Vol. 11 No. 1 (2026): February

This issue has been available online since March 2026 as the regular issue of Volume 11, Number 1, 2026. All articles in this issue (42 original research articles) were authored/co-authored by 109 authors representing 24 academic and research institutions across Indonesia. The contributions reflect current advances in artificial intelligence, data science, machine learning, computer vision, blockchain applications, information systems, cybersecurity, software engineering, digital transformation, and intelligent decision support systems.

Published: 28-02-2026

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Articles

Development of Worker Network Information System at the Batu City Manpower Using the Prototyping Method

👤 Okta Ramji Saputra , University of Muhammadiyah Malang
👤 Wildan Suharso , University of Muhammadiyah Malang

1-12
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Development of a Blockchain-Based Learning Management Systems for Digital Learning Transparency

👤 Revo Rahmat , Pembangunan Jaya University
👤 Safitri Jaya , Pembangunan Jaya University

13-23
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Application of Non-Fungible Tokens and ERC-1155 Algorithm in Digital Certificate Verification Process

👤 Azkaarahiilahardi , Pembangunan Jaya University
👤 Safitri Jaya , Pembangunan Jaya University

24-33
- pdf
LoRA Enhanced Sentiment Aware Topic Modeling for Indonesian Generative AI Perception

👤 Wisnu Ginanjar Saputra , Muria Kudus University
👤 Noor Latifah , Muria Kudus University
👤 Fajar Nugraha , Muria Kudus University

34-43
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Analysis and Development of a School Platform with a User Experience Approach at Samirejo 3 Elementary School

👤 Zuliana Nurul Jannah , Muria Kudus University
👤 Aditya Akbar Riadi , Muria Kudus University
👤 Rizkysari Meimaharani , Muria Kudus University

44-54
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Classification of Diabetic Retinopathy Using ShuffleNet V2 and Real-ESRGAN with CLAHE Image Enhancement

👤 Nicholas Edison , Multi Data Palembang University
👤 Tinaliah , Multi Data Palembang University

55-64
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Assessing the Impact of Image Preprocessing on Convnext Performance for Waste Classification

👤 Ivander Destian Luis , Multi Data Palembang University
👤 Tinaliah , Multi Data Palembang University

65-74
- pdf
Classification Of Ulos Fabric Motifs Using MobileNetV3-Small Architecture

👤 Mecha Bella Permata Sihombing , Multi Data Palembang University
👤 Siska Devella , Multi Data Palembang University

75-84
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Detection of Coffee Bean Defects in Speciality Coffee Association Standards using YOLOv12

👤 Hocwin Hebert , Multi Data Palembang University
👤 Derry Alamsyah , Multi Data Palembang University

85-95
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Plagiarism Detection in English Academic Documents using a Lexical Semantic Hybrid and Support Vector Machine

👤 Callista Virginia , Multi Data Palembang University
👤 Derry Alamsyah , Multi Data Palembang University

96-107
- pdf
Comparative Analysis of Random Forest and Xgboost Performance for Network Flow-Based Malware Classification

👤 Fajar Adji Wicaksana , Dian Nuswantoro University
👤 Chaerul Umam , Dian Nuswantoro University

108-115
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Performance Analysis of MobileNetV2 and GhostNetV2 in Classifying Cervical Cancer Images in the SIPaKMeD Dataset

👤 Shela , Multi Data Palembang University
👤 Siska Devella , Multi Data Palembang University

116-127
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Ensemble-Based Machine Learning for Improving Local Weather Prediction Accuracy in Batam, Indonesia

👤 Hendi Sama , Batam International University
👤 Randy Gumolung , Batam International University
👤 Yefta Christian , Batam International University

128-138
- pdf
Application of EfficientNet Deep Learning with Wiener Filter for Freshwater Fish Disease Image Classification

👤 Christofer Evan Setiawan , Multi Data Palembang University
👤 Tinaliah , Multi Data Palembang University

139-149
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Comparative Evaluation of Preprocessing Techniques in Twitter Sentiment Analysis for Indonesia’s 2024 Regional Elections

👤 Asro , PGRI Banten Polytechnic
👤 Solihin , PGRI Banten Polytechnic

150-159
- pdf
Classification of Herbal Plant Images Using Transfer Learning EfficientNetV2-B3

👤 Rizki Ambarwati , Multi Data Palembang University
👤 Siska Devella , Multi Data Palembang University

160-170
- pdf
Sentiment Analysis E-Wallet Application Services Using the Support Vector Machine and Long Short-Term Memory Methods

👤 Mochammad Dzikri Arya Darmansyah , Informatics Department, University of Dr. Soetomo
👤 Anik Vega Vitianingsih , Informatics Department, University of Dr. Soetomo
👤 Anastasia Lidya Maukar , Industrial Engineering Department, President University
👤 SY. Yuliani , Informatics Department, Multimedia Nusantara University
👤 Seftin Fitri Ana Wati , Information System Department, University of Pembangunan Nasional "Veteran"

171-182
- pdf
Color and Texture Feature Extraction for Disease Identification in Chili Leaves Using K-Nearest Neighbors

👤 Andreyas , Multi Data Palembang University
👤 Derry Alamsyah , Multi Data Palembang University

183-192
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Enhancing Generalization of Tomato Leaf Disease Classification via TDR Model and Field-Conditioned Data Augmentation

👤 Fernando Feliansyah , Multi Data Palembang University
👤 Ery Hartati , Multi Data Palembang University

193-204
- pdf
Banana Leaf Disease Identification Using SqueezeNet Architecture with Convolutional Block Attention Module

👤 Daniel Wijaya , Multi Data Palembang University
👤 Derry Alamsyah , Multi Data Palembang University

205-214
- pdf
Comparison of MobileNetV3-Small and EfficientNetV2-Small for Low-Resolution X-ray Image Classification

👤 Andhika Rizky Cahya Putra , Multi Data Palembang University
👤 Siska Devella , Multi Data Palembang University

215-225
- pdf
Classification of Tomato Fruit Ripeness Level Using Convolutional Neural Network–Support Vector Machine Based on Digital Image

👤 Nelson Saputra Edika , Multi Data Palembang University
👤 Ery Hartati , Multi Data Palembang University

226-235
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Comparative Analysis of Usability and Efficiency of Interface Design Process in Figma and Adobe XD

👤 Muhammad Dyo Haqiqi , Teknokrat Indonesia University
👤 Temi Ardiansyah , Teknokrat Indonesia University

236-245
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Reengineering the Digital Attendance System using Business Process Reengineering Approach at PT. Esa Solusi Mandiri (ESACO)

👤 Jauza Wijdaniah , Muhammadiyah University Malang
👤 Wildan Suharso , Muhammadiyah University Malang

246-253
- pdf
Business Process Reengineering of Child Case Reporting and Approval Integrated With Weighted Triage

👤 Farras Sandy Harsoyo , Muhammadiyah University Malang
👤 Wildan Suharso , Muhammadiyah University Malang

254-265
- pdf
Enhancing Sleep Disorder Prediction Through Feature Engineering and Stacking Ensemble Learning on Imbalanced Lifestyle Data

👤 Richy Julianto , State University of Semarang
👤 Budi Prasetiyo , State University of Semarang

266-275
- pdf
Performance Analysis of YOLOv11 Integrated with Lightweight Backbones (MobileNetV2, GhostNet, ShuffleNet V2) for Cigarette Detection

👤 Kevin Andreas , Multi Data Palembang University
👤 Yohannes , Multi Data Palembang University
👤 Meiriyama , Multi Data Palembang University

276-287
- pdf
Website Utilization to Optimize Kurnia Laundry's UMKM Business Operations in Ogan Ilir

👤 Apriansyah , Muhammadiyah University of Palembang
👤 Dedi Haryanto , Muhammadiyah University of Palembang
👤 Arka Dafa Haqiki , Muhammadiyah University of Palembang
👤 Zulhipni Reno Saputra , Muhammadiyah University of Palembang

288-297
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Implementation of Retrieval-Augmented Generation Method on Large Language Model for Development of Campus Service and Information Chatbot

👤 Muhammad Dzaki Salman , Indonesian University of Science and Technology (USTI)
👤 Rahmaddeni , Indonesian University of Science and Technology (USTI)
👤 Torkis Nasution , Indonesian University of Science and Technology (USTI)
👤 Susanti , Indonesian University of Science and Technology (USTI)

298-309
- pdf
Implementation of MobileNetV4 and Efficient Channel Attention in Anti-Spoofing Face Attack Detection

👤 Rayvin Suhartoyo , Multi Data Palembang University
👤 Yoannita , Multi Data Palembang University

310-319
- pdf
A Comparative Analysis of Deep Learning Models for Stock Price Prediction

👤 I Gusti Ayu Nandia Lestari , Institute of Technology and Business (ITB) STIKOM Bali
👤 Deviana , Institute of Technology and Business (ITB) STIKOM Bali
👤 Tubagus Mahendra Kusuma , Institute of Technology and Business (ITB) STIKOM Bali

320-330
- pdf
Alzheimer's Disease Classification Using the Tabnet Model Enhanced by Hyperparameter Optimization

👤 M Bagus Triyadi , University of Muhammadiyah Malang
👤 Christian Sri Kusuma Aditya , University of Muhammadiyah Malang

331-342
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UNO Studio's Digital Reservation and Payment Process System Uses a Prototype Approach and Midtrans Payment Integration

👤 Rayangga Fariansyah Arkanda , University of Muhammadiyah Malang
👤 Wildan Suharso , University of Muhammadiyah Malang

343-357
- pdf
A PSO-Optimized Stacking Ensemble with Hybrid SMOTE-NC and Tomek Links for Bid-Based Winning Prediction in Procurement Projects

👤 Kokoh Handoko , University of Logistics and International Business (ULBI), Bandung
👤 Agus Purnomo , University of Logistics and International Business (ULBI), Bandung
👤 Erna Mulyati , University of Logistics and International Business (ULBI), Bandung

358-369
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Implementation of AES-128 Encryption for Fingerprint Template Protection in ESP32-Based Biometric Ticketing System

👤 Muhammad Asep Subandri , Bengkalis State Polytechnic
👤 Agus Tedyyana , Bengkalis State Polytechnic
👤 I Gusti Agung Putu Mahendra , Bengkalis State Polytechnic

370-380
- pdf
Application of Genetic Algorithm and Or-Tools for Cloud-Based Course Scheduling Optimization

👤 Salamul Jabbar , Malikussaleh University
👤 Safwandi , Malikussaleh University
👤 Kurniawati , Malikussaleh University
👤 Eva Darnila , Malikussaleh University
👤 Wahyu Fuadi , Malikussaleh University

381-392
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Sentiment Analysis of the Free Nutritious Meal Program Using IndoBERT and RCNN Methods

👤 Ancilla Nebrisca Valonika , Satya Wacana Christian University
👤 Kristoko Dwi Hartomo , Satya Wacana Christian University

393-404
- pdf
Optimising Financial Transparency in the Oregon Cluster through the Development of a Web-Based System and Intelligent AI Chatbot

👤 Tyoffadhil Haidar , Indonesia University of Education
👤 Dian Permata Sari , Indonesia University of Education

405-416
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Comprehensive Analysis: A Review of Loan Origination Systems from Information Systems and Regulatory Perspectives

👤 R. Ali Fajar Saleh , Ekuitas University
👤 Patah Herwanto , Ekuitas University
👤 Harmansyah Nasution , Ekuitas University

417-428
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Strategic Information Systems Planning in the Sheet Glass Distribution Industry

👤 Angelique Stefany Rusli , Satya Wacana Christian University
👤 Hanna Prillysca Chernovita , Satya Wacana Christian University

429-440
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Design of an Intelligent Vehicle Manifest Recording System at the Bengkalis-Sungai Pakning Ro-Ro Ferry Crossing Based on Deep Learning and Optical Character Recognition

👤 Jaroji , Bengkalis State Polytechnic
👤 Danuri , Bengkalis State Polytechnic
👤 Agus Tedyyana , Bengkalis State Polytechnic

441-451
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Applying Clustering Techniques for Customer Segmentation Based on Shipping Behavior, Cost, and Satisfaction in Logistics Services

👤 Jaka Sunara , University of Logistics and International Business (ULBI), Bandung
👤 Agus Purnomo , University of Logistics and International Business (ULBI), Bandung
👤 Maniah , University of Logistics and International Business (ULBI), Bandung

452-462
- pdf

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