JUITA Vol. 14 Issue 2, July 2026

Published: 2026-07-15

Articles

  • Comparison of the Performance of the DBSCAN and ST-DBSCAN Text Mining Algorithms for the Distribution of Ornamental Fish Sales

    Atika Putri, Putri Yuli Utami, Rizki Surtiyan Surya
    231-239
    DOI: https://doi.org/10.30595/juita.v14i2.28207

  • Evaluation of News Sentiment Impact on Crude Oil Prices via BERT-Enhanced Deep Learning Classifiers

    Ahmad Muhariya, Indrawan Ady Saputro, Dziky Ridhwanullah
    240-251
    DOI: https://doi.org/10.30595/juita.v14i2.28411

  • Decision Tree Model for Maternal Risk Classification Based on Kartu Skor Poedji Rochjati

    Dyah Megawati Surip Solekhah, Annisa Maulida Ningtyas
    252-261
    DOI: https://doi.org/10.30595/juita.v14i2.28509

  • A Mamdani Fuzzy-C4.5 Hybrid Model for River Water Quality Assessment: A Case Study of the Beringin River

    Fianti Fianti, Risma Dwi Rahmawati, Sunarno Sunarno, Suharto Linuwih, Siti Wahyuni, Fifin Dewi Ratnasari
    262-270
    DOI: https://doi.org/10.30595/juita.v14i2.28583

  • Performance Evaluation of PHP Data Object and Native Database Connection for CRUD Optimization Across MySQL, PostgreSQL, and MySQLite

    Warto Warto, Anas Azhimi Qalban, Yusuf Heriyanto, Putra Aditya Priyono
    271-280
    DOI: https://doi.org/10.30595/juita.v14i2.28822

  • A Comparative Evaluation of Various Imputation Methods for LSTM-Based Climatological Time Series Forecasting

    Dhia Rafifah Thifal, Aji Prasetya Wibawa, Adelia Desyana Eka Putri, Adelia Khansa Ristiaputri, Adhelia Wida Khaidir, Agung Bella Putra Utama
    281-291
    DOI: https://doi.org/10.30595/juita.v14i2.29185

  • Evaluating Hybrid GA-SVM Feature Selection for Indonesian Sentiment Classification Using LSTM

    Siti Mujilahwati, Noor Zuraidin bin Mohd Safar
    292-302
    DOI: https://doi.org/10.30595/juita.v14i2.29602

  • Integrating User Acceptance Evaluation into District-Level Mobile Health System Design for Maternal Care

    Arif Setia Sandi Ariyanto, Purwono Purwono, Deny Nugroho Triwibowo
    303-312
    DOI: https://doi.org/10.30595/juita.v14i2.29616

  • A Bilingual Academic Chatbot Based on Semantic Retrieval Using mBERT

    Leni Fitriani, Sahrudin Fiqri Muzahidar, Ade Sutedi, Fitri Nuraeni
    313-322
    DOI: https://doi.org/10.30595/juita.v14i2.29667

  • Comparative Evaluation of Ensemble Machine Learning Models for Child Stunting Prediction Using Routine Anthropometric Data in Indonesia

    Mikha Dayan Sinaga, Ratna Sri Hayati, Novriza Rahayu
    323-334
    DOI: https://doi.org/10.30595/juita.v14i2.29709

  • Improving Neutral Sentiment Classification in Indonesian E-Wallet Reviews Using Word2Vec and Easy Data Augmentation (EDA)

    Muhammad Fattah Edric Camilo, Fatma Indriani, Mohammad Reza Faisal, Dwi Kartini, Dodon Turianto Nugrahadi
    335-341
    DOI: https://doi.org/10.30595/juita.v14i2.29770

  • An Indonesian Mental Health Chatbot Model Based on A Sequence to Sequence LSTM

    Nia Ekawati, Nia Ekawati, Imam Riadi, Herman Yuliansyah
    342-352
    DOI: https://doi.org/10.30595/juita.v14i2.30040

  • Multi-Class Mental Health Classification Based on DASS-21 and Perceived Social Support Using Machine Learning Algorithms

    Winny Dwita Sumbayak, Didi Supriyadi, Didi Supriyadi
    353-362
    DOI: https://doi.org/10.30595/juita.v14i2.30073

  • Optimizing Small-Data Learning in Elementary Education: An Explainable Restricted Random Forest Approach for Early Warning

    Supriyanto Supriyanto, Ragil Dian Purnama Putri
    363-372
    DOI: https://doi.org/10.30595/juita.v14i2.30156

  • Edge-Coordinated Lightweight Quantized ANFIS for Adaptive Microclimate Prediction in Energy-Constrained IoT Systems

    Eddy Nurraharjo, Ema Utami, Kusrini Kusrini, Kumara Ari Yuana
    373-382
    DOI: https://doi.org/10.30595/juita.v14i2.30160

  • Geographically Weighted Machine Learning Model for Untangling Spatial Heterogeneity of Dengue Incidence in West Java

    Auralia Putri Astutiningsih, Gangga Anuraga, Hani Brilianti Rochmanto, Muhammad Athoillah
    383-393
    DOI: https://doi.org/10.30595/juita.v14i2.30181

  • Machine Learning Based Early Warning Model for Delayed Student Graduation: A Sixth-Semester Prediction Approach

    Benny Daniawan, Suwitno Suwitno, Andri Wijaya, Ardiane Rossi Kurniawan Maranto, Junaedi Junaedi
    394-402
    DOI: https://doi.org/10.30595/juita.v14i2.30186

  • Optimizing Diabetic Retinopathy Classification Using EfficientNet-B3 with Data Augmentation and Oversampling

    A A JE Veggy Priyangka, Tuga Mauritsius
    403-413
    DOI: https://doi.org/10.30595/juita.v14i2.30410

  • Edge AI-Based Multimodal Biometric Smart Reader Using YOLOv8 for Integrated Academic Attendance Systems

    Nurhadi Nurhadi, Emil Naf'an, Desyanti Desyanti, Mustazzihim Suhaidi
    414-424
    DOI: https://doi.org/10.30595/juita.v14i2.30527

  • A Nonlinear Utility-Based GDSS Model for Village Development Priority Determination

    Ubaidilah Aminuddin Thoyieb, Dyah Aruming Tyas, Sri Mulyana
    425-433
    DOI: https://doi.org/10.30595/juita.v14i2.30656

  • Performance Comparison of Tree-Based Models for Heart Disease Prediction Using Feature Selection and SMOTE

    Santi Santi, Ema Utami
    434-443
    DOI: https://doi.org/10.30595/juita.v14i2.29098