizing logistics, as well as improving quality control of products sold by the store to increase customer satisfaction and user loyalty.
Analysis Of Library Visitors' Interest Using Factor Analysis And Discriminant Analysis Hery Santono; Eko Sediyono; Hindriyanto Dwi Purnomo
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/g3vb2a79

Abstract

The relevance of libraries as learning centers, gathering places for the scientific community, and access points for resources not always available online underscores the importance of understanding the factors that influence library visitor interest. This study aims to analyze the factors impacting visitor interest using Factor Analysis and Discriminant Analysis. The key factors explored include service quality, comfort of facilities, quality of book collections, access to digital technology, and frequency of visits. Data was collected through surveys conducted with 500 library visitors across five different locations over a three-month period. Factor Analysis revealed that comfort factors and access to technology were the most significant variables influencing visitor interest, accounting for 65% of the variance in visitor behavior. Discriminant Analysis further classified visitors into high and low interest groups, showing that library facilities were the primary differentiator between these two groups. The study found that visitors with high interest were more likely to be influenced by the library's physical comfort and technology access, while those with low interest were less engaged with the library's services. This research provides valuable insights for library managers to enhance services, optimize library environments, and incorporate technological advancements to increase visitor engagement. It also contributes to the theoretical understanding of library management by identifying key factors that affect visitor interest, which can inform future strategies in the field. However, this study is limited by its cross-sectional nature, and the results may not be generalizable to other regions or visitor demographics. Future research could explore longitudinal data to assess how visitor preferences evolve over time.
Togaf Analysis in Bengkalis State Polytechnic Laboratory Information Systems Design Khairus suhada; Wirta Agustin; Rahmaddeni; Unang Rio
Journal of Innovation and Technology Polbeng Series on Informatics (INOVTEK Polbeng - Seri Informatika) Vol. 10 No. 2 (2025): July
Publisher : P3M Politeknik Negeri Bengkalis

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35314/0hz5q194

Abstract

Laboratories in educational institutions have an important role in supporting learning and research. However, effective and efficient laboratory management is still a challenge, especially in recording inventory and managing consumables (BHP). The Bengkalis State Polytechnic Informatics Engineering Laboratory already has an application system, but there are still limitations in recording monthly BHP usage, borrowing facilities, and proposing equipment procurement. This research aims to design a blueprint for an integrated laboratory information system using The Open Group Architecture Framework (TOGAF) Architecture Development Method (ADM). This approach is applied to phase F: Migration Planning, which includes requirements analysis, business architecture design, information system architecture, as well as strategy and migration implementation. The results of this research produce a blueprint for a system information laboratory that includes application design, technology recommendations, and implementation stages that can be used as a guide in system development. This blueprint is expected to increase laboratory management efficiency by optimizing inventory recording, procurement planning and maintenance of laboratory services. In addition, the TOGAF ADM approach used can be adapted for laboratories in other educational settings that have similar needs.

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