Vol. 6 No. 4 (2026): Brilliance: Research of Artificial Intelligence, Article Research November 2026

Articles

• Application Of SCM For Production Process Optimization Pokat Kocok Odan Coal Stone

  Anisa Nurzen, Riki Andri Yusda, Maulana Dwi Sena

  552-561

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  DOI : https://doi.org/10.47709/brilliance.v6i4.9457

• Smart Tourism In Padang: Minangkabau Cultural And Gastronomic Recommendations Using Best First Search

  Eko Amri Jaya, Fabriano Saptodewo, Anintyo Herdadi, Sestri Novia Rizki, Adi Fitrianto, Wida Nofiasari

  562-573

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  DOI : https://doi.org/10.47709/brilliance.v6i4.9479

• Development of a Naive Bayes-Based Android Application for Early Detection of Wasting-to-Stunting Transition Risk

  Nani Hidayati, Saifullah, Zulaini Masruro Nasution

  574-581

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  DOI : https://doi.org/10.47709/brilliance.v6i4.9495

• Information System Ordering Bouquet Custom And Hampers Using The E-CRM Feature Store Giftbysha TanjungBalai

  Dinda Maharani, Neni Mulyani, Nurullita Astriani

  582-590

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  DOI : https://doi.org/10.47709/brilliance.v6i4.9469

• Development Of Smart Lecturer Assessment SPK Using Saw Based On Student Evaluation Data

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

  591-599

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  DOI : https://doi.org/10.47709/brilliance.v6i4.9483

• Decision Support System In Choosing Cellphone Accessories With The SAW Method On Muda Ponsel

  Ajeng Syahfitri, William Ramdhan, Parini

  600-608

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  DOI : https://doi.org/10.47709/brilliance.v6i4.9497

• Performance Analysis of a Software Defined Radio System Using a Handheld Two Way Radio

  Ummul Khair, Popy Maria

  609-616

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  DOI : https://doi.org/10.47709/brilliance.v6i4.9513

• Application Of Support Vector Regression Method In Predicting Rice Prices In Langkat Regency

  Anisa Ratuliza, Dahlan Abdullah, Defry Hamdhana

  617-625

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  DOI : https://doi.org/10.47709/brilliance.v6i4.9527

• Analysis of the Effect of Frequency Band Variation on 4G LTE Coverage and Capacity

  Siska Aulia, Dipal Irpandi, Sri Yusnita, Afrizal Yuhanef, Aprinal Adila Asril

  626-636

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  DOI : https://doi.org/10.47709/brilliance.v6i4.9584

• Clustering Algorithm Comparison and Seasonal Validation for Daily Weather Patterns in Bima Regency

  Wulandari, Rumini

  637-647

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  DOI : https://doi.org/10.47709/brilliance.v6i4.9627

• Choice Of Tutoring Location School Civil Service Using Method Simple Additive Weighting

  Nike Afrilia Situmorang, Muhammad Ardiansyah Sembiring, Indra Ramadona Harahap

  648-657

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  DOI : https://doi.org/10.47709/brilliance.v6i4.9609

• Aspect Discovery and Sentiment Analysis of Bibit Application Reviews Using BERTopic and Transformer Models

  Nyimas Princessa Syapeni, Apriansyah Putra, Ari Wedhasmara, Ken Ditha Tania

  658-669

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  DOI : https://doi.org/10.47709/brilliance.v6i4.9635

• YOLO Vision-Sensor Hybrid Approach for Automated Nutrient Actuation in Smart Greenhouse Melons

  Sutra Wardatul Jannah, Eva Jamiyanti, Amalia Herlina, Febby Ayu Salsabilla

  670-677

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  DOI : https://doi.org/10.47709/brilliance.v6i4.9639

• Applying SAW To Choose A Supplier Charcoal Shell Best In Business Dm. Muliady

  Hafijah Palhaini, Adi Prijuna Lubis, Ruri Ashari Dalimunthe

  678-686

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  DOI : https://doi.org/10.47709/brilliance.v6i4.9628

• AI-Based Secure Network Learning System Development for School Computer Labs

  April Rustianto, Warsono Warsono, Tubagus Rizky Dharmawan, Faqih Murobbie, Hanif Farris Quthb

  687-697

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  DOI : https://doi.org/10.47709/brilliance.v6i4.9595

• Design of a Compact Meander-Line Antenna for LoRa Applications at 920–923 MHz

  Deri Latika Herda, Popy Maria, Everlyn Rahmadina, Gardinia Naz Surya

  698-705

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  DOI : https://doi.org/10.47709/brilliance.v6i4.9651

• A Reliance Index Framework for Proactive Disengagement in Conversational AI

  Wilianto, Yuliana, Albert Suwandhi, Albert Christian, Petrus Hemat Siregar

  706-722

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  DOI : https://doi.org/10.47709/brilliance.v6i4.9656

• Controllable Stable Diffusion Using ControlNet for Stylized Javanese Script Typography Synthesis

  Zidan Amikul Afham, Muhammad Fachrie

  723-732

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  DOI : https://doi.org/10.47709/brilliance.v6i4.9729

• Experimental Performance Comparison of Hierarchical Multi-Hub and Single-Hop Multi-Node LoRa Networks Using Sequential Polling

  Sahid Ridho, Yustini

  733-746

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  DOI : https://doi.org/10.47709/brilliance.v6i4.9632

• Development of an Adaptive Dynamic Extended Access Control List Model for Data Communication Security

  Reski Yulian Fauzan, Ihsan Lumasa Rimra, Ummul Khair

  747-758

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  DOI : https://doi.org/10.47709/brilliance.v6i4.9646

• Crowdsourced Facility Issues Reporting System: A Case Study in Higher Education Institution

  Athiyatul Ulya, Annisa Karima, Liza Afra, Annisya Febriana Lubis, M. Arsaly Athaaf Neutron

  759-769

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  DOI : https://doi.org/10.47709/brilliance.v6i4.9684

• Deployment-Aware Evaluation of a Machine Learning-Based Web Application Firewall for Academic E-Voting Systems

  Muhammad Zainuddin, Achmad Zakki Falani, Hariadi Yutanto

  770-779

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  DOI : https://doi.org/10.47709/brilliance.v6i4.9731

• AI-Based Prediction of Water Vapor Changes from Kalimantan Forest Fires Using Terra MODIS Imagery

  Oktalia Triananda Lovita, Zharifah Muthi’ah, Mohd. Iqbal Muttaqin, Mulyati, Khairunnisa

  780-791

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  DOI : https://doi.org/10.47709/brilliance.v6i4.9749

• Machine Learning-Based Classification of Quranic Verses Based on Islamic Pillars

  Fauzan Azima, Safwandi, Said Fadlan Anshari

  792-798

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  DOI : https://doi.org/10.47709/brilliance.v6i4.9760

• A Multi-Algorithm AIoT Framework for Sustainable Performance Assessment in Rural Banks

  Muhammad Syaukani, Fitria, Yeffriansjah Salim, Muhammad Amin Paris, Surya Eka Priyatna

  799-813

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  DOI : https://doi.org/10.47709/brilliance.v6i4.9802

• Development of a Robotic Arm Using a Convolutional Neural Network for Areca Nut Sorting

  Herizon, Milda Yuliza, Fisla Wirda, Ranti Dina Fitri, Rahmat

  814-820

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  DOI : https://doi.org/10.47709/brilliance.v6i4.9770

• Comparison of Support Vector Machine Optimization Methods for Chili Pepper Nutrient Deficiency Identification

  Ilham Sahputra, Usnawiyah, Athiyatul Ulya, Sirril Muna, Ahmad Rizki

  821-828

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  DOI : https://doi.org/10.47709/brilliance.v6i4.9730

• Analyzing Chatbot Interaction Patterns and Customer Satisfaction Classification Using Text Data

  Dhafin Rizky Trisandy, Rizka Dhini Kurnia, Purwita Sari, Ari Wedhasmara, Apriansyah Putra

  829-837

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  DOI : https://doi.org/10.47709/brilliance.v6i4.9810

• IndoBERTweet-Based Sentiment Analysis of AIESEC Indonesia's Instagram Comments for Brand Image Assessment

  An'nur Aisyah Ghaidah Senjaya Mangkunegara, Apriansyah Putra, Ken Ditha Tania, Mira Afrina

  838-846

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  DOI : https://doi.org/10.47709/brilliance.v6i4.9805

• Implementation of Monitoring and Cooling System to Improve Solar Power Plant Efficiency Based IoT

  Teuku Multazam, Andik Bintoro, Ilham Sahputra, Imam Syahputra Nasution, Dimas Ananda Putra

  847-854

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  DOI : https://doi.org/10.47709/brilliance.v6i4.9809

• Evaluating Informatics Engineering Learning Outcomes Using Weighted Rubrics to Compare Teacher and LLM Scores

  Nurhadi surojudin, Antika Zahrotul Kamalia, Sufajar Butsianto, Refania Meilani Firdos, Bagus Tri Ardiawan

  855-866

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  DOI : https://doi.org/10.47709/brilliance.v6i4.9858

• Integrating Sentinel-2 NDVI and Web GIS for Rice Vegetation Monitoring

  Beny Riswanto, Kusnana, Nursetianti, Agus Sudarmanto, Syaiful Akbar Rizy Mubarok

  867-873

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  DOI : https://doi.org/10.47709/brilliance.v6i4.9878

• Spatio-Temporal Pattern Analysis of White Root Rot Disease in Rubber Plantations Using ST-DBSCAN

  Ela Roza Batubara, Sumarno, Fazli Nugraha Tambunan

  874-883

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  DOI : https://doi.org/10.47709/brilliance.v6i4.9851

• Information Systems Strategic Planning for Computer Science Faculty to Achieve LAM-INFOKOM Excellent Accreditation

  Dicky Pratama, Muhammad Rachmadi, Novan Wijaya, Balqis Muthmainnah

  884-891

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  DOI : https://doi.org/10.47709/brilliance.v6i4.9804

• Analysis and Prediction of MyTelkomsel Complaints Using IndoBERTweet and TimesFM-3 for Service Improvement Prioritization

  Muhammad Syaikh Azka, Apriansyah Putra, Rahmat Izwan Heroza, Ken Ditha Tania

  892-903

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  DOI : https://doi.org/10.47709/brilliance.v6i4.9879

• Implementation of a NEWS 2-Based Early Warning System for Multiparameter Vital Sign Monitoring

  Yultrisna, Aditya Wardhani, Muhammad Al Ghazali

  904-909

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  DOI : https://doi.org/10.47709/brilliance.v6i4.9884