Vol. 8 No. 2 (2024): Article Research Volume 8 Issue 2, April 2024

Articles

• Comparison of Performance of K-Nearest Neighbors and Neural Network Algorithm in Bitcoin Price Prediction

  Eko Aziz Apriadi, Sriyanto, Sri Lestari, Suhendro Yusuf Irianto

  617-622

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  DOI : 10.33395/sinkron.v8i2.13418

  Abstract views: 409

• Edge Detection Model Performance Using Canny, Prewitt and Sobel in Face Detection

  I Wayan Rangga Pinastawa, Musthofa Galih Pradana, Khoironi

  623-631

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  DOI : 10.33395/sinkron.v8i2.13497

  Abstract views: 250

• Optimizing Facial Expression Recognition with Image Augmentation Techniques: VGG19 Approach on FERC Dataset

  Fahma Inti Ilmawati, Kusrini, Tonny Hidayat

  632-640

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  DOI : 10.33395/sinkron.v8i2.13507

  Abstract views: 215

• SIAKAD Mobile With API Service To Improve Academic Services

  Amir Mahmud Husein, Andre Juan Simanjuntak, Candra Julius Sinaga, Mei Monica Tampubolon, Priskila Natalia C. Situmorang

  641-650

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  DOI : 10.33395/sinkron.v8i2.13519

  Abstract views: 258

• Extraction of Shape and Texture Features of Dermoscopy Image for Skin Cancer Identification

  Febri Aldi, Sumijan

  650-660

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  DOI : 10.33395/sinkron.v8i2.13557

  Abstract views: 195

• Integrated Selection of Permanent Teacher Appointments Recommended MCDM-AHP and WASPAS Methods

  Akmaludin, Erene Gernaria Sihombing, Rinawati, Linda Sari Dewi, Ester Arisawati

  661-670

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  DOI : 10.33395/sinkron.v8i2.13063

  Abstract views: 171

• Exploring Regional Development Patterns using Machine Learning: A Python-based Clustering Analysis of Human Development Index in West Java

  Kartika Mariskhana, Ita Dewi Sintawati, Widiarina

  671-678

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  DOI : 10.33395/sinkron.v8i2.13561

  Abstract views: 232

• Analyzing Public Sentiment Regarding the Qatar 2023 World Cup Debate Using TF-IDF and K-Nearest Neighbor Weighting

  Sayyid Muh. Raziq Olajuwon, Kusrini, Kusnawi

  679-688

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  DOI : 10.33395/sinkron.v8i2.13275

  Abstract views: 159

• Comparison Of Naïve Bayes And Decision Trees In Determining The Best Manager Of Nurul Jadid Islamic Boarding School Based On Forward Selection

  Farhan Dardiri

  689-698

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  DOI : 10.33395/sinkron.v8i2.13498

  Abstract views: 126

• C4.5 Forward Selection Based Algorithm For Class Level Classification Of Nurul Jadid Islamic Boarding School Students

  Muhammad Isomul Irfan

  699-712

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  DOI : 10.33395/sinkron.v8i2.13514

  Abstract views: 115

• GOVERNANCE EVALUATION ELECTRONIC SECURITY SYSTEM (ESS) (Case Study: ABC Central Bank)

  RZ Abdul Aziz, Anas Ikhsanudin, M Said Hasibuan

  713-726

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  DOI : 10.33395/sinkron.v8i2.13540

  Abstract views: 153

• Comparison of Naïve Bayes and SVM in Sentiment Analysis of Product Reviews on Marketplaces

  Nurul Zalza Bilal Jannah, Kusnawi

  727-733

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  DOI : 10.33395/sinkron.v8i2.13559

  Abstract views: 265

• Comparison of Smartphone Technology using AHP, ELECTRE, and PROMETHEE Methods

  Akmaludin, Adhi Dharma Suriyanto , Nandang Iriadi, Kudiantoro Widianto

  734-747

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  DOI : 10.33395/sinkron.v8i2.13085

  Abstract views: 193

• Analyzing UI and UX of Verval PTK: Impact on Elementary School Data Precision

  Shamsul Huda, Ari Eko Wardoyo, Henny Wahyu Sulistyo

  748-755

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  DOI : 10.33395/sinkron.v8i2.13572

  Abstract views: 141

• Comparative Study: Preemptive Shortest Job First and Round Robin Algorithms

  Rakhmat Purnomo, Tri Dharma Putra

  756-763

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  DOI : 10.33395/sinkron.v8i2.12525

  Abstract views: 166

• Feasibility Analysis of Bengkel Koding Website Using Black Box Testing and Boundary Value Analysis

  Clara Edrea Evelyna Sony Putri, Ajib Susanto

  764-776

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  DOI : 10.33395/sinkron.v8i2.13589

  Abstract views: 330

• Comparison of CNN and SVM Methods on Web-based Skin Disease Classification Process

  Ahmad Ilham Kushartanto, Fauziah, Rima Tamara Aldisa

  778-788

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  DOI : 10.33395/sinkron.v8i2.13349

  Abstract views: 231

• Development of an Intelligent Imaging System for Determining Maturity of Copra Flesh in Coconuts Using Shape and Texture Extraction

  Yogi Wiyandra, Firna Yenila, Suci Wahyuni

  789-796

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  DOI : 10.33395/sinkron.v8i2.13369

  Abstract views: 242

• Clothing Recommendation System Using the K-Nearest Neighbor Method

  Arya Maghrizal Putra, Muhamad Irsan, Muhammad Faris Fathoni

  797-804

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  DOI : 10.33395/sinkron.v8i2.13377

  Abstract views: 153

• Rice Plant Disease Detection System Using Transfer Learning with MobilenetV3Large

  Rifqi Raenanda Faqih, Muhamad Irsan, Muhammad Faris Fathoni

  805-812

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  DOI : 10.33395/sinkron.v8i2.13383

  Abstract views: 260

• Optimizing Attendance Data Security by Implementing Dynamic AES-128 Encryption

  Mukhsin Nuzula, Yuwaldi Away, Kahlil; Andri Novandri

  813-823

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  DOI : 10.33395/sinkron.v8i2.13412

  Abstract views: 201

• Sentiment Analysis of Mobile Provider Application Reviews Using Naive Bayes Algorithm and Support Vector Machine

  Tiara Sari Ningsih; Teguh Iman Hermanto, Imam Ma'ruf Nugroho

  824-835

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  DOI : 10.33395/sinkron.v8i2.13469

  Abstract views: 163

• Hybrid Analysis of Road Service Level Determination Decision Support System

  Dodi Guswandi, Maiyozzi Chairi

  836-845

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  DOI : 10.33395/sinkron.v8i2.13499

  Abstract views: 100

• Classification of types Roasted Coffee Beans using Convolutional Neural Network Method

  Halifa Sekar Metha, Kusrini, Dhani Ariatmanto

  846-851

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  DOI : 10.33395/sinkron.v8i2.13517

  Abstract views: 166

• Face Detection in Complex Background using Scale Invariant Feature Transform and Haar Cascade Classifier Methods

  Dyah Kartika Damarsiwi, Elindra Ambar Pambudi, Maulida Ayu Fitriani, Feri Wibowo

  852-860

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  DOI : 10.33395/sinkron.v8i2.13556

  Abstract views: 206

• Music Genre Classification Using K-Nearest Neighbor and Mel-Frequency Cepstral Coefficients

  Tika Pratiwi, Andi Sunyoto , Dhani Ariatmanto

  861-867

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  DOI : 10.33395/sinkron.v8i2.12912

  Abstract views: 180

• Stability Analysis of Dapodik Website: A WebQual Efficiency Model Approach

  Hadi Mulyono, Ari Eko Wardoyo, Luluk Handayani

  867-876

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  DOI : 10.33395/sinkron.v8i2.13573

  Abstract views: 117

• LSB-2 Steganography with Brotli Compression and base64 Encoding for Improving Data Embedding Capacity

  Muhammad Yiko Satriyawibawa, Pulung Nurtantio Andono, Lim Way Soong, Ng Poh Kiat

  878-884

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  DOI : 10.33395/sinkron.v8i2.13264

  Abstract views: 274

• Depression Detection of Users in Social Media X using IndoBERTweet

  Muhammad Fadhel, Warih Maharani

  885-891

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  DOI : 10.33395/sinkron.v9i2.13354

  Abstract views: 289

• Laptop Recommender System Using the Hybrid of Ontology-Based and Collaborative Filtering

  A. D. A. Putra, Z. K. A. Baizal

  892-901

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  DOI : 10.33395/sinkron.v9i2.13370

  Abstract views: 343

• Implementation of App Engine and Cloud Storage as REST API on Smart Farm Application

  Khoirul Azkiya, Muhamad Irsan, Muhammad Faris Fathoni

  902-910

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  DOI : 10.33395/sinkron.v8i2.13386

  Abstract views: 226

• An In-Depth Analysis of SIMPKB: Revealing Performance Tests and Efficiency from a User Experience

  Hariono Ponco Adi, Ari Eko Wardoyo, Habibatul Azizah

  911-918

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  DOI : 10.33395/sinkron.v8i2.13574

  Abstract views: 144

• Effect of Epoch Value on the Performance of the RNN-LSTM Algorithm in Classifying Lazada App Review Sentiments

  Maswan Pratama Putra, Yuliant Sibaroni

  918-928

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  DOI : 10.33395/sinkron.v8i2.13368

  Abstract views: 231

• Analysis of TF-IDF and TF-RF Feature Extraction on Product Review Sentiment

  Keisha Priya Harmandini, Kemas Muslim L

  929-937

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  DOI : 10.33395/sinkron.v8i2.13376

  Abstract views: 301

• Sentiment Analysis of the 2024 Indonesia Presidential Election on Twitter

  Lisyana Damayanti, Kemas Muslim Lhaksmana

  938-946

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  DOI : 10.33395/sinkron.v8i2.13379

  Abstract views: 692

• Prediction of Stunting in Toddlers Using Bagging and Random Forest Algorithms

  Juwariyem, Sriyanto, Sri Lestari, Chairani

  947-955

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  DOI : 10.33395/sinkron.v8i2.13448

  Abstract views: 235

• Diabetes Disease Detection Classification Using Light Gradient Boosting (LightGBM) With Hyperparameter Tuning

  Elisa Ramadanti, Devi Aprilya Dinathi, christianskaditya, Didih Rizki Chandranegara

  956-963

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  DOI : 10.33395/sinkron.v8i2.13530

  Abstract views: 323

• Optimizing Iron Price Forecasting with Linear Regression Analysis and RapidMiner

  Rahmatul Istiqomah, Rita Ambarwati

  964-973

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  DOI : 10.33395/sinkron.v8i2.13560

  Abstract views: 145

• Designing an Application for Detecting Diseases of Rice Plants Using OOAD Method

  Wijdan Khalil, Muhammad Irsan, Muhammad Faris Fathoni

  974-982

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  DOI : 10.33395/sinkron.v8i2.13378

  Abstract views: 133

• Enhancing Cable News Network Comprehension: Text Rank Integrated Natural Language Processing Summary Algorithm

  Duta Pramudya Ramadhan, Djarot Hindarto

  983-993

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  DOI : 10.33395/sinkron.v8i2.13600

  Abstract views: 252

• Web Program Testing Using Selenium Python: Best Practices and Effective Approaches

  Rusdiansyah, Nining Suharyanti, Hendra Supendar, Tuslaela Tuslaela

  994-1000

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  DOI : 10.33395/sinkron.v8i2.13569

  Abstract views: 619

• Analysis of The Use of Nguyen Widrow Algorithm in Backpropagation in Kidney Disease

  Romanus Damanik, Muhammad Zarlis, Zakarias Situmorang

  1001-1013

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  DOI : 10.33395/sinkron.v8i2.13608

  Abstract views: 189

• K-Medoids Algorithm to Clustering COVID-19 Patients with Various Age Levels at Hospitals in Yogyakarta Province

  Pratamasari Noor Insani, Endang Darmawan, Sugiyarto

  1014-1018

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  DOI : 10.33395/sinkron.v8i2.13551

  Abstract views: 138

• Development of Machine Learning Model for Breast Cancer Prediction from Ultrasound Images

  Djarot Hindarto, Ferial Hendrata

  1019-1028

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  DOI : 10.33395/sinkron.v8i2.13593

  Abstract views: 288

• Chatbot Design for Interview Questions Using Neural Network Models on the CarTech Website

  Diko Pradana Sihotang, Syaiful Zuhri Harahap, Irmayanti

  1029-1037

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  DOI : 10.33395/sinkron.v8i2.13603

  Abstract views: 192

• An IoT-Enabled Smart Energy Management System to Improve Energy Efficiency in University Laboratory

  Fitri Wibowo, Suheri, Pausta Yugianus

  1038-1046

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  DOI : 10.33395/sinkron.v8i2.13584

  Abstract views: 302

• Fine-Grained Analysis of Coral Instance Segmentation using YOLOv8 Models

  Wahyu Maulana Hassanudin, Victor Gayuh Utomo, Riski Apriyanto

  1047-1055

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  DOI : 10.33395/sinkron.v8i2.13583

  Abstract views: 376

• Optimization of the Artificial Neural Network Algorithm with Genetic Algorithm in Stroke Prediction

  Serin Wulandari, Yogi Isro’ Mukti, Tri Susanti

  1056-1063

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  DOI : 10.33395/sinkron.v8i2.13609

  Abstract views: 297

• Application of Decision Tree Method in ECG Signal Classification For Heart Disorder Detection

  Jepri Banjarnahor, Friska Sinaga, Dedi Setiadi Sitorus, Wahyu Adventus Andreas Sitanggang, Mardi Turnip

  1064-1072

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  DOI : 10.33395/sinkron.v8i2.13596

  Abstract views: 430

• Improving Digital Image Clarity: A Study on the Application of Histogram Equalization for Noise Correction

  Surmayanti, Sumijan

  1073-1079

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  DOI : 10.33395/sinkron.v8i2.13564

  Abstract views: 75

• Designing Integrated IT Architecture for Health Monitoring Internet of Things: Findings Exploratory Study

  Sabrina Fajrul Ula Usman, Djarot Hindarto, Ririn Ikana Desanti

  1080-1090

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  DOI : 10.33395/sinkron.v8i2.13592

  Abstract views: 202

• Enterprise Architecture for Efficient Integration of IoT Lighting System in Smart City Framework

  Nadia Amalia, Djarot Hindarto

  1091-1099

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  DOI : 10.33395/sinkron.v8i2.13591

  Abstract views: 321

• Implementation of Data Mining to Determine Sales Patterns Using the Apriori Method

  Muhammad Zakuan Ritonga, Angga Putra Juledi, Rahma Mutia

  1100-1106

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  DOI : 10.33395/sinkron.v8i2.13621

  Abstract views: 163

• Uncovering Blockchain's Potential for Supply Chain Transparency: Qualitative Study on the Fashion Industry

  Djarot Hindarto, Syariful Alim, Ferial Hendrata

  1107-1115

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  DOI : 10.33395/sinkron.v8i2.13590

  Abstract views: 244

• Performance Analysis of Random Forest Algorithm for Network Anomaly Detection using Feature Selection

  Triya Agustina, Masrizal, Irmayanti

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  DOI : 10.33395/sinkron.v8i2.13625

  Abstract views: 339

• Advancing Fruit Image Classification with State-of-the-Art Deep Learning Techniques

  Yunan Fauzi Wijaya, Djarot Hindarto

  1125-1134

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  DOI : 10.33395/sinkron.v8i2.13604

  Abstract views: 172

• Application of Data Mining using the K-Means Method for Visitor Grouping

  Rahmayuni Syah, Marnis Nasution, Irmayanti

  1135 - 1147

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  DOI : 10.33395/sinkron.v8i2.13624

  Abstract views: 142

• Analysis of Student Excellence Classes in Data Mining Using the KNN Method

  Arvida Ritonga, Masrizal, Irmayanti

  1148-1159

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  DOI : 10.33395/sinkron.v8i2.13627

  Abstract views: 139

• Prediction of Stunting in Toddlers Combining the Naive Bayes Method and the C4.5 Algorithm

  Sri Melyani, Syaiful Zuhri Harahap, Irmayanti

  1160-1168

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  DOI : 10.33395/sinkron.v8i2.13651

  Abstract views: 207

• Prediction of Student Graduation Rates using the Artificial Neural Network Backpropagation Method

  Yayuk Ariani, Masrizal, Rahma Muti’ah

  1169-1177

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  DOI : 10.33395/sinkron.v8i2.13659

  Abstract views: 169

• Implementation of Data Mining to Determine Public Interest in Automatic Motorcycles

  Nurul Fatma, Syaiful Zuhri Harahap, Masrizal

  1178-1187

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  DOI : 10.33395/sinkron.v8i2.13637

  Abstract views: 198

• Implementation of Exploratory Data Analysis and Artificial Neural Networks to Predict Student Graduation on-Time

  Sonia Sri Muliani, Volvo Sihombing, Ibnu Rasyid Munthe

  1188-1199

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  DOI : 10.33395/sinkron.v8i2.13658

  Abstract views: 246

• A Comparative Analysis of Machine Learning Algorithms for Predicting Paddy Production

  Nanda Aditya, Ibnu Rasyid Munthe, Volvo Sihombing

  1200-1207

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  DOI : 10.33395/sinkron.v8i2.13666

  Abstract views: 157

• Integration of Artificial Intelligence in Facial Recognition Systems for Software Security

  Widi Santoso, Rahayu Safitri, Samidi

  1208-1214

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  DOI : 10.33395/sinkron.v8i2.13612

  Abstract views: 337

• Integrating TOGAF and Big Data for Digital Transformation: Case Study on the Lending Industry

  Andreas Yudhistira, Ahmad Nurul Fajar

  1215-1225

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  DOI : 10.33395/sinkron.v8i2.13648

  Abstract views: 263

• Robust Regression on Simple Housing Environmental Performance Measurement

  Hafizah Miranda Putri Hrp, Esther Sorta Mauli Nababan, Tulus

  1226-1232

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  DOI : 10.33395/sinkron.v8i2.13725

  Abstract views: 121

• Satisfaction Analysis of The Establishment of a Website-Based Rank System Using Customer Satisfaction Index (CSI) And Importance Performance Analysis (IPA) Methods

  Asima Manurung, Yan Batara Putra Siringoringo, J.L. Marpaung

  1233-1240

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  DOI : 10.33395/sinkron.v8i2.13599

  Abstract views: 209

• Implementation of Cloud Run and Cloud Storage as REST API Service on OutfitHub Application

  Derryl Reflando Tarigan, Muhammad Irsan, Muhammad Faris Fathoni

  DOI : 10.33395/sinkron.v9i2.13387

  Abstract views: 278