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IJADISIndonesian Scientific Journal
Data Science & information systems International Journal of Advances in Data and Information Systems
Open access E-ISSN 2721-3056 Acceptance rate: 28%
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Vol. 7 No. 2 (2026): August 2026 - International Journal of Advances in Data and Information Systems

View Vol. 7 No. 2 (2026): August 2026 - International Journal of Advances in Data and Information Systems
Published: 2026-07-31

Articles

  • Toward Multi-Stakeholder Requirements for Digital Readiness Assessment Systems (DRAS): A Participatory Approach in Higher Education

    Agus Pamuji, Amat Damuri, Reza Hardian
    747-760
    DOI: https://doi.org/10.59395/ijadis.v7i2.1581
    529 172

  • Enhancing Prediction of Satellite-Based NO2 Concentration in ASEAN Using Random Forest Models with Spatial Coordinates and Temporal Lag Features

    Nabil Naufal, Anik Djuraidah, Yenni Angraini
    761-771
    DOI: https://doi.org/10.59395/ijadis.v7i2.1602
    337 166

  • AugLog-LightGBM: A Log-Based Feature AugmentationFramework for Class Imbalance in Credit RiskClassification

    Hana Azizah, Eni Sumarminingsih, Adji Achmad Rinaldo Fernandes
    772-785
    DOI: https://doi.org/10.59395/ijadis.v7i2.1623
    481 107

  • A Systematic Review of AI Personalization for Data Privacy and Recommendation Quality

    Firman Fauzi, Ade Permata Surya, Harefan Arief, Alifiah Ghaniyyu Widyaningrum
    786-800
    DOI: https://doi.org/10.59395/ijadis.v7i2.1432
    477 178

  • An Optimized Heterogeneous Stacking Ensemble with Hyperparameter Optimization for Multi Class Hypertension Risk Classification

    Novi Yona Sidratul Munti, Yuda Irawan, Muhammad Habib Yuhandri
    847-862
    DOI: https://doi.org/10.59395/ijadis.v7i2.1637
    455 145

  • Performance Evaluation of the XGBoost Method for Measuring Uncertainty in Small Area Estimation

    Fida Fariha Amatullah, Khairil Anwar Notodiputro, Anwar Fitrianto
    830-846
    DOI: https://doi.org/10.59395/ijadis.v7i2.1621
    288 139

  • An Optimization Framework for Retrieval Augmented Generation in Indonesian Educational Question Answering

    I Ketut Resika Arthana, Nyoman Gunantara, Made Sudarma, I Made Sukarsa
    816-829
    DOI: https://doi.org/10.59395/ijadis.v7i2.1633
    358 170

  • Robust Clustering Analysis of Village Potential Data in South Sumatra Using MMCD-Based Mahalanobis Distance

    Dwi Fitrianti, Anwar Fitrianto, Anang Kurnia
    801-815
    DOI: https://doi.org/10.59395/ijadis.v7i2.1568
    413 102

  • Weather-Aware Prediction of Trail Running Finish Times Using Machine Learning

    Muhammad Annas darunnaja, Mokhamad Amin Hariyadi, Okta Qomaruddin Aziz, M.Kom., Johan Ericka Wahyu Prakasa, Agung Teguh Wibowo Almais
    738-746
    DOI: https://doi.org/10.59395/ijadis.v7i2.1610
    467 141

  • Impact of DTW-Based K-Medoids and Fuzzy C-Means Clustering on the Forecasting Accuracy of ARIMA, TCN, and Hybrid Models in Anomalous Time Series

    Meavi Cintani, I Made Sumertajaya, Yenni Angraini
    879-895
    DOI: https://doi.org/10.59395/ijadis.v7i2.1569
    414 145

  • Evaluation of Resampling Methods in Multigroup Truncated Spline Semiparametric Path Analysis: A Simulation Study of Artificial Intelligence in Student Learning

    M. Dziqri Nur Rohiim, Adji Achmad Rinaldo Fernandes, Achmad Efendi, Mujiono, Kamelia Hidayat
    896-906
    DOI: https://doi.org/10.59395/ijadis.v7i2.1577
    411 101

  • Towards Robust Cross-Dataset Pothole Detection Through Multi-Dataset Pretraining

    Hanifatus Sa’diyah Widihasaniputri, Oddy Virgantara Putra, Murhadi Murhadi
    907-920
    DOI: https://doi.org/10.59395/ijadis.v7i2.1551
    544 171

  • Traffic Sign Recognition using Capsule Network

    Mutaqin Akbar, Agus Sidiq Purnomo, Supatman Supatman, Bernadete Deta
    921-931
    DOI: https://doi.org/10.59395/ijadis.v7i2.1599
    348 133

  • Tourist Satisfaction Analysis of East Aceh Coastal Ecotourism Using Stacking Machine Learning and GUI Integration

    Imam Gunanjar, Ryanda Saputra, Shary Armonitha Lusiana, Martahadi Mardhani, M. Khairul Anam
    932-944
    DOI: https://doi.org/10.59395/ijadis.v7i2.1614
    386 162

  • Global Migration System using Agile Methodology: Case Study ServiceNow Version from Vancouver to Washington in Multinational Tobacco Company

    Tajghina Qatrunnada Firdaus, Teguh Raharjo, Anita Nur Fitriani
    945-959
    DOI: https://doi.org/10.59395/ijadis.v7i2.1550
    412 100

  • Quantifying Cross-Lingual Sentiment Prediction Difference in Bilingual Pop-Culture Reviews via Dual Monolingual Transformers and Jensen-Shannon Divergence

    Azfani Naurotul Jannah, Triando Hamonangan Saragih, Irwan Budiman, Muliadi Muliadi, Radityo Adi Nugroho
    960-977
    DOI: https://doi.org/10.59395/ijadis.v7i2.1678
    392 98

  • Towards Explainable Multidimensional Digital Divide Classification in Online Learning Using Artificial Neural Networks and SHAP

    Imalatul Hidayah, Ririen Kusumawati, Mochamad Imamudin
    978-997
    DOI: https://doi.org/10.59395/ijadis.v7i2.1666
    437 147

  • Integrating Holt-Winters Exponential Smoothing and SAW for Distribution Priority Optimization

    Muhammad Rohman Irsyadi, Mohammad Idhom, Afina Lina Nurlaili
    601-620
    DOI: https://doi.org/10.59395/ijadis.v7i2.1561
    565 89

  • Factors Influencing Citizen Engagement in Digital Government: A UTAUT–TOE Perspective

    Qurrota Ayun Majid, Dana Indra Sensuse
    494-508
    DOI: https://doi.org/10.59395/ijadis.v7i2.1539
    563 164

  • ­Forecasting and Spatial Analysis of Sustainable Development Goals 1 and 4 Using TabNet

    Harfely Leipary, Suryasatria Trihandaru, Hanna Arini Parhusip
    509-519
    DOI: https://doi.org/10.59395/ijadis.v7i2.1535
    486 86

  • An Integrated Data Cleaning and Anomaly Detection Pipeline for Improving Clinical Data Quality in Primary Healthcare

    Bayu Wijaya Putra, M. Rudi Sanjaya, Hasnan Afif
    520-533
    DOI: https://doi.org/10.59395/ijadis.v7i2.1485
    598 146

  • Information Security Governance Model for Higher Education Based on ISO/IEC 27001:2022 and COBIT 2019

    Neonatal March Parera, Wiwin Sulistyo, Johan Jimmy Carter Tambotoh
    534-545
    DOI: https://doi.org/10.59395/ijadis.v7i2.1538
    658 191

  • Performance Comparison of Hybrid Indobert-Self-Paced Ensemble and Indobert- Rusboost for Imbalanced Text Classification (Case Study: Insecurity Detection on Social Media X)

    Emeylia Safitri, I Gusti Ngurah Sentana Putra, Nuramaliyah Nuramaliyah, Ika Nur Laily Fitriana, Ria Faulina
    557-572
    DOI: https://doi.org/10.59395/ijadis.v7i2.1572
    436 163

  • Analysis of Banking Application Reviews Using a Topic-based Sentiment Analysis Approach with Rule-based Lexicon and LDA

    Zahratussyafitri Zahratussyafitri, Kristoko Dwi Hartomo, Yessica Nataliani
    546 - 556
    DOI: https://doi.org/10.59395/ijadis.v7i2.1548
    625 153

  • Hybrid CNN and LLM for Image-Based Classification of Plant Leaf Diseases

    Frenky Riski Gilang Pratama, Sugiarto Surono, Aris Thobirin
    573-584
    DOI: https://doi.org/10.59395/ijadis.v7i2.1559
    628 158

  • Generalization Analysis of YAMNet-DNN Architectures in Deepfake Audio Classification

    Hakam Dzakwan Diash, Dwi Arman Prasetya, Alfan Rizaldy Pratama, Tresna Maulana Fahrudin
    585-600
    DOI: https://doi.org/10.59395/ijadis.v7i2.1567
    443 174

  • The Trust-Engagement Bridge: Connecting Multidimensional Value to Social Commerce Success

    Grandys Frieska Prassida, Kanaya Dwi Tanantha, Marshanda Azahra Yasir
    483-493
    DOI: https://doi.org/10.59395/ijadis.v7i2.1527
    426 181

  • Assessing Data Sharing Risk in Cross-Border Payment: Insights from Institutional Experts

    Dian Prima Sari, Yudho Giri Sucahyo
    621-634
    DOI: https://doi.org/10.59395/ijadis.v7i2.1578
    508 134

  • Enhancing Trust in Digital Procurement: The Role of E-Signature and Information Quality in Billing System Adoption among SMEs

    Fanny Leonita Felysia, Tanty Oktavia
    635-644
    DOI: https://doi.org/10.59395/ijadis.v7i2.1555
    305 128

  • Evaluating Access Management Effectiveness for SOX-Driven IT General Controls Using NIST SP 800-53

    Irwan Shofwan, Muhammad Hafizhuddin Hilman, Raden Trimanadi
    645-655
    DOI: https://doi.org/10.59395/ijadis.v7i2.1507
    519 132

  • Network Traffic Anomaly Detection for Server Security Using a Hybrid CNN–BiLSTM and LightGBM Optimized by Whale Optimization Algorithm

    Marliana Sari, Nanang Sadikin, Andi Supriadi Chan
    656-670
    DOI: https://doi.org/10.59395/ijadis.v7i2.1545
    344 83

  • Modeling Earth Skin Temperature and Cloud Amount: A Hybrid Fourier Series – Neural Network for Kalimantan Environmental Patterns

    Andrea Tri Rian Dani, Nur Chamidah, I Nyoman Budiantara, Dursun Aydin, Ahmad Hakiim Jamaluddin, Naufal Ramadhan Al Akhwal Siregar
    671-686
    DOI: https://doi.org/10.59395/ijadis.v7i2.1549
    462 137

  • Development of a Composite Eutrophication Proxy Index (CEPI) Using Sentinel-2 GeoAI Time-Series for Lake Toba

    Hardinan Sinaga, Kristoko Dwi Hartomo, Sri Yulianto Joko Prasetyo
    687-699
    DOI: https://doi.org/10.59395/ijadis.v7i2.1596
    282 123

  • Comparative Analysis of Digital Forensic Approaches for Hoax Content on TikTok Across Smartphone and Web Platforms

    Imam Riadi, Indah Rafni Yuni Pratiwi, Abdul Fadlil
    700-715
    DOI: https://doi.org/10.59395/ijadis.v7i2.1544
    342 164

  • Evaluating GPT-4o-based Data Augmentation for Imbalanced Multiclass Sentiment Classification of GoPay Reviews Using IndoBERT-LoRA

    Muhammad Yusran, Farit Mochamad Afendi, Anwar Fitrianto
    716-737
    DOI: https://doi.org/10.59395/ijadis.v7i2.1620
    422 146

  • Spatio-Temporal Forest and Land Fire Risk Modeling in Sumatra Using Atmospheric-Edaphic Integration via Bivariate Fuzzy C-Means

    Ade Firmansyah, Dedi Darwis
    863-878
    DOI: https://doi.org/10.59395/ijadis.v7i2.1564
    533 188