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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. 6 No. 3 (2025): December 2025 - International Journal of Advances in Data and Information Systems

Indonesia   Türkiye

This issue brings together 25 peer-reviewed articles authored by 76 researchers from 2 countries: Indonesia and Türkiye.

Published: 2025-12-01

Articles

  • Enhancing Medical Data Security Through Blockchain Smart Contract and Decentralized Application

    Herman Herman, Rinday Zildjiani Salji, Herman Yuliansyah
    513-527
    DOI: https://doi.org/10.59395/ijadis.v6i3.1387
    1139 745

  • Automated Oil Palm Health Assessment Using Object-Based Deep Learning and High-Resolution UAV Imagery in Indonesia

    Atut Pindarwati, Arie Wahyu Wijayanto, I Putu Agus Karmawan, Ardhan Yeza, Asriadi Sakka
    528-543
    DOI: https://doi.org/10.59395/ijadis.v6i3.1391
    1316 698

  • A Value-Driven Approach to Software Project Prioritization: Integrating AHP and Value-Focused Thinking in a Messaging Service Firm

    Fauziah Firlita Ningsih, Meditya Wasesa
    544-560
    DOI: https://doi.org/10.59395/ijadis.v6i3.1401
    1071 659

  • Development and Implementation of the Primakara Virtual Assistant Based on Generative Artificial Intelligence

    Made Adi Paramartha Putra, I Putu Buda Suyasa, I Made Artana, Nengah Widya Utami
    561-574
    DOI: https://doi.org/10.59395/ijadis.v6i3.1407
    1042 717

  • Comparative Analysis of ARIMA and Fourier Series Methods for Air Temperature Forecasting in Surabaya

    Annas Thasya Haafizhah Salsabiila, Regita Putri Permata, Sri Hidayati
    575-591
    DOI: https://doi.org/10.59395/ijadis.v6i3.1415
    871 579

  • Comparison of Transfer Learning Using VGG16, MobileNetV2, and ResNet50 for Pornography Image Detection

    Christopher Ade SihWardana, Sani Muhamad Isa
    592-606
    DOI: https://doi.org/10.59395/ijadis.v6i3.1418
    2231 1128

  • Ambidextrous AI Governance for Driving SmartCo’s Digital Transformation Using COBIT 2019 Traditional and DevOps

    Octamevia Inkaputri Azzahra, Rahmat Mulyana, Taufik Nur Adi
    607-624
    DOI: https://doi.org/10.59395/ijadis.v6i3.1419
    1447 701

  • Passenger and Revenue Estimation for New Rail Transit Lines Under Construction: A Demographic Approach

    Tarisma Dwi Putri Alifianti, Rifdatun Ni’mah, , Regita Putri Permata
    625-637
    DOI: https://doi.org/10.59395/ijadis.v6i2.1420
    969 486

  • Spatiotemporal Clustering of Key Food Commodity Prices Using Multivariate Time Series

    Dhiya Ulayya Tsabitah, Yenni Angraini, I Made Sumertajaya
    638-652
    DOI: https://doi.org/10.59395/ijadis.v6i3.1422
    1189 643

  • Enhancing GERD Disease Prediction using Extra Tree Classifier Tuned by Komodo Mlipir Algorithm

    Diya Namira Purba, Rida Indah Fariani
    653-662
    DOI: https://doi.org/10.59395/ijadis.v6i3.1428
    913 593

  • Enhanced Classification of Lombok Pearl Quality Based on Shape and Size Using PSO-Optimized Artificial Neural Network

    Muhammad Izzul Anshori, Pulung Nurtantio Andono, Arief Soeleman
    663-677
    DOI: https://doi.org/10.59395/ijadis.v6i3.1434
    945 655

  • Analysis Of Healthcare Employees Acceptance Of Digital Transformation In Inpatient Department Electronic Medical Record (EMR) Application At Private Hospital In Tangerang

    Ricko Sony Siagian, Viany Utami Tjhin
    678-691
    DOI: https://doi.org/10.59395/ijadis.v6i3.1436
    1090 500

  • Discovering Student Learning Paths: An Educational Process Mining Approach in Moodle

    Supriyanto Supriyanto, Taufiq Ismail, Fariz Setyawan
    692-704
    DOI: https://doi.org/10.59395/ijadis.v6i3.1437
    1267 601

  • Classification of Crystallization Images of Pharmaceutical Raw Materials Using Convolutional Neural Network Algorithm

    Anton Yudhana, Julia Mega Reski
    705-715
    DOI: https://doi.org/10.59395/ijadis.v6i3.1440
    1215 706

  • Analysis of A Deep Learning Algorithm for Fracture Detection In X-Ray Images

    Alana Mulya Zebada, Endang Wahyu Pamungkas
    716-734
    DOI: https://doi.org/10.59395/ijadis.v6i3.1451
    901 640

  • Geospatial Model Optimization for Mapping Social Vulnerability to Natural Disasters Using Fuzzy Geographically Weighted Clustering and Flower Pollination Algorithm

    Deden Istiawan, Ratri Wulandari, Windyaning Ustyannie
    735-748
    DOI: https://doi.org/10.59395/ijadis.v6i3.1452
    906 759

  • Developing a Delphi Validated Instrument for Assessing Digital Forensics Readiness Based on COBIT 2019

    Tri Rochmadi, Abdul Fadlil, Imam Riadi
    749-762
    DOI: https://doi.org/10.59395/ijadis.v6i3.1453
    982 750

  • A Performance Enhancement Strategy for Sentiment Classification Models On Political Social Media Using Hyperparameter Tuning And Boosting

    Andi Supriadi Chan, Meryatul Husna, Pandu Pratama Putra
    763-772
    DOI: https://doi.org/10.59395/ijadis.v6i3.1455
    1190 703

  • Sentiment Analysis of Tokopedia Customer Reviews Using BiLSTM and IndoBERT with Comparative Analysis of Preprocessing and Labeling Methods

    Rahmi Anadra, Hari Wijayanto, Kusman Sadik
    773-788
    DOI: https://doi.org/10.59395/ijadis.v6i3.1458
    2354 1576

  • Comparative Analysis of Artificial Neural Networks, Linear Regression, Random Forest, and Support Vector Machine for Predicting Poverty Levels in Indonesia

    Lia Alfia, Fresy Nugroho, Yunifa Miftachul Arif
    789-800
    DOI: https://doi.org/10.59395/ijadis.v6i3.1467
    1256 743

  • Blockchain Technology Adoption for Life Insurance: Risk, Readiness, and Relevance

    Isyrofi Susianto, Setiadi Yazid, Geri Yesa Ermawan
    801-810
    DOI: https://doi.org/10.59395/ijadis.v6i3.1479
    1311 605

  • KNN-MVO-SMOTE Algorithm for Air Quality Imbalanced Data Classification

    Muhammad Miftahur Rizky, Muhammad Itqan Mazdadi, Muliadi Muliadi, Mohammad Reza Faisal, Fatma Indriani, Hasri Akbar Awal Rozaq, Oktay Yildiz
    811-823
    DOI: https://doi.org/10.59395/ijadis.v6i3.1424
    1232 726

  • AI Agents for Organizational Knowledge Retrieval and Sharing: A Systematic Literature Review

    Sri Rosa Anjelia, Dana Indra Sensuse, Sofian Lusa
    824-839
    DOI: https://doi.org/10.59395/ijadis.v6i3.1462
    2610 1545

  • The Role of Simplified Enterprise Architecture (Mini TOGAF) in Improving Project Management Governance and Decision-Making

    Farhan Alif Budianto, Muharman Lubis, Iqbal Yulizar Mukti, Setyo Budianto
    840-849
    DOI: https://doi.org/10.59395/ijadis.v7i1.1493
    1462 1148

  • XGBoost Model Optimization Using PCA for Classification of Cyber Attacks on The Internet of Things

    Afrijal Rizqi Ramadan, Mokhamad Amin Hariyadi, Agung Teguh Wibowo Almais
    850-862
    DOI: https://doi.org/10.59395/ijadis.v6i3.1465
    1731 538