INOVTEK Polbeng - Seri Informatika

About the Journal

Journal of Innovation and Technology Polbeng Series on Informatics

(INOVTEK Polbeng - Seri Informatika)

InitialsISI

ISSN2527-9866

Frequency4 issues per yearFebruaryMayAugustNovember

AccreditationSinta 3

Editor in ChiefAgus Tedyyana, Ph.D.

Managing EditorAfis Julianto, M.Kom

PublisherP3M Politeknik Negeri Bengkalis

Citation AnalysisDOAJGoogle ScholarCrossrefDimensionsSintaGaruda

Aims and Scope

The Journal of Innovation and Technology Polbeng Series on Informatics (INOVTEK Polbeng - Seri Informatika) Politeknik Negeri Bengkalis is an informatics-based scientific research journal. This journal aims to serve as a forum for academics, researchers, and practitioners to disseminate their research findings. 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.

Web and Mobile ComputingImage ProcessingComputer VisionMachine LearningDeep LearningArtificial Intelligence (AI)Intelligent SystemsInformation SystemsDatabasesDecision Support Systems (DSS)IT Project ManagementGeographic Information SystemsInformation TechnologyComputer Networks and SecurityWireless Sensor Networks

Current Issue

Vol. 11 No. 3 (2026): August

This issue has been available online since August 2026 as the regular issue of Volume 11, Issue 3, 2026. All articles in this issue (36 original research articles) were authored/co-authored by 108 author contributions, representing 23 institutions across Indonesia, Malaysia, and Iraq. The contributions cover a wide range of topics in information technology, including artificial intelligence, machine learning, deep learning, computer vision, natural language processing, cybersecurity, information systems, decision support systems, Internet of Things (IoT), web and mobile application development, business intelligence, healthcare technology, educational technology, and digital transformation.

Published: 30-08-2026

Articles

Implementation U-Net for Semantic Segmentation and Perspective Transformation in Floor Tile Virtual Try-On Systems

Fahrul Rozi, Buana Perjuangan Karawang University, Indonesia

Ayu Ratna Juwita, Buana Perjuangan Karawang University, Indonesia

Yusuf Eka Wicaksana, Buana Perjuangan Karawang University, Indonesia

Deden Wahiddin, Buana Perjuangan Karawang University, Indonesia

Sutan Faisal, Buana Perjuangan Karawang University, Indonesia

Dwi Sulistya Kusumaningrum, Buana Perjuangan Karawang University, Indonesia

DOI : https://doi.org/10.35314/68r7wj29

706-716
- pdf
Design and Evaluation of a REST API Backend with Payment Integration for AR Self-Service Retail

Aji Sapta Pramulen, Surabaya State Electronics Polytechnic, Indonesia

Jauari Akhmad Nur Hasim, Surabaya State Electronics Polytechnic, Indonesia

Irma Wulandari, Surabaya State Electronics Polytechnic, Indonesia

Fardani Annisa Damastuti, Surabaya State Electronics Polytechnic, Indonesia

Ibrohim Yofid Fananda, Surabaya State Electronics Polytechnic, Indonesia

DOI : https://doi.org/10.35314/tczw1281

717-729
- pdf
Needs Analysis of a 360° Virtual Tour as Campus Information Medium at STTNF Using PIECES

Annisa Nurul Nabilah, STT Terpadu Nurul Fikri, Indonesia

Jemiro Kasih, STT Terpadu Nurul Fikri, Indonesia

DOI : https://doi.org/10.35314/wgcvc241
- pdf
Optimization of MobileNet Architecture with Ghost Module for Dental Enamel Caries Classification

M. Zaky Naufal Farisky, Multi Data Palembang University, Indonesia

Yohannes, Multi Data Palembang University, Indonesia

DOI : https://doi.org/10.35314/ar0ts195

742-753
- pdf
Application of RCA and AHP to Identify Functional Testing Failures in Loan Origination Systems by QA Engineers

Made Chandra Wahyudi, Pendidikan Ganesha University, Indonesia

I Made Candiasa, Pendidikan Ganesha University, Indonesia

Luh Joni Erawati Dewi, Pendidikan Ganesha University, Indonesia

DOI : https://doi.org/10.35314/4km35n25

754-766
- pdf
Comparative Evaluation of Hand-Engineered Features for CRF-Based Named Entity Recognition in Indonesian Clinical Research Articles

Nurmaya Maya, YARSI University, Indonesia

Rofi Tulus, YARSI University, Indonesia

Nova Eka Diana, YARSI University, Indonesia

Herika Hayurani, YARSI University, Indonesia

Sri Puji Utami Atmoko, YARSI University, Indonesia

Yurika Sandra, YARSI University, Indonesia

DOI : https://doi.org/10.35314/y1v81j78

767-781
- pdf
Comparison of Hyperparameter Optimization Methods for LSTM-Based XAU/USD Forecasting and Web-Based System Implementation

Irsad Nizarudin, Muria Kudus University, Indonesia

Yudie Irawan, Muria Kudus University, Indonesia

Anteng Widodo, Muria Kudus University, Indonesia

DOI : https://doi.org/10.35314/1vywa204

782-793
- pdf
Waste Level Monitoring System Based on Internet of Things Using Long-Range Technology

Rinto Hadi, Budi Luhur University, Indonesia

Agus Wibowo, Budi Luhur University, Indonesia

Dana Indra Sensue, Budi Luhur University, Indonesia

DOI : https://doi.org/10.35314/57dsmj15

794-804
- pdf
A Business Intelligence Approach to Visualizing and Mapping Families at Risk of Stunting Using Microsoft Power BI: Evidence from Bengkulu

Ahmad Fadhila, Bengkulu University, Indonesia

Yudi Setiawan, Bengkulu University, Indonesia

Niska Ramadani, Bengkulu University, Indonesia

DOI : https://doi.org/10.35314/t5xvwd61

805-816
- pdf
Web-Based Job Recommendation Based on LinkedIn Profiles Using Domain-Aware SBERT Retrieval and TF-IDF Reranking

Maharaya Bintangku Aridhana, Pembangunan Jaya University, Indonesia

Prio Handoko, Pembangunan Jaya University, Indonesia

DOI : https://doi.org/10.35314/12r31r31
Implementation Of The Naïve Bayes Method For Skincare Product Recommendations According To Skin Type At Dermakila Clinic

Afilda Maharani, Muria Kudus University, Indonesia

Supriyono, Muria Kudus University, Indonesia

Zainur Romadhon, Muria Kudus University, Indonesia

DOI : https://doi.org/10.35314/krks4h07

817-828
- pdf
Implementation of YOLO26 for Mold Detection on White Bread Based on Digital Imagery

Malvin Hendrawan, Multi Data Palembang University, Indonesia

Yoannita, Multi Data Palembang University, Indonesia

DOI : https://doi.org/10.35314/ybbmhr95

829-840
- pdf
Sentiment Analysis of Indonesia's Economic Acceleration Program 2025 Using Support Vector Machine

Kamelia Lestari, Sriwijaya University, Indonesia

Ermatita, Sriwijaya University, Indonesia

DOI : https://doi.org/10.35314/r2tz5h34

841-852
- pdf
Multi-Platform Healthcare Sentiment Analysis Using Kappa-Validated Lexicon Labelling and SMOTE-Enhanced Naive Bayes

Fikri Hamdhan Dwi Saputra, Muria Kudus University, Indonesia

Fajar Nugraha, Muria Kudus University, Indonesia

Zainur Romadhon, Muria Kudus University, Indonesia

DOI : https://doi.org/10.35314/bn99ce45

853-863
- pdf
Development of a Layered Architecture for a Single-Farm Fish Farming Management System Using Prototype Method

Danuri Danuri, Politeknik Negeri Bengkalis, Indonesia

Jaroji Jaroji, Politeknik Negeri Bengkalis, Indonesia

DOI : https://doi.org/10.35314/6s7f0c21

864-875
- pdf
Performance and User Satisfaction Analysis of Kerobokan Village’s SIPANDU Using IT Balanced Scorecard and EUCS

Putu Ade Pranata, Pendidikan Ganesha University, Indonesia

Gede Indrawan, Pendidikan Ganesha University, Indonesia

I Made Gede Sunarya, Pendidikan Ganesha University, Indonesia

DOI : https://doi.org/10.35314/g3w4mf09

876-890
- pdf
UI/UX Optimization of an Android-Based Waste Management Application Using Design Thinking and the System Usability Scale

Putri Amaliyah, Ngudi Waluyo University, Indonesia

Agung Wibowo, Ngudi Waluyo University, Indonesia

DOI : https://doi.org/10.35314/wws27k59

891-901
- pdf
Random Forest and LightGBM Comparison for Acute Pain Diagnosis Using SMOTE on an Expert-Labeled Dataset

Wayan Andre Pratama, Pendidikan Ganesha University, Indonesia

I Made Gede Sunarya, Pendidikan Ganesha University, Indonesia

Putu Hendra Suputra, Pendidikan Ganesha University, Indonesia

DOI : https://doi.org/10.35314/x2getn56

902-913
- pdf
The Relationship Between Moodle-Based Learning Management System Usage and Employee Knowledge Retention in the Individual Development Program at BPJS Ketenagakerjaan

Muhamad Nursyahal Zein, Indonesia University Of Education, Indonesia

Rian Andrian, Indonesia University Of Education, Indonesia

DOI : https://doi.org/10.35314/1mgy0n50

914-924
- pdf
Sentiment Analysis of User Reviews for the Locket Widget Application on Google Play Store Using the Naive Bayes Classifier

Athia Aisy Bakhita, Muria Kudus University, Indonesia

Arif Setiawan, Muria Kudus University, Indonesia

Eko Darmanto, Muria Kudus University, Indonesia

DOI : https://doi.org/10.35314/s90w5308

925-935
- pdf
POS System Success Evaluation at a Civil Servant Cooperative: DeLone-McLean Evidence and Perceived Paperless Environmental Benefits

Wayan Hesadijaya Utthavi, Politeknik Negeri Bali, Indonesia

Ni Luh Ayu Kartika Yuniastari Sarja, Politeknik Negeri Bali, Indonesia

Kadek Nita Sumiari, Politeknik Negeri Bali, Indonesia

I Ketut Parnata, Politeknik Negri Bali, Indonesia

DOI : https://doi.org/10.35314/79fvv418

936-946
- pdf
Expert System for Detecting Academic Burnout Levels among University Students Using the Certainty Factor Method

Zahrotul Khoiriyah, Muria Kudus University, Indonesia

Arif Setiawan, Muria Kudus University, Indonesia

Muhammad Arifin, Muria Kudus University, Indonesia

DOI : https://doi.org/10.35314/mdwyhb15

948-958
- pdf
Decision Support System for Furniture Product Recommendation Using Item-Based Collaborative Filtering and Min-Max Normalization

KharisatunNisa, Muria Kudus University, Indonesia

Eko Darmanto, Muria Kudus University, Indonesia

Arif Setiawan, Muria Kudus University, Indonesia

DOI : https://doi.org/10.35314/j8dchq29

959-968
- pdf
SHAP and LIME Analysis on CNN-GRU Deep Learning Models for IoT Network Intrusion Detection

Satria Purfie Purnama Putra, Muhammadiyah University of Malang, Indonesia

Denar Regata Akbi, Muhammadiyah University of Malang, Indonesia

DOI : https://doi.org/10.35314/5r93tw26

969-979
- pdf
Weather Prediction Using CNN-LSTM-Based AI for Weather Pattern Analysis in Banten Province

Advani Rayandra Kahfi, Pembangunan Jaya University, Indonesia

Prio Handoko, Pembangunan Jaya University, Indonesia

DOI : https://doi.org/10.35314/ejaw3909

980-989
- pdf
Implementation of Handwritten Digit Recognition Using CNN in an Augmented Reality-Based Geometry Learning Application

Azizah Fauni Saputri, Informatics Department, University of Riau, Indonesia

Feri Candra, Informatics Department, University of Riau, Indonesia

DOI : https://doi.org/10.35314/wfjqak08

990-1000
- pdf
Navigating Deceptive Realities: Public Perceptions and Cybersecurity Threats of Deepfake Technology

Nur Anis Shafiqah Mazlan, Universiti Utara Malaysia, Malaysia

Hapini Awang, Universiti Utara Malaysia, Malaysia

Nur Suhaili Mansor, Universiti Utara Malaysia, Malaysia

Mohamad Fadli Zolkipli, Universiti Utara Malaysia, Malaysia

Bingxin Jin, Indonesia

DOI : https://doi.org/10.35314/fqwbw793

1000-1011
- pdf
Automated Fish Feeding System and Real-Time Water Quality Monitoring Based on Internet of Things for Milkfish Aquaculture

Muhammad Hibrian Wiwi, Muhammadiyah Buton University, Indonesia

La Ode M. Junaidin Sirza, Muhammadiyah Buton University, Indonesia

Virna Astari Wally, Muhammadiyah Buton University, Indonesia

Siti Halija Ulla, Muhammadiyah Buton University, Indonesia

DOI : https://doi.org/10.35314/efdrvx61

1012-1020
- pdf
Comparative Analysis of Performance and Interpretability of XGBoost and TabNet Models in IDS Using XAI

Ahmad Jauharul Ilmi, Muhammadiyah University of Malang, Indonesia

Denar Regata Akbi, Muhammadiyah University of Malang, Indonesia

DOI : https://doi.org/10.35314/js504z34

1021-1030
- pdf
Comparing LSTM, Bi-LSTM, and Transformer Across Feature Scenarios for Rupiah Exchange Rate Forecasting

Titis Chusnul Mahrom, University of Muria Kudus, Indonesia

Andy Prasetyo Utomo, University of Muria Kudus, Indonesia

Soni Adiyono, University of Muria Kudus, Indonesia

DOI : https://doi.org/10.35314/395zyb49

1031-1041
- pdf
Implementation of a Convolutional Neural Network Using VGG19 for Ogan Malay Script Recognition

Steven Liem, Multi Data Palembang University, Indonesia

Hafiz Irsyad, Multi Data Palembang University, Indonesia

DOI : https://doi.org/10.35314/annm4j49

1042-1052
- pdf
Customer Lifetime Value Prediction Using Long Short-Term Memory with RFM-T Features Based on E-Commerce Customer Data

Sabilla Laili Ramadhani Putri, Informatics Department, Dr. Soetomo University, Surabaya, Indonesia, Indonesia

Anik Vega Vitianingsih, Informatics Department, Dr. Soetomo University, Surabaya, Indonesia, Indonesia

Anastasia Lidya Maukar, Industrial Engineering Department, President University, Indonesia

Achmad Muzakki, Information Systems Department, Telkom University, Indonesia

Hewa Majeed Zangana, IT Department, Duhok Technical College, Duhok Polytechnic University, Duhok, Iraq, Iraq

DOI : https://doi.org/10.35314/tp5rrp78

1053-1063
- pdf
Low-Sugar Diet Recommendations for Bangrajan Muay Thai Boxing Athletes Using Collaborative Filtering

Ananda Gilang Ariyanto, Pembangunan Jaya University, Indonesia

Prio Handoko, Pembangunan Jaya University, Indonesia

DOI : https://doi.org/10.35314/wxvz1f16

1064-1074
- pdf
Evaluation Of CNN-LSTM with Attention for Forest Fire Prediction in Indonesia: Challenges of Imbalanced Data

Susandri, Postgraduate of Computer Science, University of Lancang Kuning, Indonesia

Ahmad Zamsuri, Indonesia

Nurliana Nasution, Indonesia

Feldiansyah, Indonesia

Ilzi Adrolis SNR, Indonesia

Firman Hidayat, Indonesia

DOI : https://doi.org/10.35314/6dzf1988

1075-1087
- pdf
Implementation of the C4.5 Decision Tree Algorithm in a Decision Support System for Employee Payroll at PT Hesed

Paulus Erwin Gulo, Faculty of Computer Science and Education, Ngudi Waluyo University, Indonesia

Abdul Rohman, Faculty of Computer Science and Education, Ngudi Waluyo University, Indonesia

DOI : https://doi.org/10.35314/9dgpf822

1088-1098
- pdf
Production and Evaluation of 360° 3D Assets Using a Mini Booth and CR-Scan Ferret

Ibrohim Yofid Fananda, Department of Creative Multimedia Technology, Politeknik Elektronika Negeri Surabaya, Indonesia

Aji Sapta Pramulen, Department of Creative Multimedia Technology, Politeknik Elektronika Negeri Surabaya, Indonesia

Jauari Akhmad Nur Hasim, Department of Creative Multimedia Technology, Politeknik Elektronika Negeri Surabaya, Indonesia

Phafad Unggul Handayu, Department of Creative Multimedia Technology, Politeknik Elektronika Negeri Surabaya, Indonesia

Irma Wulandari, Department of Creative Multimedia Technology, Politeknik Elektronika Negeri Surabaya, Indonesia

DOI : https://doi.org/10.35314/7djb7k16

1099-1111
- pdf
Web-Based Customer Loyalty Point System Using QR Code with Whatsapp Notification and Reward Management at Bismole Elektrik Store

Qatrhunnada Abiyu Akhdan, Muria Kudus University, Indonesia

Aditya Akbar Riadi, Muria Kudus University, Indonesia

Ahmad Abdul Chamid, Muria Kudus University, Indonesia

DOI : https://doi.org/10.35314/apv6sm19

1112-1122
- pdf
DRASTIC: Big Data Quality in Big Data Integration

Muhammad Noor, Universiti Utara Malaysia, Malaysia

Fauziah Baharom, Universiti Utara Malaysia, Malaysia

Haslina Mohd, Universiti Utara Malaysia, Malaysia

DOI : https://doi.org/10.35314/ajd50z21

1126-1135
- pdf