Vol. 10 No. 1 (2026): Article Research January 2026

Articles

• IoT Sensor Data Analysis for Early Fire Detection Using Dynamic Threshold

  Widia Br Tarigan, Robet, Feriani Astuti Tarigan

  200-210

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  DOI : 10.33395/sinkron.v10i1.15478

  Abstract views: 8

• Improving Machine-Learning Malware Detection Through IQR-Based Feature Reduction

  Nurcahyo Fajar Setyanto, Rina Pramitasari, Jeki Kuswanto

  49-63

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  DOI : 10.33395/sinkron.v10i1.15634

  Abstract views: 10

• A Blockchain-Assisted Neural Network Model for Flood Detection and Data Integrity Assurance

  Fattan Rezky Melanza, Djarot Hindarto, Bayu Yasa Wedha, Asrul Sani

  211-219

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  DOI : 10.33395/sinkron.v10i1.15487

  Abstract views: 16

• Optimizing URL-Based Phishing Detection Using XGBoost and Relief Feature Selection

  Wahyu Suryaning Tyas, Fauzi Adi Rafrastara, Wildanil Ghozi

  430-438

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  DOI : 10.33395/sinkron.v10i1.15651

  Abstract views: 4

• Optimization of Web-Based Printing Order Management System Using Redis Database for Efficient Data Handling

  Pita Mellati, Galuh Wilujeng Saraswati, Wildan Mahmud, Erba Lutfina, Resha Meiranadi Caturkusuma

  220-231

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  DOI : 10.33395/sinkron.v10i1.15502

  Abstract views: 10

• An OWL-Based Ontology Model of Food Production and Distribution in Indonesian

  Joko Purwanto, Muhammad Abdul Muin, Adlan Nugroho, Kukuh Muhammad

  294-304

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  DOI : 10.33395/sinkron.v10i1.15664

  Abstract views: 5

• Comparison of XGBoost and Naive Bayes Models in Type 2 Diabetes Prediction with RFE Feature Selection

  Hanisa putri Barus, Robet, Feriani Astuti Tarigan

  352-360

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  DOI : 10.33395/sinkron.v10i1.15509

  Abstract views: 8

• A Comparative Study of MobileNetV2 and ResNet50 for Multi-Class AI- Generated and Real Image Classification

  I Gusti Ngurah Agus Ega Patria Pramudita, I Gede Iwan Sudipa, Yuri Prima Fittryani, Ida Bagus Ary Indra Iswara, I Gusti Ayu Agung Mas Aristamy

  536-549

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  DOI : 10.33395/sinkron.v10i1.15682

  Abstract views: 0

• Causal Analysis of Stunting Determinants Using the Peter-Clark and Greedy Equivalence Search Algorithms

  Nurhaeka Tou, Putri Mentari Endraswari, Syafiranur Iftizam

  DOI : 10.33395/sinkron.v10i1.15532

  Abstract views: 8

• Comparing XGBoost and LightGBM for Optimizing Health Content Categories

  Nanda Oktaviana, Andrianingsih

  DOI : 10.33395/sinkron.v10i1.15545

  Abstract views: 35

• Integrating Agile Development and Content-Based Filtering for Personalized Digital Cultural Heritage Applications: A Case Study of Sri Ranggah Rajasa Sang Amurwabhumi

  Citra Dewi Megawati, salnan Ratih Asriningtias, Teo Pei Kian; Bayu Sutawijaya

  1-14

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  DOI : 10.33395/sinkron.v10i1.15555

  Abstract views: 7

• A Hybrid YOLOv11 and LightFM Model for Emotion-Driven Anime Recommendation

  Kafka Ramadityo, Ida Nurhaida

  DOI : 10.33395/sinkron.v10i1.15579

  Abstract views: 52

• Explainable Machine Learning-Based Decision Tree Model for Early Detection of Hypertension Risk

  Hilda Ayu Sofiani, Isa Iant Maulana, Farrikh Alzami, Muhammad Naufal, Harun Al Azies, Ifan Rizqa, Dewi Agustini Santoso, Siti Hadiati Nugraini

  15-25

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  DOI : 10.33395/sinkron.v10i1.15585

  Abstract views: 12

• Analysis of Factors Causing Toddler’s Malnutrition in Medan City Using the Random Forest Method

  Windi Saputri Simamora, Siti Sarah Harahap, Andre Pratama

  283-293

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  DOI : 10.33395/sinkron.v10i1.15380

  Abstract views: 8

• Implementing a Payment Gateway in the Mount Slamet Hiking Ticketing System

  Faishal Bahy, Dani Arif, M. Syaiful Amin

  406-417

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  DOI : 10.33395/sinkron.v10i1.15600

  Abstract views: 2

• Comparative Analysis of XGBoost, KNN, and SVM Algorithms for Heart Disease Prediction Using SMOTE-Tomek Balancing

  Yuliana, Robet, Leony Hoki

  305-314

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  DOI : 10.33395/sinkron.v10i1.15469

  Abstract views: 14

• Hybrid Multilayer Architecture Integrating Suricata, Wazuh, and Cyber Threat Intelligence for Drive-by-Download Malvertising Detection

  Aurell Zulfa Angger Adrian, Rama Aria Megantara, Farrikh Al Zami

  161-168

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  DOI : 10.33395/sinkron.v10i1.15616

  Abstract views: 14

• Tourism Destination Recommendation Using Blockchain Technology and MCDM Approach

  Irfan Sanjaya, Ariana Azimah, Djarot Hindarto, Asrul Sani

  315-329

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  DOI : 10.33395/sinkron.v10i1.15482

  Abstract views: 14

• Comparative Evaluation of YOLOv8 and YOLOv11 for Student Behavior Detection in Classroom CCTV Environments

  Maya Sofhia

  181-187

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  DOI : 10.33395/sinkron.v10i1.15648

  Abstract views: 7

• Music-Structure Segmentation in Balinese Gamelan (Tabuh Lelambatan) with SSM, Checkerboard Novelty, and HMM

  Ni Nyoman Sucianta Pertiwi, Anak Agung Gde Bagus Ariana, Ni Putu Suci Meinarni, Ayu Gede Willdahlia, Made Suci Ariantini

  343-351

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  DOI : 10.33395/sinkron.v10i1.15494

  Abstract views: 4

• Forecasting Hotel Demand with Time Series Prediction Model Using Random Forest Regression

  Dewa Ayu Kadek Pramita, Ni Wayan Sumartini Saraswati, I Putu Dedy Sandana, Dewa Ayu Putu Rasmika Dewi, Ni Kadek Bumi Krismentari

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  DOI : 10.33395/sinkron.v10i1.15655

  Abstract views: 5

• IndoBERT-Based Pediatric Disease Classification and Symptom-Based Traditional Medicine Recommendation from Lontar Usada Rare

  I Putu Erick Prawira Winata, I Gede Iwan Sudipa, Ni Putu Suci Meinarni , Dewa Ayu Putri Wulandari, Christina Purnama Yanti

  496-511

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  DOI : 10.33395/sinkron.v10i1.15507

  Abstract views: 4

• Evaluation of MobileNet-Based Deep Features for Yogyakarta Traditional Batik Motif Classification

  Umar Muhdhor, Yohannes

  389-395

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  DOI : 10.33395/sinkron.v10i1.15668

  Abstract views: 5

• Blockchain Disaster-Relief DApps with SVM and Data Anchors for Fraud-Prevention

  Agil Zaky Ardhi, Ratih Titi Komala Sari, Novi Dian Nathasia, Sari Ningsih

  96-109

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  DOI : 10.33395/sinkron.v10i1.15522

  Abstract views: 12

• Efficient CNN-Based Classification of SARS-CoV-2 Spike Gene Sequences Using Alignment-Free Encoding

  Rengga Anggarah, Ernawati, Widhia KZ Oktoeberza

  361-372

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  DOI : 10.33395/sinkron.v10i1.15691

  Abstract views: 14

• Machine Learning Analysis of Jakarta Bay Water Quality: Comparing Models

  Aura Savira, Andrianingsih

  110-120

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  DOI : 10.33395/sinkron.v10i1.15540

  Abstract views: 5

• Comparative Analysis of Four Machine Learning Algorithms for Smoke Detection Using SMOTE-Rebalanced Sensor Data

  Marcus Liecero, Robet, Jackri Hendrik

  121-131

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  DOI : 10.33395/sinkron.v10i1.15546

  Abstract views: 10

• Comparative Study of Baseline and CBAM-Enhanced ResNet50 and MobileNetV2 for Indonesian Rupiah Banknote Classification

  Alvin, Robet, Feriani

  373-788

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  DOI : 10.33395/sinkron.v10i1.15558

  Abstract views: 15

• Classification of Instagram and TikTok Addiction Levels among University Students Using the Naive Bayes Classifier

  Indri Monica Cristiani Silalahi, Ummi Athiyah, Diandra Chika Fransisca

  253-262

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  DOI : 10.33395/sinkron.v10i1.15583

  Abstract views: 4

• Digital Transformation of Toddler Posyandu Services via an Android-Based Application

  Harsono, Mulyono, Rinayati

  37-48

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  DOI : 10.33395/sinkron.v10i1.15360

  Abstract views: 15

• User Satisfaction in Moo Opinion App: Machine Learning for Cooperative Segmentation

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

  418-429

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  DOI : 10.33395/sinkron.v10i1.15589

  Abstract views: 4

• Implementation of YOLOv12 and PaddleOCR for Indonesian Bank Statement Table Extraction

  Samuel Miracle Kristanto, Evan Tanuwijaya

  DOI : 10.33395/sinkron.v10i1.15383

  Abstract views: 24

• Towards Adaptive Learning: A Bayesian Knowledge Tracing Approach to Student Skill Prediction Bayesian Knowledge Tracing for Modeling Daily Living Skills in Children with ASD

  I Gde Eka Dharsika, I Made Dedy Setiawan, Ida Bagus Gede Sarasvananda

  263-271

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  DOI : 10.33395/sinkron.v10i1.15605

  Abstract views: 7

• Comparison of IndoBERT and SVM Performance in Sentiment Analysis of Digital Education Platforms

  Aldina Bonaria Siva Br Sembiring, Robet, Leony Hoki

  64-74

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  DOI : 10.33395/sinkron.v10i1.15472

  Abstract views: 13

• Line-of-Sight Dominance Over Vegetation: Simulation-Based LoRa Performance in Tropical Forest Terrain

  Rachmad Atmoko, Rifqi Hidayatullah, Septian Na’im, Izzun Ni`am, AB Setiawan

  DOI : 10.33395/sinkron.v10i1.15627

  Abstract views: 20

• Blockchain and SVM Integration for Distributed DDoS Attack Detection

  Septua Ginta Putra Hia, Nur Hayati, Djarot Hindarto, Asrul Sani

  75-84

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  DOI : 10.33395/sinkron.v10i1.15483

  Abstract views: 13

• Enhancing Feature-Efficient Network Intrusion Detection Using Gradient Boosting and Chi-Square Selection on NSL-KDD

  Gilardinho Javiere Oscoraldo Pedrosa Soares, Fauzi Adi Rafrastara, Ramadhan Rakhmat Sani

  525-535

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  DOI : 10.33395/sinkron.v10i1.15650

  Abstract views: 3

• Evaluation of Machine Learning Algorithm for Automatic Assessment of School Students' English Essay

  Andi Nurfadillah Ali, Muhaimin Hading, Andi Sahra Suryabuana

  85-95

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  DOI : 10.33395/sinkron.v10i1.15496

  Abstract views: 8

• Security Evaluation of Indonesian LLMs for Digital Business Using STAR Prompt Injection

  Hafiz Irwandi, Agnes Irene Silitonga, Rudy Chandra, Windi Saputri Simamora

  449-457

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  DOI : 10.33395/sinkron.v10i1.15662

  Abstract views: 4

• SVM-Based Pediatric Disease Classification Model from the Balinese Lontar Usada Rare Manuscript

  I Gusti Made Ngurah Ari Bhawanaputra, I Gede Iwan Sudipa, Ni Putu Suci Meinarni, I Gusti Ayu Agung Mas Aristamy, Indra Pratistha

  481-494

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  DOI : 10.33395/sinkron.v10i1.15508

  Abstract views: 8

• Feature-Level Fusion of DenseNet121 and EfficientNetV2 with XGBoost for Multi-Class Retinal Classification

  Jovansa Putra Laksana, Yohannes

  439-448

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  DOI : 10.33395/sinkron.v10i1.15670

  Abstract views: 13

• Multi-Disease Retinal Classification Using EfficientNet-B3 and Targeted Albumentations: A Benchmark on Kaggle Retinal Fundus Images Dataset

  Kurniawan Aji Saputra, Farrikh Alzami, Defri Kurniawan, Muhammad Naufal, Muslih, Rama Aria Megantara, Ricardus Anggi Pramunendar

  232-241

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  DOI : 10.33395/sinkron.v10i1.15530

  Abstract views: 27

• A Systematic Literature Review of Machine Learning for Endurance Running Performance Prediction

  Efraim William Solang, Linawati, Ida Bagus Gede Manuaba, I Nyoman Setiawan

  512-524

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  DOI : 10.33395/sinkron.v10i1.15743

  Abstract views: 19

• Heart Disease Classification Using Optimised XGBoost and Random Forest with SHAP Explanations

  Pancar Hizkia Hutagalung, Andrianingsih

  330-342

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  DOI : 10.33395/sinkron.v10i1.15544

  Abstract views: 12

• Implementation of YOLOv11 for Food Detection to Support Nutritional Information in Stunting Prevention

  Dian Restu Adji, Erba Lutfina, Resha Meiranadi Caturkusuma, Galuh Wilujeng Saraswati, Wildan Mahmud

  DOI : 10.33395/sinkron.v10i1.15553

  Abstract views: 19

• Facial Expression Recognition for Monitoring Learning Satisfaction in Smart Learning Environments Using MobileNetV2

  Sandy Radytia, Ucuk Darusalam

  396-405

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  DOI : 10.33395/sinkron.v10i1.15565

  Abstract views: 6

• Fuzzy Time Series Chen Model for Dual-Commodity Agricultural Forecasting: Evidence from Indonesia’s Rice and Corn Production

  I Kadek Artha Wiguna, I Gede Iwan Sudipa, Ni Putu Suci Meinarni, Ketut Jaya Atmaja, Anak Agung Gede Ekayana

  468-480

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  DOI : 10.33395/sinkron.v10i1.15584

  Abstract views: 6

• Decision Model for Best Contraceptive Technique Recommendation Based on Patient's Ideal Profile

  Veronika Novia Hugo, I Gede Iwan Sudipa, Luh Gede Bevi Libraeni, Indra Pratistha, Ketut Jaya Atmaja

  169-180

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  DOI : 10.33395/sinkron.v10i1.15377

  Abstract views: 10

• Adaptive Learning System Based on Human-in-the-Loop for PDF Template Data Extraction

  Moh Syaiful Rahman, Andrianingsih

  145-160

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  DOI : 10.33395/sinkron.v10i1.15598

  Abstract views: 16

• Comparative Study on Machine Learning Algorithms for Code Smell Detection

  Hayya U, Theresia Ratih Dewi Saputri

  188-199

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  DOI : 10.33395/sinkron.v10i1.15439

  Abstract views: 32

• Sarcasm Detection in Indonesian YouTube Comments using Fine-Tuned IndoBERT with Class Imbalance Handling

  Ahmad Muhlis Fanani, Moh. Iwan Wahyuddin

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  DOI : 10.33395/sinkron.v10i1.15607

  Abstract views: 7