Vol. 9 No. 4 (2025): Articles Research October 2025

Articles

• Enterprise Architecture for the Cruise Industry: A TOGAF-ADM and ArchiMate-Based Approach

  William Watasendjaja, Glenny Chudra, Alfa Yohannis

  2038-2050

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  DOI : 10.33395/sinkron.v9i4.15218

  Abstract views: 20

• A Comparative Study between Logistic Regression and SVM for Resource Management in Network Slicing

  Ahmed Younus, Ali Al-Allawee

  1924-1934

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  DOI : 10.33395/sinkron.v9i4.15222

  Abstract views: 18

• Blockchain Model for Tracking Plastic Waste Using Smart Contracts to Reduce Emissions

  Andri Dwi Utomo, Jeffry, Ahmad Irfandi

  1839-1849

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  DOI : 10.33395/sinkron.v9i4.15245

  Abstract views: 23

• Fairer Public Complaint Classification on LaporGub: Integrating XLM-RoBERTa with Focal Loss for Imbalance Data

  Azzula Cerliana Zahro, Farrikh Alzami, Ramadhan Rakhmat Sani, Amiq Fahmi, Rama Aria Megantara, Muhammad Naufal, Harun Al Azies, Iswahyudi Iswahyudi

  1850-1862

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  DOI : 10.33395/sinkron.v9i4.15260

  Abstract views: 24

• Sentiment Analysis of Roblox Game Reviews Using Support Vector Machine Method

  Ni Kadek Feby Puspita Dewi, I Gede Iwan Sudipa, I Wayan Sunarya, Ni Wayan Jeri Kusuma Dewi, Aniek Suryanti Kusuma

  1863-1876

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  DOI : 10.33395/sinkron.v9i4.15272

  Abstract views: 53

• Enhancing Entity Extraction in E-Government Complaint Data using LDA-Assisted NER

  Ahmad Khotibul Umam, Farrikh Alzami, Ramadhan Rakhmat Sani, Asih Rohmani, Dwi Puji Prabowo, Dewi Pergiwati, Rama Aria Megantara, Iswahyudi Iswahyudi

  1878-1888

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  DOI : 10.33395/sinkron.v9i4.15292

  Abstract views: 61

• Explainable Machine Learning for Poverty Prediction in Central Java Regencies and Cities

  Wahyu Fhaldian, Amiq Fahmi

  2080-2097

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  DOI : 10.33395/sinkron.v9i4.15312

  Abstract views: 31

• Addressing Class Imbalance in Stunting Classification Using SMOTE Enhanced Random Forest

  Ronald Belferik, Frans Mikael Sinaga, Ferawaty, Mangasa A.S. Manullang, Tetti Sinaga

  2108-2116

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  DOI : 10.33395/sinkron.v9i4.15349

  Abstract views: 19

• ECG-Based Heart Rate Variability and KNN Classification for Early Detection of Baby Blues Syndrome in Postpartum Mothers

  Citra Dewi Megawati, salnan Ratih Asriningtias; Bima Romadhon Parada Dian, Teo Pei Kian; Bayu Sutawijaya, Ratna Diana Fransiska

  2026-2037

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  DOI : 10.33395/sinkron.v9i4.14956

  Abstract views: 16

• Real-Time Web-Based Ship Collision Risk Detection Using AIS Data and Collision Risk Index (CRI)

  I Made Dwi Putra Asana, I Made Oka Widyantara, Linawati, Dewa Made Wiharta, I Gusti Ngurah Satya Wikananda

  1942-1952

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  DOI : 10.33395/sinkron.v9i4.15106

  Abstract views: 39

• Integrating Bayesian Optimization into Ensemble Logistic Regression for Explainable AI-Based Customer Behavior Analysis

  Jeffry, Azminuddin I. S. Azis, Elisabeth Tri Juliana Kandakon

  1900-1911

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  DOI : 10.33395/sinkron.v9i4.15219

  Abstract views: 29

• Association Rule Mining across Multiple Domains: Systematic Literature Review

  Dayini Syahirah, Priati, Okky Pratama Martadireja

  1953-1964

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  DOI : 10.33395/sinkron.v9i4.15227

  Abstract views: 29

• Attention Augmented Deep Learning Model for Enhanced Feature Extraction in Cacao Disease Recognition

  Robet, Johanes Terang Kita Perangin Angin, Tarq Hilmar Siregar

  1965-1977

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  DOI : 10.33395/sinkron.v9i4.15249

  Abstract views: 23

• Optimizing Supplier Selection Through Hybrid BWM and AHP Integration

  Afrizal Rhamadan Siregar, Hendry Hendry

  1978-1987

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  DOI : 10.33395/sinkron.v9i4.15261

  Abstract views: 23

• Implementation of a Hybrid Cryptosystem Using ChaCha20 and ECC for Image Encryption in an Android Application

  Samuel Anaya Putra Zai, Debi Yandra Niska, Zulfahmi Indra, Kana Saputra, Adidtya Perdana

  1988-1997

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  DOI : 10.33395/sinkron.v9i4.15274

  Abstract views: 21

• Multiple Linier Regression Analysis Effects of Education Media on Student Experience and Satisfaction

  Gunturari Wibowo, Bambang Purnomosidi D P, Widyastuti Andriyani

  2061-2069

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  DOI : 10.33395/sinkron.v9i4.15293

  Abstract views: 23

• A Disaster-Aware Traffic Assignment Model: Comparative Evaluation of Frank-Wolfe and Simulated Annealing Algorithms

  Suranto, Afrizal Rhamadan Siregar

  2129-2138

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  DOI : 10.33395/sinkron.v9i4.15316

  Abstract views: 3

• Research and Analysis of Exchange Sort Algorithm in Data Structure

  Rakhmat Purnomo, Tri Dharma Putra

  1935-1941

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  DOI : 10.33395/sinkron.v9i4.15005

  Abstract views: 26

• Analyzing User Acceptance of NFJuara Mobile Application Using TAM and D&M IS Success Model

  Muhammad Koim, Wasilah, Chairani, Sriyanto, Sri Lestari

  1912-1923

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  DOI : 10.33395/sinkron.v9i4.15209

  Abstract views: 16

• Frequent Pattern Mining for Cyberattack Detection Using FP-Growth on Network Traffic Logs

  Ali Hamsar, Fajar Maulana, Yomei Hendra, Asyahri Hadi Nasyuha, Moustafa H Aly

  2015-2025

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  DOI : 10.33395/sinkron.v9i4.15221

  Abstract views: 27

• Mobile Banking Service Quality and User Loyalty Using MSQUAL: A Systematic Literature Review

  Ainun Nashikha, Muhammad Qomarul Huda, Fitroh, Yusuf Durachman, Bayu Waspodo

  1998-2006

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  DOI : 10.33395/sinkron.v9i4.15231

  Abstract views: 30

• Smart CRM Application Development Using Artificial Intelligence and Extreme Programming Method

  Doni Syofiawan, Miftahul Ilmi

  2098-2107

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  DOI : 10.33395/sinkron.v9i4.15254

  Abstract views: 12

• Comparative Performance Benchmarking of WebSocket Libraries on Node.js and Golang

  Louis Fernando, Mychael Maoeretz Engel

  2051-2060

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  DOI : 10.33395/sinkron.v9i4.15266

  Abstract views: 181

• Naïve Bayes–Based Chatbot with Sentiment Analysis for Culinary Preferences in Bali

  Anak Agung Sandatya Widhiyanti, I Gusti Agung Ayu Sekarini

  2007-2014

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  DOI : 10.33395/sinkron.v9i4.15291

  Abstract views: 16

• Designing a Stunting Prediction Model Using Machine Learning to Support SDGs Achievement in Indonesia

  Mikha Sinaga, Fujiati, Darma Halawa

  2070-2079

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  DOI : 10.33395/sinkron.v9i4.15296

  Abstract views: 13

• Cervical Cancer Classification Using Multi-Directional GLCM Shape-Texture Features in LBC

  Surmayanti, Irohito Nozomi, Febri Aldi

  2117-2128

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  DOI : 10.33395/sinkron.v9i4.15318

  Abstract views: 3

• Collective Intelligence for Cybersecurity: Federated Learning under Non-IID Conditions for Intrusion Detection

  Hutheifa Anwar Mohammed, Awos Kh. Ali

  1889-1899

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  DOI : 10.33395/sinkron.v9i4.15017

  Abstract views: 29