Vol. 10 No. 4 (2026): Research Articles October 2026

Articles

• Bayesian-Optimized Word2Vec-BiLSTM for Malicious Prompt Detection in LLMs

  Hilman Singgih Wicaksana, Gregorius Airlangga

  2070-2086

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  DOI : 10.33395/sinkron.v10i4.16700

  Abstract views: 0

• Sentiment Analysis of Flip Application Reviews Using DBSCAN Outlier Removal and SVM

  Hidayatul Ichwan, Fajar Mahardika, Ratih, Riki Aldi Pari

  2336-2349

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  DOI : 10.33395/sinkron.v10i4.16720

  Abstract views: 0

• Hierarchical Coverage Optimization of 5G New Radio Non-Standalone in Tourism Corridors

  Afrizal Yuhanef, Muhammad Putra Pamungkas, Amran Paso Salmeno, Fikri Adi Pratama

  2131-2141

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  DOI : 10.33395/sinkron.v10i4.16738

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• Comparative Study of TF-IDF and SBERT Feature Representations for Random Forest-Based Resume Classification

  Fathya Fathimah Azzahra, Roni Andarsyah, Mohamad Nurkamal Fauzan

  2153-2167

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  DOI : 10.33395/sinkron.v10i4.16761

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• Self-Sovereign Identity Implementation Using WalletConnect for Student Academic Data Authentication

  Ardi Birawinata, Siti Sauda

  2185-2197

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  DOI : 10.33395/sinkron.v10i4.16777

  Abstract views: 0

• LLM-Assisted Annotation in Comparative Sentiment and Trend Analysis of Indonesian K-12 Education on X

  Abdurrohhim S. Wahyudi, Rachmat Ramadhiansyah, Indra Budi, Prabu Kresna Putra, Aris Budi Santoso

  2382-2393

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  DOI : 10.33395/sinkron.v10i4.16433

  Abstract views: 0

• Comparison of Classification Methods for Email Spam Detection

  Rifqi Arya Saputra, Fikri Budiman

  2198-2206

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  DOI : 10.33395/sinkron.v10i4.16789

  Abstract views: 0

• Fraud Detection in E-Commerce Transactions Using Autoencoder Anomaly Scoring and XGBoost Classification

  Angelina Law, Stephen Sanjaya, Ferico Carvius Wivano, Osman Renjiro Giawa, Yennimar

  2043-2047

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  DOI : 10.33395/sinkron.v10i3.16551

  Abstract views: 142

• Fairness and QoS Comparison of Equal, Max-Min, and Demand-Proportional Allocation in 5G Network Slicing

  Sroor Habeeb Mahmood , Ali AL-ALLAWEE

  DOI : 10.33395/sinkron.v10i4.16613

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• Reinforcement Learning Evaluation for Dependent Task Offloading in Mobile Edge Computing Systems

  Lubna Thair, Awos Kh. Ali

  DOI : 10.33395/sinkron.v10i4.16636

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• Cost-Aware Selective Text Classification with Calibrated Lightweight Models

  Saif Alhusseny, Omar Alniemi, Alaa Saadoon, Hanaa Mahmood

  DOI : 10.33395/sinkron.v10i4.16650

  Abstract views: 0

• Implementation of a Smart Virtual Medical Assistant Using the XGBoost Method and NLP for Early Optimization of Preeclampsia Complications

  Abdi Rahim Damanik, Syawaluddin Kadafi Parinduri, Ela Roza Batubara

  DOI : 10.33395/sinkron.v10i4.16681

  Abstract views: 0

• Deep Learning-Based Weather Prediction Model Using BMKG Big Data for Rice Planting Season Optimization in Indonesia

  Maradona Jonas Simanullang, Elsya Sabrina Asmita Simorangkir, Herry Daniel Marpaung, Yudisa Halawa, Tria Adelia Putri Br Gurusinga, Frans Mikael Sinaga

  2050-2061

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  DOI : 10.33395/sinkron.v10i4.16703

  Abstract views: 0

• Integrated Enterprise Architecture for Coffee Shop Supply Chain and Customer Interaction Using TOGAF ADM

  Sanky Yunliahni, Handri Santoso, Erick Dazki, Januponsa Dio Firizqi, Richardus Eko Indrajit

  2095-2112

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  DOI : 10.33395/sinkron.v10i4.16726

  Abstract views: 0

• When Touch Cannot Be Digitized: ArchiMate Enterprise Architecture for Omnichannel Wellness Services

  Heni Rohmawati, Handri Santoso, Januponsa Dio Firizqi, Erick Dazki, Richardus Eko Indrajit

  2142-2153

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  DOI : 10.33395/sinkron.v10i4.16739

  Abstract views: 0

• The Development, Trends, and Challenges of Smart Mosque Research: A Systematic Literature Review 2021–2026

  Jamrud Aminuddin, Safiq, Kartika Sari

  2350-2360

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  DOI : 10.33395/sinkron.v10i4.16768

  Abstract views: 0

• Development of Deep Learning Based Augmented Reality Learning to Improve Student Motivation and Skills

  Muhammad Ridwan Lubis, Eka Irawan

  2062-2069

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  DOI : 10.33395/sinkron.v10i4.16238

  Abstract views: 0

• Enterprise Architecture for a Palm Oil Agribusiness ERP Using TOGAF and ArchiMate

  Naura Anasya, Januponsa Firizqi, Erick Dazki, Handri Santoso, Richardus Indrajit

  DOI : 10.33395/sinkron.v10i4.16782

  Abstract views: 0

• IoT-Based Server Room Environmental Monitoring Using ASHRAE TC 9.9 and RoC Alarm

  Rachmat Farizky, Sahirul Alam

  DOI : 10.33395/sinkron.v10i4.16456

  Abstract views: 0

• Evaluating the Sensitivity–Specificity Trade-off in Risk Factor-Based Cervical Cancer Classification Using SMOTE and ACO-Optimized XGBoost

  Titin Prihatin, Suharjanti Suharjanti, Resti Lia Andharsaputri, Hafis Nurdin

  2307-2318

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  DOI : 10.33395/sinkron.v10i4.16797

  Abstract views: 0

• Clustering Pospay User Reviews Using Rule-Based Hybrid K-Means and TF-IDF

  Suci Tamaro Siahaan, Christian Dwi Suhendra, Lion Ferdinand Marini

  DOI : 10.33395/sinkron.v10i4.16556

  Abstract views: 0

• Implementation of a Hybrid CNN-BiLSTM-Attention Model for Detecting Respiratory Sound Abnormalities

  Fikky Aprico, Kristiawan Nugroho

  DOI : 10.33395/sinkron.v10i4.16621

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• IoT-Based Empirical Validation of the Open-Meteo Global Weather Model

  Carmen Claudia

  2074-2085

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  DOI : 10.33395/sinkron.v10i4.16640

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• An Integrated AHP–PROMETHEE II Framework for Refrigerated Transport Service Provider Selection

  Minh Nhat Nguyen

  DOI : 10.33395/sinkron.v10i4.16652

  Abstract views: 0

• Evaluating Kubernetes Autoscaling and Load Balancing to Improve Student Feedback Application Performance

  Arvita Agus Kurniasari, Bety Etikasari, Aji Seto Arifianto, Lukie Perdanasari, Ahmad Fahriyannur Rosyady

  2087-2099

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  DOI : 10.33395/sinkron.v10i4.16690

  Abstract views: 0

• Explainable AI-Based Hybrid LightGBM–LSTM for Banking Fraud Detection

  Rafif Ramadhan Al Yarda, Fauziah

  2319-2335

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  DOI : 10.33395/sinkron.v10i4.16711

  Abstract views: 0

• Enterprise Architecture for Multi-Sided E-Commerce Marketplaces: A Completeness-Driven TOGAF-Zachman Approach

  Stephen Edlin, Handri Santoso, Erick Dazki, Januponsa Dio Firizqi, Richardus Eko Indrajit

  2113-2130

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  DOI : 10.33395/sinkron.v10i4.16735

  Abstract views: 0

• Implementation of Soft Voting Ensemble Learning for Early Detection of Type 2 Diabetes Mellitus

  Carles, Osi Draini, Sabtria Winda Sari, Nu'man, M. Khairul Anam

  DOI : 10.33395/sinkron.v10i4.16740

  Abstract views: 0

• Predicting E-Commerce Greenwashing Using Random Forest Machine Learning: Legal Analysis and Marketing Management Strategies

  Firman Syahputra; Juliya Maria, Hilda Elsera Br Sembiring

  2168-2184

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  DOI : 10.33395/sinkron.v10i4.16770

  Abstract views: 0

• Comparative Evaluation of Random Forest and XGBoost for Bearing Capacity Prediction On Slopes

  Rahmathiyah Amanda, Lindung Zalbuin Mase, Aidil Fitriansyah, Rena Misliniyati, Muharram Nur Fikri

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  DOI : 10.33395/sinkron.v10i4.16417

  Abstract views: 0

• Usability Evaluation of the PSP Mobile Application Based on User Experience

  Zakki Alawi, Muhammad Abdul Ghofur, Nirma Ceisa Santi, Hastie Audytra

  2361-2367

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  DOI : 10.33395/sinkron.v10i4.16784

  Abstract views: 0

• Robust Multi-Sensor Machine Learning Models for Goat Barn Microclimate Automation

  Citra Dewi Megawati, Bima Romadhon Parada Dian Palevi, Teo Pei Kian

  2048-2061

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  DOI : 10.33395/sinkron.v10i4.16481

  Abstract views: 0

• Implementation of Integrity Zone Document Classification Using IndoBERT Model and Logistic Regression

  Adidtya Perdana, Nurul Ain Farhana, Didi Febrian

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  DOI : 10.33395/sinkron.v10i4.16585

  Abstract views: 0

• Random Forest Implementation for Indonesian Coffee Identification Based on Digital Image Feature Extraction

  Widya Lelisa Army, Abdul Fadlil, Sunardi

  2405-2415

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  DOI : 10.33395/sinkron.v10i4.16622

  Abstract views: 0

• API Call-Based Windows Malware Detection Using CNN-LSTM-Attention and Explainable SHAP

  Febby Viona, Puguh Hiskiawan

  2368-2381

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  DOI : 10.33395/sinkron.v10i4.16646

  Abstract views: 0

• Analysis of SIEM and NIDS Integration for Network Monitoring

  Suryayusra, Delfin Christofa, Ilman Zuhri Yadi, Rahmat Novrianda Dasmen

  2086-2094

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  DOI : 10.33395/sinkron.v10i4.16680

  Abstract views: 0