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

  • PDF

  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

  • PDF

  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

  • PDF

  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

  • PDF

  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

  • PDF

  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

  • PDF

  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

  • PDF

  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

  • PDF

  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

  • PDF

  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

  • PDF

  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

  • PDF

  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

  • PDF

  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

  • PDF

  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

  • PDF

  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

  • PDF

  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

  • PDF

  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

  • PDF

  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

  • PDF

  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

  • PDF

  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

  • PDF

  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

  • PDF

  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

  • PDF

  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

  • PDF

  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

  • PDF

  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

  • PDF

  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

  • PDF

  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

  • PDF

  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

  • PDF

  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

  • PDF

  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

  • PDF

  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

  • PDF

  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

  • PDF

  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

  • PDF

  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

  • PDF

  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

  • PDF

  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

  • PDF

  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

  • PDF

  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

  • PDF

  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

  • PDF

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

• Disagreement Analysis of Sentiment Predictions on Student Satisfaction Surveys Using Two IndoBERT Models

  Durrotun Nashihin, Lisnani, Imam Hanafi

  965-972

  • PDF

  DOI : https://doi.org/10.47709/brilliance.v5i2.7093

• Business Intelligence Roadmap for Tableau Dashboard Development in Higher Education

  Yuda Fatoni, Pradita Eko Prasetyo Utomo, Rizqa Raaiqa Bintana

  973-980

  • PDF

  DOI : https://doi.org/10.47709/brilliance.v5i2.7094

• Sentiment Analysis of Indonesian National Team in 2024 AFF Using Naive Bayes and KNN

  Rahmad Adrian, Reni Aryani, Zainil Abidin

  981-986

  • PDF

  DOI : https://doi.org/10.47709/brilliance.v5i2.7111

• Comparison of Two Linear Regression Models for Predicting the Literacy Development Index in Indonesia

  Iffatu Wardani, Kunto Jiwandono, Okta Dyah Pradanti, Yuni Wahyu Winjarwati, Stevano Aji Aghashie

  987-992

  • PDF

  DOI : https://doi.org/10.47709/brilliance.v5i2.7083

• Analysis Of Hybrid Relay Selection In SDR-Based Cooperative Systems

  Ummul Khair, Ihsan Lumasa R, Vera Veronica, Lifwarda, Silfia Rifka

  993-1000

  • PDF

  DOI : https://doi.org/10.47709/brilliance.v5i2.7135

• Integrating Local Linguistic Features into Rule-Based Chatbots: A Framework for Makassar Language Dialogue Systems

  Thabrani. R, Faizal, Suryani

  1001-1008

  • PDF

  DOI : https://doi.org/10.47709/brilliance.v5i2.7103

• Software to Predict Computer Component Failures using Multinomial Naïve Bayes Based On User Information

  Randie Sasongko, Siska Devella

  1009-1018

  • PDF

  DOI : https://doi.org/10.47709/brilliance.v5i2.7194

• Clustering-Based Identification of Governance Risks in Campus Environments

  Sumiadji, Usman Nurhasan, Zainal Abdul Haris

  1019-1029

  • PDF

  DOI : https://doi.org/10.47709/brilliance.v5i2.7205

• Interactive Visualization of Food Security Trends in North Aceh with a Business Intelligence Dashboard

  Lidya Rosnita, Muhammad Ikhwani, Hafizh Al Kautsar Aidilof, Muhammad Muaz Munauwar

  1030-1036

  • PDF

  DOI : https://doi.org/10.47709/brilliance.v5i2.7190

• Comparison of SVM and KNN Methods for the Integratin of MyIndiHome into MyTelkomsel Application

  Harul Risina Siagian, Dedy Setiawan, Zainil Abidin

  1037-1045

  • PDF

  DOI : https://doi.org/10.47709/brilliance.v5i2.7234

• IoT-Based Monitoring System To Support Village Food Security In The Smart Village Concept

  Nunsina, Zahratul Fitri, Nazimah, Ananda Faridhatul Ulva

  1046-1053

  • PDF

  DOI : https://doi.org/10.47709/brilliance.v5i2.7229

• Design and Implementation of Electronic Queue System at Walenrang Health Center for Service Optimization

  Rizky Amalia Sugiman, Dianradika Prasti, Suparman

  1054-1062

  • PDF

  DOI : https://doi.org/10.47709/brilliance.v5i2.6929

• Decision Support System for Movie Trend Analysis in 2025 Using the Naïve Bayes Algorithm

  Rian Risnandar Herwandi, Ari Purno Wahyu Wibowo

  1063-1069

  • PDF

  DOI : https://doi.org/10.47709/brilliance.v5i2.7092

• Application of a Smart Farming Monitoring System to Optimize Vegetable Production in North Aceh

  Rini Meiyanti, Nunsina, Rahma Fitria, Muhammad Muaz Munauwar

  1070-1076

  • PDF

  DOI : https://doi.org/10.47709/brilliance.v5i2.7285

• IoT-Based Electrical Power Consumption Monitoring System in Households Using ESP32 and PZEM-004T

  Kemas Muhammad Wahyu Hidayat, Muhammad Ghozi Al-Faris

  1077-1081

  • PDF

  DOI : https://doi.org/10.47709/brilliance.v5i2.6368

• Detection Of Left-Behind Bags Based On YOLOv11 And DeepSORT

  Raden George Samuel Budi, Novan Wijaya

  1082-1087

  • PDF

  DOI : https://doi.org/10.47709/brilliance.v5i2.7349

• Back-End Geographic Information System Development for Linguistic and Literary Mapping in Jambi Province

  Cagivamito Tadashi Hutabarat, Pradita Eko Prasetyo Utomo, Ulfa Khaira

  1088-1100

  • PDF

  DOI : https://doi.org/10.47709/brilliance.v5i2.7384

• Front-End Development of a Geographic Information System for Language and Literature Mapping in Jambi

  Aldi Sukma Putra, Pradita Eko Prasetyo Utomo, Ulfa Khaira

  1101-1110

  • PDF

  DOI : https://doi.org/10.47709/brilliance.v5i2.7388

• TreeRTTSys: A Low Cost Sensor To Measure Tree Trunk Quality Using Strain Gauge Sensors

  Rudi Arif Candra, Dirja Nur Ilham, Arie Budiansyah

  1111-1121

  • PDF

  DOI : https://doi.org/10.47709/brilliance.v5i2.7324

• Design and Implementation of a Web-Based Personnel Information System (Sisfopers) At Kogartap II/Bandung

  Rahmi Putri, Yusuf Andika, Debi Irawan, Hardiansyah, Ismail

  1122-1128

  • PDF

  DOI : https://doi.org/10.47709/brilliance.v5i2.7436

• Effectiveness of the E-Katalog System in Supporting the Procurement Process of Goods and Services

  Thalia Devega Tires, Insanita Qona'ah, Arief Hertadi Rustam, Debi Irawan, Ismail

  1129-1138

  • PDF

  DOI : https://doi.org/10.47709/brilliance.v5i2.7443

• Application of Visual Data Mining for Visualization of UKBI Achievement Data

  Ketri genes Yolanda, Pradita Eko Prasetyo Utomo, Zainil Abidin

  1139-1150

  • PDF

  DOI : https://doi.org/10.47709/brilliance.v5i2.7409

• Operational Data Integration with Pureshare Dashboard for Unified Service Unit

  Hana Silvanov Rhamadani, Pradita Eko Prasetyo Utomo, Mutia Fadhila Putri

  1151-1162

  • PDF

  DOI : https://doi.org/10.47709/brilliance.v5i2.7412

• Dashboard-Based Tourism Data Visualization In Jambi Province Using The Seven Stages Of Visualizing Data

  Muhammad Nabil, Pradita Eko Prasetyo Utomo, Rizqa Raaiqa Bintana

  1163-1170

  • PDF

  DOI : https://doi.org/10.47709/brilliance.v5i2.7420

• Development of an Intent-Classification Chatbot to Support Operational Services at Kadin Indonesia

  Rahma Aulia, Adi Purnama

  1171-1180

  • PDF

  DOI : https://doi.org/10.47709/brilliance.v5i2.7438

• Evaluating BISMA Application Success at Jambi University Using the D&M Information Success Model

  Rts Nuraini, Pradita Eko Prasetyo Utomo, Dewi Lestari

  1181-1188

  • PDF

  DOI : https://doi.org/10.47709/brilliance.v5i2.7455

• Prediction Of Unemployment Rate Using The Fuzzy Time Series Chen Model Method

  Annisa Karima, Dahlan Abdullah, Muchlis ABD Muthalib, Nurdin, Muhammad Daud

  1189-1198

  • PDF

  DOI : https://doi.org/10.47709/brilliance.v5i2.7310

• Support Vector Regression-Based Prediction of Rice Production Across Provinces in Sumatra Island

  Elton Elyon Sijabat, Ulfa Khaira, Mutia Fadhila Putri

  1199-1206

  • PDF

  DOI : https://doi.org/10.47709/brilliance.v5i2.7429

• Emotion Detection and Sentiment Analysis of Women’s E-Commerce Clothing Reviews Using DistilBERT Transformer

  M Muflih, Erfan Karyadiputra

  1207-1214

  • PDF

  DOI : https://doi.org/10.47709/brilliance.v5i2.7411

• Predictive Maintenance on Fortinet Firewall Devices Using Artificial Intelligence

  April Rustianto, Faqih Murobbie, Rusmanto

  1215-1223

  • PDF

  DOI : https://doi.org/10.47709/brilliance.v5i2.7448

• Performance Comparison of EfficientNetB0 in Potato Leaf Disease Classification with Adam and SGD

  Mario Rivaldo, Daniel Udjulawa

  1224-1231

  • PDF

  DOI : https://doi.org/10.47709/brilliance.v5i2.7482

• Comparison of XGBoost and LightGBM Algorithms in Predicting Heart Disease

  Fionna Caroline, Nur Rachmat

  1232-1239

  • PDF

  DOI : https://doi.org/10.47709/brilliance.v5i2.7505

• Prototype of Automatic Tomato Plant Watering Monitoring Tool Based on Telegram Using NodeMCU ESP8266

  Achmat Juliansyah, Muhammad Fahmi, Andi Yusika Rangan

  1240-1249

  • PDF

  DOI : https://doi.org/10.47709/brilliance.v5i2.7293

• Implementation of Least Square Method to Predict Crime in Indonesia Based on the Web

  Nita Cahyani, Rahmat Irsyada, Diva Anggi

  1250-1257

  • PDF

  DOI : https://doi.org/10.47709/brilliance.v5i2.7424

• Utilizing ResNet-50 for Deep Learning-Based Rice Leaf Disease Detection

  Risna Sari, Hedy Leoni Asbudi, Fitrah Eka Susilawati

  1258-1268

  • PDF

  DOI : https://doi.org/10.47709/brilliance.v5i2.7425

• Analysis of the Effect of Digital Color Grading Techniques on Aesthetic Perception and Emotional Response in a Short Rice Farming Video

  Yoga Prisma Yuda, Inung Diah Kurniawati, Muh.Nur Luthfi Azis

  1269-1273

  • PDF

  DOI : https://doi.org/10.47709/brilliance.v5i2.7525

• The Utilization of Mobile-Based GeoGebra Applications for Elementary School Educators

  Sekreningsih Nita, Erny Untari, Indra Puji Astuti, Eka Resty Novieta Sari, Kelik Sussolaikah

  1274-1279

  • PDF

  DOI : https://doi.org/10.47709/brilliance.v5i2.7542

• Soil Health Data Acquisition System with Augmented Reality (AR) Features: Innovation in Sustainable Plantation Management

  Sarosa Castrena Abadi, Siti Aminah, Cepi Ramdani

  1280-1287

  • PDF

  DOI : https://doi.org/10.47709/brilliance.v5i2.7548

• Database Vulnerability Analysis of North Aceh e-Kinerja Website Using SQL Injection

  Fidyatun Nisa, Muhammad Ikhwani, Nanda Sitti Nurfebruary, Siti Nayla Husna

  1288-1294

  • PDF

  DOI : https://doi.org/10.47709/brilliance.v5i2.6780

• Usability-Driven Development of an IoT-Based Salted Fish Quality Detection Application Using the QUIM Model

  Muhammad Ikhwani, Lidya Rosnita, Nanda Sitti Nurfebruary, Asih Makarti Muktitama, Fidyatunnisa, Muhammad Zuhdi

  1295-1302

  • PDF

  DOI : https://doi.org/10.47709/brilliance.v5i2.6209

• Web-Based GIS for Oil Palm Land Suitability Assessment Using MAUT in Mandailing Natal Regency

  Nanda Sitti Nurfebruary, Taufik Yunan Simamora, Fidyatun Nisa, Muhammad Ikhwani

  1303-1310

  • PDF

  DOI : https://doi.org/10.47709/brilliance.v5i2.6458