Vol. 5 No. 2 (2025): Brilliance: Research of Artificial Intelligence, Article Research November 2025

Articles

• Prototype of Car Washing Automation and Monitoring System Using Outseal PLC and Modbus HMI

  Gusti Randa Affinda Putra, Ezwarsyah, Raihan Putri, Badriana, Rosdiana

  613-618

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  DOI : https://doi.org/10.47709/brilliance.v5i2.6465

• An Integration Study of MANET and VANET for Communication in Smart Cities

  Ajeng Mayang, Yudi Barnadi, Ase Suryana

  619-622

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  DOI : https://doi.org/10.47709/brilliance.v5i2.6476

• Utilizing TikTok for Digital Branding in Construction: A Case Study of Havana Sulung

  Dimas Setiawan, Ridho Pamungkas, Mei Lenawati, Noordin Asnawi, Galang Romadhona

  623-627

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  DOI : https://doi.org/10.47709/brilliance.v5i2.6556

• Profit Prediction for Skincare Resellers Using the Exponential Smoothing Method

  Nita Cahyani, Rahmat Irsyada, Azharil Firman, Fatuh Inayaturohmat, Retta Farah Pramesti

  628-635

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  DOI : https://doi.org/10.47709/brilliance.v5i2.6585

• Designing AI-Based 3D Animation to Inspire Young Entrepreneurs at Bina Bangsa

  Wahyudin, Nurhasan Nugroho, Ahmad Munawir

  636-645

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  DOI : https://doi.org/10.47709/brilliance.v5i2.5227

• Implementation of AI in Animated Health Education Film to Overcome Hospital Anxiety

  Rudi Setiawan, Nurhasan Nugroho, Gerald Untirtha Pratama

  646-654

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  DOI : https://doi.org/10.47709/brilliance.v5i2.4700

• Classification Sentiment Toward the Indonesian National Soccer Team on Twitter Using Text Mining Transformation

  Jie Catur Nugraha, Azizah Zakiyah

  655-662

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  DOI : https://doi.org/10.47709/brilliance.v5i2.6593

• A Dental Chatbot Based on IndoBERT with Next Sentence Prediction and Intent Classification

  Nadhief Athallah Isya, Rasim, Ani Anisyah

  663-673

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  DOI : https://doi.org/10.47709/brilliance.v5i2.6620

• A Mobile-Based Expert System for Glaucoma Diagnosis Using the Naive Bayes Algorithm

  Amelia, Fajar Novriansyah Yasir, Sukmawati

  674-681

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  DOI : https://doi.org/10.47709/brilliance.v5i2.6633

• Expert System for Diagnosing Phone Damage with Repair Shop Recommendations Using CF Method

  Willyadam Saad As’saidy, Fajar Novriansyah Yasir, Tri Bondan Kriswinarso

  682-688

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  DOI : https://doi.org/10.47709/brilliance.v5i2.6648

• Intelligent News Aggregation System with Automatic Classification, Clustering, and Summarization

  Ihsan Ghozi Zulfikar, Yudi Wibisono, Asep Wahyudin

  689-696

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  DOI : https://doi.org/10.47709/brilliance.v5i2.6712

• Stock Price Prediction Using the ETSFormer Model Case Study: PTBA

  Muhammad Azka Atqiya, Lala Septem Riza, Ani Anisyah

  697-702

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  DOI : https://doi.org/10.47709/brilliance.v5i2.6729

• Designing a 3D Animation-Based Promotional Video for Sublimation Fabric Product of Asietex

  Maya Silva, Hamdan, Sunardi

  703-712

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  DOI : https://doi.org/10.47709/brilliance.v5i2.6734

• Benchmarking GPU Passthrough Performance on Docker for AI Cloud System

  Ahmad Faisal Sani, Rifa Khoirunisa, Darmawan Lahru Riatma, Yusuf Fadlila Rachman, Masbahah

  713-718

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  DOI : https://doi.org/10.47709/brilliance.v5i2.6794

• Implementation of Machine Learning Virtual Medical Assistant Using NLP for Stunting and Healthcare Efficiency in Simalungun

  Abdi Rahim Damanik, P.P.P.A.N.W.Fikrul Ilmi R.H.Zer, Rahmat Zulpani, Egi Batubara

  719-726

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  DOI : https://doi.org/10.47709/brilliance.v5i2.6475

• Development of an Academic Services Chatbot Based on Retrieval-Augmented Generation (RAG)

  Mohammad Labib Husain, Yudi Wibisono, Ani Anisyah

  727-735

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  DOI : https://doi.org/10.47709/brilliance.v5i2.6719

• The Use of Photodiode Sensors to Detect Sugar Levels in the Human Body

  Muharratul Mina Rizky, Depi Ginting, T Sukma Achriadi Sukiman

  736-741

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  DOI : https://doi.org/10.47709/brilliance.v5i2.6318

• Development of Sustainable Curriculum Management System with Server-Driven Go and Next.js

  Adi Fitrianto, Farel Artanto Kangadi, Sestri Novia Rizki, Verra Budhi Lestari, Eko Amri Jaya

  742-750

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  DOI : https://doi.org/10.47709/brilliance.v5i2.5381

• Implementation of Data Mining for Analyzing Consumer Purchasing Patterns at TeTa Ino Cafe

  Theresia Elvita Tjia, Fajar Novriansyah Yasir, Shindy Ekawati

  751-760

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  DOI : https://doi.org/10.47709/brilliance.v5i2.6767

• Facial Recognition Software for Employee Presence Using Convolutional Neural Network with InceptionV3 Architecture

  Nicholas, Muhammad Ezar Al Rivan

  761-772

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  DOI : https://doi.org/10.47709/brilliance.v5i2.6769

• Optimizing Bit Depth for Longan Seedling Identification Using ANN and GLCM

  Rizki Andika, Gasim, Zaid Romegar Mair

  773-777

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  DOI : https://doi.org/10.47709/brilliance.v5i2.6811

• Development of an Automatic Summarization System based on Large Language Models for Annual Report Analysis

  Muhammad Rizki, Yudi Wibisono, Eddy Prasetyo Nugroho

  778-784

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  DOI : https://doi.org/10.47709/brilliance.v5i2.6772

• Non-Playable Characters Based On Large Language Models For Role Playing Games (RPG)

  Ade Mulyana, Yudi Wibisono, Ani Anisyah

  785-792

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  DOI : https://doi.org/10.47709/brilliance.v5i2.6779

• Electronic Door App Development Using Machine Learning And Face ID

  Wisnu Hidayat, Ninik Sri Lestari, Dzulfikri Gammanr Gammanr

  793-799

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  DOI : https://doi.org/10.47709/brilliance.v5i2.6816

• AI Decision Support for Demand Forecasting and Retail Stock Using Random Forest

  Anni Zulfia, Tasya Nadhira Ilfa, Zayyani Damia, T. Sukma Achriadi Sukiman, Annisa Karima

  800-805

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  DOI : https://doi.org/10.47709/brilliance.v5i2.5901

• Website-Based Text Encryption Simulation with Hill Chiper

  T. Sukma Achriadi Sukiman, Anni Zulfia, Annisa Karima, Athiyatul Ulya, Muharratul Mina Rizky

  806-810

  • PDF

  DOI : https://doi.org/10.47709/brilliance.v5i2.5757

• Smart Monitoring System For Hybrid Solar Power Plants Using Iot Technology

  Agung Wirjawan, Andi Safarudin, Rika Ramdani, Ninik Sri Lestari, Givy Devira Ramadi, Sukirno

  811-816

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  DOI : https://doi.org/10.47709/brilliance.v5i2.6865

• Machine Learning Model for Human Resource Placement in Higher Education

  Syefudin, Rifki Dwi Kurniawan

  817-825

  • PDF

  DOI : https://doi.org/10.47709/brilliance.v5i2.6861

• E-commerce as Marketing Media for Ruminant Feed and UMKM Craft Products Poto Village, Sumbawa

  Andri Putraedi, Imam Munandar, Koko Hermanto; Yuliadi, M. Julkarnain; Yunari. W, Juniardi Akhir Putra

  826-834

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  DOI : https://doi.org/10.47709/brilliance.v5i2.6679

• Technology Readiness of Retail MSMEs for Digital Sales: Evidence from Kramat, Tegal

  Sarif Surorejo, Nugroho Adhi Santoso, Divia Faiqotul Cahyati

  835-842

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  DOI : https://doi.org/10.47709/brilliance.v5i2.6879

• Information Security Risk Analysis Using ISO 31000:2018 and ISO 27001:2022

  Athiyatul Ulya, Annisa Karima, T. Sukma Achriadi Sukiman, Anni Zulfia, Rafika Rahmawati

  843-853

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  DOI : https://doi.org/10.47709/brilliance.v5i2.6564

• Development Of A Solar Powered IoT Based Landslide Detection System

  Dwiyanto, Iman Hidayat, Rizky Alamsyah, Ninik Sri Lestari, Givy Devira Ramadi, Sukirno

  854-859

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  DOI : https://doi.org/10.47709/brilliance.v5i2.6887

• Internet of Things (IoT)-Based Water Quality Monitoring System Design for Tilapia Fish Farming Ponds

  Putu Erawati, Dianradika Prasti, Tri Bondan Kriswinarso

  860-869

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  DOI : https://doi.org/10.47709/brilliance.v5i2.6927

• CNN-Based Identification of Longan Varieties Using Leaf Vein Patterns

  M. Aditya Yoga Pratama, Herri Setiawan, Evi Purnamasari

  870-878

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  DOI : https://doi.org/10.47709/brilliance.v5i2.6926

• Integrating AI in Military Decision-Making: A Review of Opportunities, Risks, and Governance

  M. Thoriq Fadlullah, Agung Risdhianto, Heru Dewanto

  879-885

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  DOI : https://doi.org/10.47709/brilliance.v5i2.6925

• Machine Learning System for Predicting Student Suitability for University Courses

  Rande Wella, Ahmadu A. Sandra, Anagu Emmanuel John

  886-895

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  DOI : https://doi.org/10.47709/brilliance.v5i2.5774

• Analysis Of Tokopedia Product Clustering Using The K-Means And K-Medoids Algorithms

  Raihan Malik, Pradita Eko Prasetyo Utomo, Benedika Ferdian Hutabarat

  896-903

  • PDF

  DOI : https://doi.org/10.47709/brilliance.v5i2.6992

• Integrated Community-Based Disaster Response Information System: A Case Study of the Subang Regency BPBD

  Mohammad Iqbal, Erick Febriyanto, Rahmat Irsyada

  904-914

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  DOI : https://doi.org/10.47709/brilliance.v5i2.6985

• Semantic FAQ Chatbot Using SBERT (Sentence-BERT) and Cosine Similarity for Academic Services

  Rahul Marcellino Holis, Pradita Eko Prasetyo Utomo, Benedika Ferdian Hutabarat

  915-922

  • PDF

  DOI : https://doi.org/10.47709/brilliance.v5i2.7027

• Analysis and Design of E-Report Card System at SMAN 6 Muaro Jambi Using SSAD

  Shela Safitri, Benedika Ferdian Hutabarat, Dewi Lestari

  923-931

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  DOI : https://doi.org/10.47709/brilliance.v5i2.7029

• Antipodal Vivaldi Array Antenna for LoRa: A Simulation Study within 900–923 MHz Band

  Deri Latika Herda, Amelia Yolanda, Gardinia Naz Surya, Uzma Septima, Popy Maria

  932-939

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  DOI : https://doi.org/10.47709/brilliance.v5i2.7013

• Application of Ant Colony Optimization on CVRP for Waste Collection Route Optimization in Marga Village

  Ida Bagus Kade Puja Arimbawa K, I Gusti Ayu Novitasari, Putu Nanda Andika Permana

  940-951

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  DOI : https://doi.org/10.47709/brilliance.v5i2.7006

• Information System For Recording Teacher Activities And Student Achievements At Smk Negeri 1 Suak Tapeh

  Rangga Sutrisna, Ahmad Sanmorino, Agustina Heryati

  952-964

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  DOI : https://doi.org/10.47709/brilliance.v5i2.7063