Vol. 11 No. 3: August 2024

View Vol. 11 No. 3: August 2024
DOI: https://doi.org/10.15294/sji.v11i3
Published: 05-08-2024

Articles

  • Analysis of Student Graduation Prediction Using Machine Learning Techniques on an Imbalanced Dataset: An Approach to Address Class Imbalance

    Article ID: 5528
    Dedy Hermanto, Desy Iba Ricoida, Desi Pibriana, Rusbandi, Muhammad Rizky Pribadi (Author)
    559-568
    DOI: https://doi.org/10.15294/sji.v11i3.5528

  • Classification Modeling with RNN-based, Random Forest, and XGBoost for Imbalanced Data: A Case of Early Crash Detection in ASEAN-5 Stock Markets

    Article ID: 4067
    Deri Siswara, Agus M. Soleh, Aji Hamim Wigena (Author)
    569-582
    DOI: https://doi.org/10.15294/sji.v11i3.4067

  • Public Satisfaction with Online Services: (Case Study on the JEPIN Application)

    Article ID: 4144
    Irva Anggita, Ulung Pribadi (Author)
    583-594
    DOI: https://doi.org/10.15294/sji.v11i3.4144

  • Recognition of Organic Waste Objects Based on Vision Systems Using Attention Convolutional Neural Networks Models

    Article ID: 6494
    Aradea, Rianto, Husni Mubarok (Author)
    595-608
    DOI: https://doi.org/10.15294/sji.v11i3.6494

  • Prediction-based Stock Portfolio Optimization Using Bidirectional Long Short-Term Memory (BiLSTM) and LSTM

    Article ID: 5941
    Raditya Amanta Putra, Erna Nurmawati (Author)
    609-620
    DOI: https://doi.org/10.15294/sji.v11i3.5941

  • Feature Expansion with GloVe and Particle Swarm Optimization for Detecting the Credibility of Information on Social Media X with Long Short-Term Memory (LSTM)

    Article ID: 7839
    Famardi Putra Muhammad Raffly, Erwin Budi Setiawan (Author)
    621-634
    DOI: https://doi.org/10.15294/sji.v11i3.7839

  • Comparison of Extremely Randomized Survival Trees and Random Survival Forests: A Simulation Study

    Article ID: 8464
    Mohamad Solehudin Zaenal, Anwar Fitrianto, Hari Wijayanto (Author)
    635-644
    DOI: https://doi.org/10.15294/sji.v11i3.8464

  • Effect of Business Digitalization and Social Media on MSME Performance with Digital Competence as a Mediating Variable

    Article ID: 9942
    Titin, Sutrisno, Henny Mahmudah, Abid Muhtarom, Syamsuri (Author)
    645-660
    DOI: https://doi.org/10.15294/sji.v11i3.9942

  • Community Acceptance of SIKESAL: An UTAUT Model Approach in E-Government Services in Jambi City

    Article ID: 7511
    Bulya Bulya, Ulung Pribadi (Author)
    661-680
    DOI: https://doi.org/10.15294/sji.v11i3.7511

  • Combining Multiple Text Representations for Improved Automatic Evaluation of Indonesian Essay Answers

    Article ID: 9440
    Moh Edi Wibowo, Nur Rokhman, Agus Sihabudin (Author)
    681-692
    DOI: https://doi.org/10.15294/sji.v11i3.9440

  • Hybrid Deep Learning with GloVe and Genetic Algorithm for Sentiment Analysis on X: 2024 Election

    Article ID: 8467
    Mahrunissa Azmima Fitria, Erwin Budi Setiawan (Author)
    693-704
    DOI: https://doi.org/10.15294/sji.v11i3.8467

  • Modified Mixed Effects Random Forest in Small Area Estimation Using PCA and Rotation Forest with Correlated Auxiliary Variables

    Article ID: 10633
    Rizki Ananda, Khairil Anwar Notodiputro, Muhammad Nur Aidi (Author)
    705-720
    DOI: https://doi.org/10.15294/sji.v11i3.10633

  • Analysis of User Experience of the CapCut Application in Generation Z for Social Media Content Using the User Experience Questionnaire Method

    Article ID: 7543
    Damar Wulan, Syaifullah, Eki Saputra, Medyantiwi Rahmawita, Arif Marsal (Author)
    721-732
    DOI: https://doi.org/10.15294/sji.v11i3.7543

  • Performance Comparison of Random Forest (RF) and Classification and Regression Trees (CART) for Hotel Star Rating Prediction

    Article ID: 11068
    Annisaa Utami, Dimas Fanny Hebrasianto Permadi, Yesy Diah Rosita, Jumanto Unjung (Author)
    733-748
    DOI: https://doi.org/10.15294/sji.v11i3.11068

  • Information System for Managing Village-Owned Enterprises (BUMDes) in Bogoharjo Village with DevOps Method

    Article ID: 6627
    Achmad Buchori, Nurul Afifah Muthoharoh, Wijayanto (Author)
    749-760
    DOI: https://doi.org/10.15294/sji.v11i3.6627

  • cPanel Server Hosting Security Against Malware and DDoS Attacks on the Open Journal System Platform

    Article ID: 11605
    Muh Nadzirin Anshari Nur, Hijriani (Author)
    761-772
    DOI: https://doi.org/10.15294/sji.v11i3.11605

  • Behavioral Intention and Adoption of Clinical Informatics Tools: A Study in Regional Public Municipality Clinics

    Article ID: 8794
    Eric Njabulo Mdunge, Ijeoma Noella Ezeji , Neil Evans (Author)
    773-788
    DOI: https://doi.org/10.15294/sji.v11i3.8794

  • Sort Filter Skyline in Movie Recommendation Based on Individual Preferences: Performance and Time Complexity Analysis

    Article ID: 8474
    Alvi Nur Fadhilah, Triawan Adi Cahyanto, Ilham Saifudin (Author)
    789-802
    DOI: https://doi.org/10.15294/sji.v11i3.8474

  • PSNR and SSIM Performance Analysis of Schur Decomposition for Imperceptible Steganography

    Article ID: 9561
    Ajib Susanto, Daurat Sinaga, Ibnu Utomo Wahyu Mulyono (Author)
    803-810
    DOI: https://doi.org/10.15294/sji.v11i3.9561

  • Optimizing Inventory Management: Data-Driven Insights from K-Means Clustering Analysis of Prescription Patterns

    Article ID: 8690
    Aulia Agung Dermawan, Ansarullah Lawi, Dimas Akmarul Putera, Dwi Ely Kurniawan, Kuntum Khoiro Ummatin, Jorvick Steve (Author)
    811-820
    DOI: https://doi.org/10.15294/sji.v11i3.8690

  • Hyperparameter Tuning Decision Tree and Recursive Feature Elimination Technique for Improved Chronic Kidney Disease Classification

    Article ID: 12990
    Aries Gilang Saputra, Purwanto Purwanto, Pujiono Pujiono (Author)
    821-830
    DOI: https://doi.org/10.15294/sji.v11i3.12990

  • Optimizing Deep Learning Models with Custom ReLU for Breast Cancer Histopathology Image Classification

    Article ID: 12722
    Wahyu Adi Nugroho, Catur Supriyanto, Pujiono Pujiono, Guruh Fajar Shidik (Author)
    849-862
    DOI: https://doi.org/10.15294/sji.v11i3.12722

  • Principal Component Analysis for Prediabetes Prediction using Extreme Gradient Boosting (XGBoost)

    Article ID: 13416
    Kartina Diah Kesuma Wardhani, Wenda Novayani (Author)
    863-872
    DOI: https://doi.org/10.15294/sji.v11i3.13416

  • Embedding Quantum Random Phase Encoding Arnold Transform for Advanced Image Security

    Article ID: 12256
    Didik Hermanto, Zudha Pratama (Author); Moch. Sjamsul Hidajat (Translator)
    831-838
    DOI: https://doi.org/10.15294/sji.v11i3.12256

  • Comparative Performance of SVM and Multinomial Naïve Bayes in Sentiment Analysis of the Film 'Dirty Vote'

    Article ID: 10290
    Aisha Shakila Iedwan, Nia Mauliza, Yoga Pristyanto, Anggit Dwi Hartanto, Arif Nur Rohman (Author)
    839-848
    DOI: https://doi.org/10.15294/sji.v11i3.10290