Vol. 6 No. 3 (2026): Brilliance: Research of Artificial Intelligence, Article Research August 2026

This volume comprises 25 articles authored by 82 individuals from 15 Educational institutions in Indonesia, including: Royal Asahan University (North Sumatra), Jambi University, Padang State Polytechnic, Malikussaleh University, Dinamika Bangsa University, Multimedia Nusantara University, Tanah Laut State Polytechnic, Widyatama University, Atma Luhur Institute of Science and Business, PGRI Semarang University, STMIK Pesat Nabire, Multi Data Palembang University, Indonesia University of Education, Ibnu Sina University, and Lhokseumawe State Polytechnic.

DOI: https://doi.org/10.47709/brilliance.v6i3

Published: 2026-07-03

Articles

Information System Stock And Chain Supply Smart Platform Web Rule-Based On Store Break Split Ade Wm

Nofita Elfina, Rizaldi, Parini

323-332
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DOI : https://doi.org/10.47709/brilliance.v6i3.8452
Application of Decision Trees for Predicting High-Risk Pregnancies at the Sukarame Community Health Center

Nicken Saskia Maharani, Mardalius, Ari Dermawan

333-342
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DOI : https://doi.org/10.47709/brilliance.v6i3.8498
Indonesian Online News Topic Classification Using Naive Bayes and Support Vector Machine

Winando Parbo Kusuma, Pradita Eko Prasetyo Utomo, Mutia Fadhila Putri

343-353
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DOI : https://doi.org/10.47709/brilliance.v6i3.8905
Analysis Of Best-Selling Accessories In The Wiwid Collection Using The Moora Method

Susana, Fauriatun Helmiah, Maulana Dwi Sena

354-364
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DOI : https://doi.org/10.47709/brilliance.v6i3.8538
Analysis Of Consumer Satisfaction Of Smartphone Repair Services At Samsung Service Center Using SAW

Fahmi Fatdhlurrahman Manurung, Dewi Anggraeni, Rohminatin

365-373
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DOI : https://doi.org/10.47709/brilliance.v6i3.8760
Design and Implementation FTTH GPON Network Design Based on Attenuation Measurement and Optisystem Modeling

Aprinal Adila Asril, Popy Maria, Ummul Khair, Silfia Rifka, Sri Nita

374-382
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DOI : https://doi.org/10.47709/brilliance.v6i3.8946
Topic Classification on Twitter Using a Multi-View Graph Neural Network (GNN) Model

Dhea Sila Mukti, Rizal Tjut Adek, Cut Agusniar

383-391
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DOI : https://doi.org/10.47709/brilliance.v6i3.9061
Design and Performance Analysis of GPON-Based FTTH Network in Sikucur Barat Padang Pariaman Regency

Uzma Septima, Rikki Vitria, Ratna Dewi, Ramiati, Yola Febrilla

392-399
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DOI : https://doi.org/10.47709/brilliance.v6i3.8877
Public Sentiment Analysis on Ethanol-Blended Fuel News Using Support Vector Machine and Naïve Bayes

Muhammad Khadafi, Riza Pahlevi, Eni Rohaini

400-408
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DOI : https://doi.org/10.47709/brilliance.v6i3.9007
AI Social Interaction, Experience, and AI Literacy in Identifying AI Content among Jabodetabek Users

Dani Surya Wijaya, So Yohanes Jimmy, Trihadi Pudiawan Erhan

409-415
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DOI : https://doi.org/10.47709/brilliance.v6i3.9033
Principal Component Optimization for Random Forest-Based Classification of Palm Oil Leaf Disease Images

Oky Rahmanto, Veri Julianto, Ahmad Rusadi Arrahimi

416-421
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DOI : https://doi.org/10.47709/brilliance.v6i3.7552
Performance Evaluation of OSPF and EIGRP Routing Protocols for Scalable Distributed Network Environments

Akbar Maulana Mubarak, Atep Aulia Rahman

422-430
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DOI : https://doi.org/10.47709/brilliance.v6i3.9065
Early Detection of Chili Leaf Diseases Using Convolutional Neural Network Based on Leaf Images

Alam Bahari, Fadlisyah, Hafizh Al Kautsar Aidilof

431-438
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DOI : https://doi.org/10.47709/brilliance.v6i3.8627
Ablation-Based Machine Learning Framework for Body Mass Index Classification

Sechdyna Aura Tursyna, Harrizki Arie Pradana

439-447
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DOI : https://doi.org/10.47709/brilliance.v6i3.8851
Decision Support System For Work Training Selection At Department Of Labor Asahan AHP Method

Yunika Afrianti, William Ramdhan, Wan Mariatul Kifti

448-456
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DOI : https://doi.org/10.47709/brilliance.v6i3.9256
Classification Of Palm Oil Fruit Maturity Using CNN And Multiclass SVM In Ara Bungong Village

Zahrul Laina, Zahratul Fitri, Cut Agusniar, Nurdin, Rini Meiyanti

457-462
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DOI : https://doi.org/10.47709/brilliance.v6i3.9265
SAW Method In Determining Social Assistance Recipients At The Bandar Pasir Mandoge Subdistrict Office

Selvia Angreini, Yori Apridonal M, Amalia

463-472
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DOI : https://doi.org/10.47709/brilliance.v6i3.9276
Development of a Hybrid ConvNeXt-BiLSTM Model Based on Segment-Level Mel-Spectrograms for AI-Generated Song Detection

Dimas Aditya Saputra, Nugroho Dwi Saputro, Ramadhan Renaldy

473-484
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DOI : https://doi.org/10.47709/brilliance.v6i3.9372
Implementation of a Real-Time Leadership Schedule Dashboard for Government Agenda Monitoring

Usman Arfan, Anjarwati

485-494
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DOI : https://doi.org/10.47709/brilliance.v6i3.9447
The Effect of WebQual 4.0 Dimensions on SIMPONI User Satisfaction

Chriestina, Ahmad Farisi, Dafid, Adit Jansa

495-501
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DOI : https://doi.org/10.47709/brilliance.v6i3.9452
GIS-Based Spatio-Temporal Analysis of Recorded Tuberculosis Cases and Priority Areas in Nabire Regency

Gunawan Prayitno, Isa Bryan Imbiri

502-510
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DOI : https://doi.org/10.47709/brilliance.v6i3.9295
Fine-Grained Classroom Activity Recognition via Detection, Head-Pose, and Appearance Fusion

Yaya Wihardi, Raffi Ardhi Naufal, Meutia Jasmine Annisa Herawan, Rani Megasari

511-524
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DOI : https://doi.org/10.47709/brilliance.v6i3.9453
Analysis and Simulation of OSPF Dynamic Routing on RRI Lhokseumawe Network

Nanda Sitti Nurfebruary, Rosmida, Fidyatun Nisa, Muhammad Ikhwani

525-533
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DOI : https://doi.org/10.47709/brilliance.v6i3.9471
Optimization of Motorcycle Stock and Distribution Using the Apriori Method

Weni Lestari Putri, Nanda Jarti , Elsha Dellista Ashofie, M. Raihan Faiz Fadlillah

534-542
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DOI : https://doi.org/10.47709/brilliance.v6i3.9464
Performance Comparison of Fuzzy-PID and MPC for Cascade Water Tank Control Systems

Yuli Mauliza, Ghiyalti Novilia, Ibnu Khaldun, Muhammad Azzahari, M. Basyir

543-551
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DOI : https://doi.org/10.47709/brilliance.v6i3.9541

Vol. 6 No. 3 (2026): Brilliance: Research of Artificial Intelligence, Article Research August 2026

Articles

Information System Stock And Chain Supply Smart Platform Web Rule-Based On Store Break Split Ade Wm

Application of Decision Trees for Predicting High-Risk Pregnancies at the Sukarame Community Health Center

Indonesian Online News Topic Classification Using Naive Bayes and Support Vector Machine

Analysis Of Best-Selling Accessories In The Wiwid Collection Using The Moora Method

Analysis Of Consumer Satisfaction Of Smartphone Repair Services At Samsung Service Center Using SAW

Design and Implementation FTTH GPON Network Design Based on Attenuation Measurement and Optisystem Modeling

Topic Classification on Twitter Using a Multi-View Graph Neural Network (GNN) Model

Design and Performance Analysis of GPON-Based FTTH Network in Sikucur Barat Padang Pariaman Regency

Public Sentiment Analysis on Ethanol-Blended Fuel News Using Support Vector Machine and Naïve Bayes

AI Social Interaction, Experience, and AI Literacy in Identifying AI Content among Jabodetabek Users

Principal Component Optimization for Random Forest-Based Classification of Palm Oil Leaf Disease Images

Performance Evaluation of OSPF and EIGRP Routing Protocols for Scalable Distributed Network Environments

Early Detection of Chili Leaf Diseases Using Convolutional Neural Network Based on Leaf Images

Ablation-Based Machine Learning Framework for Body Mass Index Classification

Decision Support System For Work Training Selection At Department Of Labor Asahan AHP Method

Classification Of Palm Oil Fruit Maturity Using CNN And Multiclass SVM In Ara Bungong Village

SAW Method In Determining Social Assistance Recipients At The Bandar Pasir Mandoge Subdistrict Office

Development of a Hybrid ConvNeXt-BiLSTM Model Based on Segment-Level Mel-Spectrograms for AI-Generated Song Detection

Implementation of a Real-Time Leadership Schedule Dashboard for Government Agenda Monitoring

The Effect of WebQual 4.0 Dimensions on SIMPONI User Satisfaction

GIS-Based Spatio-Temporal Analysis of Recorded Tuberculosis Cases and Priority Areas in Nabire Regency

Fine-Grained Classroom Activity Recognition via Detection, Head-Pose, and Appearance Fusion

Analysis and Simulation of OSPF Dynamic Routing on RRI Lhokseumawe Network

Optimization of Motorcycle Stock and Distribution Using the Apriori Method

Performance Comparison of Fuzzy-PID and MPC for Cascade Water Tank Control Systems

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