Vol. 12 No. 3: August 2025

View Vol. 12 No. 3: August 2025
DOI: https://doi.org/10.15294/sji.v12i3
Published: 04-08-2025

Articles

  • Optimization of Random Forest Algorithm with SMOTE Method to Improve the Accuracy of Early Diabetes Prediction

    Siti Khoirun Nisa, Mula Agung Barata, Pelangi Eka Yuwita (Author)
    387-396
    Article ID 22986
    DOI: https://doi.org/10.15294/sji.v12i3.22986

  • Implementation of IndoBERT for Sentiment Analysis of the Constitutional Court's Decision Regarding the Minimum Age of Vice Presidential Candidates

    Very Dwi Setiawan, Dwi Utari Iswavigra, Endang Anggiratih (Author)
    397-406
    Article ID 26320
    DOI: https://doi.org/10.15294/sji.v12i3.26320

  • ATM Network Infrastructure Migration Strategy from Bank to PT XYZ

    Arief Dharmawan, Hilman (Author)
    407-418
    Article ID 24713
    DOI: https://doi.org/10.15294/sji.v12i3.24713

  • Development of Employee Management Information System UI/UX Using a User Centered Design Approach

    Deva Dimastawan Saputra, Sukadarmika, Purnama (Author)
    419-428
    Article ID 27979
    DOI: https://doi.org/10.15294/sji.v12i3.27979

  • Biclustering-Based Analysis to Identify Fruit Production Potential in Indonesia Using Plaid Model Algorithm

    Nadira Nisa Alwani, I Made Sumertajaya, Aji Hamim Wigena (Author)
    429-440
    Article ID 25054
    DOI: https://doi.org/10.15294/sji.v12i3.25054

  • Deep Learning-Based Eye Disorder Classification: A K-Fold Evaluation of EfficientNetB and VGG16 Models

    Cinantya Paramita, Sindhu Rakasiwi, Pulung Nurtantio Andono, Guruh Fajar Shidik, Shier Nee Saw, Muhammad Ivan Rafsanjani (Author)
    441-452
    Article ID 26257
    DOI: https://doi.org/10.15294/sji.v12i3.26257

  • MoLLe: A Hybrid Model for Classifying Diseases in Chili Plants Using Leaf Images

    Itsnaini Irvina Khoirunnisa, Abdul Fadlil, Herman Yuliansyah (Author)
    453-464
    Article ID 29071
    DOI: https://doi.org/10.15294/sji.v12i3.29071

  • SOCA-YOLO: Smart Optic with Coordinate Attention Model for Vision System-Based Eye Disease Detection

    Rianto Rianto, Vega Purwayoga, Aradea, Ali Astra Mikail, Irsalina Yumna (Author)
    465-476
    Article ID 29293
    DOI: https://doi.org/10.15294/sji.v12i3.29293

  • Estimation Model of Nutritional Content Based on Broiler Feed Images Using Convolutional Neural Network and Random Forest

    Abdul Mufti, Imas Sukaesih Sitanggang, Shelvie Nidya Neyman, Luki Abdullah (Author)
    477-486
    Article ID 28682
    DOI: https://doi.org/10.15294/sji.v12i3.28682

  • Ambidextrous Blockchain Governance Approach for Advancing SmartCo's Digital Transformation Using COBIT 2019 Traditional and DevOps

    Izzah Khairiyah, Rahmat Mulyana, Tien Fabrianti Kusumasari (Author)
    487-502
    Article ID 26974
    DOI: https://doi.org/10.15294/sji.v12i3.26974

  • The Digital Escape: Examining the Impact of Role Stressors on Cyberloafing

    Meysi Putri Cristine Saragi, Fuad Mas'ud, Intan Permata Sari, Diana Ayu Setyaningrum (Author)
    503-514
    Article ID 28982
    DOI: https://doi.org/10.15294/sji.v12i3.28982

  • Comparative Analysis: Accuracy of Certainty Factor and Dempster Shafer Methods in Expert Systems for Tropical Disease Diagnosis

    Novi Yanti, Fitri Insani, Okfalisa Okfalisa, Ruri Hartika Zain, Adil Setiawan (Author)
    515-524
    Article ID 28047
    DOI: https://doi.org/10.15294/sji.v12i3.28047

  • Comparative Analysis of High School Student and AI-Generated Essays Using IndoBERT and Linguistic Features

    Muhammad Harits Shofwan Adani, Alqis Rausanfita, Tanzilal Mustaqim (Author)
    525-538
    Article ID 27732
    DOI: https://doi.org/10.15294/sji.v12i3.27732

  • Performance Analysis of Machine Learning Models using RFE Feature Selection and Bayesian Optimization in Imbalanced Data Classification with Shap-Based Explanations

    Nurzatil Aqmar, Hari Wijayanto, Farit Mochamad Afendi (Author)
    539-554
    Article ID 31459
    DOI: https://doi.org/10.15294/sji.v12i3.31459

  • Sensor Integration and ARIMA-Based Forecasting in WAQMS for Environmental Monitoring in Riau Province, Indonesia

    Warnia Nengsih, Cyntia Widiasari, Putri Madhona, Helmi Chazali Lubis, Indra Agus Lukman, T.Marlina Cahyani, Elnovrian Purnama Saghita, Muhammad Saputra, Felix Gary, Eki Haiyal'ulya, Irwan Chandra, Aulia Gusri Pratama, Eka Ariefyanto Putra, Rama Yoedha Satria, Shinta Utiya Syah (Author)
    555-566
    Article ID 24742
    DOI: https://doi.org/10.15294/sji.v12i3.24742