Vol. 4 No. 1 (2024): Brilliance: Research of Artificial Intelligence, Article Research May 2024

This volume consists of 54 articles with 147 authors from 5 foreign universities and 23 universities in Indonesia including: Wadi Alshatti University (Libya), Derna University (Libya), Modibbo Adama University Yola (Nigeria), Federal University Wukari (Taraba state), Karabuk University (Turkey), Widyatama University, Atma Jaya Catholic University, Aceh Ministry of Health Polytechnic, Sorong Maritime Polytechnic, Tanah Laut State Polytechnic, Malang National Institute of Technology, North Sumatra State Islamic University, Jambi Muhammadiyah University, Padang State Polytechnic, West Aceh State Community Academy, Mikroskil University, Stikom Bali Institute of Technology and Business, Tabanan University, Bandar Lampung University, Media Nusantara Citra University, Pelita Bangsa University, Jambi Polytechnic, Jambi Pelita Raya Institute, Madura University, Bhakti Husada Mulia Health College, Madiun PGRI University, Pamulang University, and Bina Darma University.

DOI: https://doi.org/10.47709/brilliance.v4i1

Published: 2024-02-28

Articles

The role of the number of transparent covers in enhancing the efficiency of flat plate collectors

Amer Khaled, Rahma Elzer, Ali Alkhazmi

1-12

Abstract views: 194

10.47709/brilliance.v4i1.3514

Web-Based Design Of Vehicle Management Information System Of Widyatama University

Ari Purno Wahyu Wibowo, Heri Heryono, Dani Hamdani

13-18

Abstract views: 766

10.47709/brilliance.v4i1.3641

Text as a Social Network Analysis Topography And Political Communication In Indonesia

Heri Heryono Heryono, Dani Hamdani, Ari Purno Wahyu

19-24

Abstract views: 452

10.47709/brilliance.v4i1.3645

Comparative Analysis of Machine Learning Models for Real-Time Disaster Tweet Classification: Enhancing Emergency Response with Social Media Analytics

Gregorius Airlangga

25-31

Abstract views: 291

10.47709/brilliance.v4i1.3669

Comparative Analysis of Machine Learning Algorithms for Multi-Class Tree Species Classification Using Airborne LiDAR Data

Gregorius Airlangga

32-37

Abstract views: 207

10.47709/brilliance.v4i1.3673

Fault Detection and Condition Monitoring in Induction Motors Utilizing Machine Learning Algorithms

Tareg Elgallai

38-46

Abstract views: 232

10.47709/brilliance.v4i1.3539

Factors related to students' learning motivation at the Aceh Ministry of Health Polytechnic, Tapaktuan Nursing Study Program, South Aceh Regency

Cut Rahmi, Rasima Rasima, T. Cut Lizam, Syamirwan Syamirwan, Susanti Susanti

47-54

Abstract views: 151

10.47709/brilliance.v4i1.3684

Design Environmentally-Friendly Incinerator and Hybrid Smokeless Incinerator Sorong of Merchant Marine Polytechnic

Budi Riyanto, Dodik Widarbowo, Muh Idris, Danang D.S. Nugroho, Muji Setiyono

55-60

Abstract views: 299

10.47709/brilliance.v4i1.3703

Monitoring cattle farms using Cloud Computing-based Internet of Things (IOT) tools using Artificial Intelligence Methods

Ria Sri Rahayu, Ari Purno Wahyu Wibowo

61-67

Abstract views: 310

10.47709/brilliance.v4i1.3736

Implementation of Web Based Leave Information System at PT Arutmin Indonesia Tambang Kintap

Dhiya Ulhaq Maulana, Arif Supriyanto, Hendrik Setyo Utomo, Oky Rahmanto

68-74

Abstract views: 142

10.47709/brilliance.v4i1.3754

Teaching Product Design Through The CANVA Application To Enhance The Brand Image Of The Company

Mira Orisa, Ahmad Faisol, Muhammad Ibrahin Ashari

75-80

Abstract views: 409

10.47709/brilliance.v4i1.3775

Application of Dempster-Shafer Theory Method in Expert System for Diagnosis of Psychological Disorders in Children

M. Faishal Azhari, Raissa Amanda Putri

81-93

Abstract views: 136

10.47709/brilliance.v4i1.3764

Design of a Web-Based Lecturer Attendance Information System Using QR Codes at Muhammadiyah University of Jambi

Muhammad Ikhsan, Helmina Helmina

94-99

Abstract views: 204

10.47709/brilliance.v4i1.3838

Digital Forensic Analysis Of APK Files In Phishing Scams On Whatsapp Using The NIST Method

shafa alya sudjayanti, Dani Hamdani

100-110

Abstract views: 310

10.47709/brilliance.v4i1.3800

Fiber to the home (FTTH) activation system and analysis of dropcore cable connection losses on optical network performance

Aprinal Adila Asril, Popy Maria, Yustini Yustini, Herry setiawan, Nasrul Nasrul

111-120

Abstract views: 284

10.47709/brilliance.v4i1.3815

The Effect of Overshoot on the Performance of the 4G LTE Network in the East Sawahan Region

Afrizal Yuhanef, Sri Yusnita, Dina Gusvita

121-128

Abstract views: 117

10.47709/brilliance.v4i1.3318

Design and build multiple input multiple output (MIMO) wideband element microstrip antennas for WiFi access-point applications

Popy Maria, Aprinal Adila Asril, Nasrul Nasrul, Sri Nita, Afrizal Yuhanef

129-140

Abstract views: 107

10.47709/brilliance.v4i1.3839

Analysis of 2G and 4G Network Quality on Cross Roads in Lembah Gumanti District

Afrizal Yuhanef , Dikky Candra, Muhammad Isham Musthaf, Herry setiawan

141-150

Abstract views: 90

10.47709/brilliance.v4i1.3319

Analysis of Factors Affecting the Use of ChatGPT at Mikroskil University: A Study Based on the Extended UTAUT2 Model

Joy Nasten Sinaga, Erwin Setiawan Panjaitan, Sofinana Nurjanah

151-161

Abstract views: 275

10.47709/brilliance.v4i1.3862

Comparative Analysis Of Machine Learning Models For Greenhouse Microclimate Prediction

Felicia Cletus, Anagu Emmanuel John

162-175

Abstract views: 196

10.47709/brilliance.v4i1.3783

The Implementation of Gated Recurrent Unit (GRU) for Gold Price Prediction Using Yahoo Finance Data: A Case Study and Analysis

I Putu Gede Abdi Sudiatmika, I Made Agus Widiana Putra , Wayan Widya Artana

176-184

Abstract views: 304

10.47709/brilliance.v4i1.3865

Implementation of Kanban Method in Transactional System Design in the “Mr. Sneakers” Shoe Laundry Business

Yan Puspitarani; Sriyani Violina, Fitrah Rumaisa, Feri Sulianta

185-191

Abstract views: 256

10.47709/brilliance.v4i1.3859

Implementation of KNN and AHP-TOPSIS as Recommendation System for Mustahik Selection

Winda Aprianti, Jaka Permadi, Herfia Rhomadhona, Noor Amelia

192-200

Abstract views: 92

10.47709/brilliance.v4i1.3883

Enhancing the Accuracy of Diabetes Prediction Using Feedforward Neural Networks: Strategies for Improved Recall and Generalization

Herry Setiawan, Ary Firnanda, Ummul Khair

201-207

Abstract views: 111

10.47709/brilliance.v4i1.3888

Analysis of 2G and 4G Network Quality in Solok City

Uzma Septima, Dikky Candra, Rikki Vitria, Muhammad Alfarezi, Amelia Yolanda

208-222

Abstract views: 191

10.47709/brilliance.v4i1.3870

Detection of Malware Threats in Internet of Things Using Deep Learning

Naufal Nashrullah, Ari Purno Wahyu

223-229

Abstract views: 165

10.47709/brilliance.v4i1.3869

Controlling System in Smart Agriculture for Automatic Monitoring of Plant Nutrition

Dian Resha Agustina, Maria Shusanti Febrianti, Wiwin Susanty, Kadek Setiani Hindayanti

230-236

Abstract views: 173

10.47709/brilliance.v4i1.4001

Semiotic Analysis of Twitter Logo Change to Logo X: User Interface (UI) Design and User Psychological Perspectives

Arief Yulianto, I Gusti Ayu Agung Aristi Putri

237-244

Abstract views: 400

10.47709/brilliance.v4i1.4037

Sentiment Analysis Of Indosat's Mobile Operator Services On Twitter Using The Naïve Bayes Algorithm

Sufajar Butsianto, Sifa Fauziah, Candra Naya, Futuh Maulana

245-254

Abstract views: 159

10.47709/brilliance.v4i1.4084

Application of the K-Nearest Neighbor Machine Learning Algorithm to Preduct Sales of Best-Selling Products

Muhtajuddin Danny, Asep Muhidin, Akhiratul Jamal

255-264

Abstract views: 633

10.47709/brilliance.v4i1.4063

Sentiment Analysis on Social Media X (Twitter) Against ChatGBT Using the K-Nearest Neighbors Algorithm

Asep Arwan Sulaeman, Muhtajuddin Danny, Sufajar Butsianto, Suria Pratama

265-275

Abstract views: 601

10.47709/brilliance.v4i1.4105

Recruitment Classification of Security Unit PT. Satria Kencana Abadi Using Naïve Bayes Method

Elkin Rilvani, Nurhadi Surojudin, Muhtajuddin Danny, Evan Yoga Pratama

276-285

Abstract views: 289

10.47709/brilliance.v4i1.4138

Linear Regression Algorithm Analysis for Predicting Electrical Panel Painting Quality

Arif Susilo, Edy Widodo , Elkin Rilvani, Syahro Suryana

286-293

Abstract views: 104

10.47709/brilliance.v4i1.4096

Implementation of the Naive Bayes Algorithm for Death Due to Heart Failure Using Rapid Miner

Nurhadi Surojudin, Ermanto Ermanto, Muhtajuddin Danny, Suria Pratama

294-302

Abstract views: 157

10.47709/brilliance.v4i1.4136

Prediction of Employee Assessments for Contract Extensions at PT Sagateknindo Sejati Using the Naïve Bayes Algorithm

Candra Naya, Arif Siswandi, Sufajar Butsianto, Febriyanti Febriyanti

303-311

Abstract views: 82

10.47709/brilliance.v4i1.4170

Application of the C 4.5 Algorithm to Classify Customer Characteristics at PT. Bayer Indonesia

Arif Siswandi, M. Syaibani Anwar, Arif Susilo, Sultan Hasibuan

312-320

Abstract views: 125

10.47709/brilliance.v4i1.4174

Association Rule to Increase Sales Using the Apriori Algorithm Method

Ermanto Ermanto, Abdul Halim Anshor, Asep Arwan Sulaeman, Sri Winarni

321-331

Abstract views: 167

10.47709/brilliance.v4i1.4185

Website Development as a Media for Disseminating Information in RT. 39 Jelutung Village, Jambi City

Muhammad Ikhsan, Darmuji Darmuji, Novri Adhiatma, Helmina Helmina

332-339

Abstract views: 120

10.47709/brilliance.v4i1.4198

Implementation And Simulation Of Dynamic Arp Inspection In Cisco Packet Tracer For Network Security

Fauzan Prasetyo Eka Putra, Ubaidi Ubaidi, Alief Badrit Tamam, Reynal Widya Efendi

340-347

Abstract views: 329

10.47709/brilliance.v4i1.4199

Systematic Literature Review: Security Gap Detection On Websites Using Owasp Zap

Fauzan Prasetyo Eka Putra, Ubaidi Ubaidi, Amir Hamzah, Walid Agel Pramadi, Alief Nuraini

348-355

Abstract views: 525

10.47709/brilliance.v4i1.4227

Application of Internet of Things Technology in Monitoring Water Quality in Fishponds

Fauzan Prasetyo Eka Putra , Ubaidi Ubaidi, Rama Nurja Saputra, Farras Maulana Haris, Selviana Nur Rizqi Barokah

356-361

Abstract views: 253

10.47709/brilliance.v4i1.4231

The Sentiment Analysis of Bekasi Floods Using SVM and Naive Bayes with Advanced Feature Selection

Amali Amali, Donny Maulana, Edy Widodo, Andri Firmansyah; Muhtajuddin Danny

362-371

Abstract views: 158

10.47709/brilliance.v4i1.4268

Service Quality Analysis of RFID-Based Smart Door Lock in Front One Azana Style Hotel Area

Fauzan Prasetyo Eka Putra, Nilam Ramadhani, Fauzan Fauzan, Moh. Mursidi

372-381

Abstract views: 276

10.47709/brilliance.v4i1.4292

Development of a Sustainable Information System Using Structured Routing and Livewire Methods in Educational Institutions in Jakarta

Adi Fitrianto

382-390

Abstract views: 143

10.47709/brilliance.v4i1.4369

Effect Of Distance On Wi-Fi Signal Quality In The Home Environment

Fauzan Prasetyo Eka Putra, Ubaidi Ubaidi, R. Okky Firmansyah Kusuma, Abd Mu’iz Syam, Satrio Ananta Efendy

391-398

Abstract views: 296

10.47709/brilliance.v4i1.4319

Case Study of Computer Network Development for the Internet Of Things (IoT) Industry in an Urban Environment

Anang Fakchtur Rachman, Fauzan Prasetyo Eka Putra, Syirofi Syirofi, Durrahman Wahid

399-407

Abstract views: 185

10.47709/brilliance.v4i1.4302

Improving Network Service Quality in parts of Sampang City: QoS Evaluation and User Perception of QoE

Fauzan Prasetyo Eka Putra, Ubaidi Ubaidi; Mohammad Aziz, Moh. Irfan; Royfal Alim

408-412

Abstract views: 80

10.47709/brilliance.v4i1.4311

Analysis of Phishing Attack Trends, Impacts and Prevention Methods: Literature Study

Fauzan Prasetyo Eka Putra, Ubaidi, Achmad Zulfikri, Goffal Arifin, Revi Mario Ilhamsyah

413-421

Abstract views: 1307

10.47709/brilliance.v4i1.4357

Medical Record Information System Testing Using User Acceptance Testing to Determine System Quality

Crismantoro Budisaputro, Sri Anardani, Slamet Riyanto, Agustinus Kusdwiadji

422-426

Abstract views: 215

10.47709/brilliance.v4i1.4451

4G LTE Network Performance Analysis Provider 3 In Pamekasan Using The G-Nettrack Application

Fauzan Prasetyo Eka Putra, Ubaidi Ubaidi, Mahendra Mahendra, Miftahus Surur, Abdulloh Rizki

427-433

Abstract views: 210

10.47709/brilliance.v4i1.4376

Computer Network Management Optimization Through Big Data Analysis Using Time Series Analysis Method

Fauzan Prasetyo Eka Putra, Ubaidi Ubaidi, Moh Abroril Huda, Hasbullah Hasbullah, Abd Rohman

434-442

Abstract views: 170

10.47709/brilliance.v4i1.4373

Netvista Public Wireless Network Quality Analysis Using Quality Of Service Parameters

Fauzan Prasetyo Eka Putra, Ubaidi Ubaidi, Dwi Mayangsari, Nor Hasanah

443-452

Abstract views: 115

10.47709/brilliance.v4i1.4388

Agile Methodology in Web and Mobile Based App of Tracer Study and Career Center

Roeslan Djutalov, Muhammad Irham, Ade Dwi Putra, Andri Elistiawan, Rizky Firman Syah

453-462

Abstract views: 137

10.47709/brilliance.v4i1.4372

Intern Placement and Monitoring System at SMK YP Gajah Mada Palembang

M.Faridiansyah Faridiansyah, Dedi Irawan, Susan Dian Purnamasari, Suyanto Suyanto

463-469

Abstract views: 127

10.47709/brilliance.v4i1.4473

Vol. 4 No. 1 (2024): Brilliance: Research of Artificial Intelligence, Article Research May 2024

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