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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. 1 (2026): April 2026 - International Journal of Advances in Data and Information Systems

Indonesia   Malaysia   Australia   Pakistan   Türkiye

This issue brings together 35 peer-reviewed articles authored by 112 researchers from 5 countries: Indonesia, Malaysia, Australia, Pakistan, and Türkiye. The cover, foreword, and table of contents can be downloaded here.

Published: 2026-03-29

Articles

  • Comparison of Weather Classification Methods on Weather Images Using GLCM Features With Random Forest and CatBoost Algorithms

    Muhammad Noorhafizi, Triando Hamonangan Saragih, Muhammad Itqan Mazdadi, Muliadi Muliadi, Rudy Herteno, Hasri Awal Akbar Rozaq
    1-11
    DOI: https://doi.org/10.59395/ijadis.v7i1.1456
    1341 885

  • Improving Precision in Small Area Proportion Estimation Using Logit Transformation: A Case of Internet Utilization in Papua’s Regencies, Indonesia (2021)

    Cucu Sumarni , Muhammad Alifh , M. Rijalus Sholihin , Christiana Anggraeni Putri , Gama Putra Danu Sohibien
    12-23
    DOI: https://doi.org/10.59395/ijadis.v7i1.1438
    930 626

  • Uneven Transitions in Container Ship Capacity Across Indo-Pacific Economies (2010–2022): Integrating PCA, ANOVA, and Clustering Evidence

    Ariyono Setiawan, Bambang Widjanarko Otok, Wisnu Handoko, Abdul Razak Abdul Hadi, Choo Wou Onn, Denni Arli
    23-41
    DOI: https://doi.org/10.59395/ijadis.v7i1.1442
    923 493

  • Collaborative Governance in Smart City Makassar: Actors-Networks Across Capacity, Infrastructure, and Policy Domains

    Muh. Awalil Resky Sutanto, Achmad Nurmandi, Herman Lawelai, Velandani Prakoso, Hazel Jovita, Imron Sohsan, Agustiyara Agustiyara
    42-51
    DOI: https://doi.org/10.59395/ijadis.v7i1.1478
    1123 731

  • Integration of Machine Learning and GAP Analysis for a Data Driven Lecturer Performance Evaluation System

    Ramen Antonov Purba, Tori Andika Bukit
    52-61
    DOI: https://doi.org/10.59395/ijadis.v7i1.1481
    1066 547

  • Performance Evaluation of AdamW, RMSProp, and Nadam Optimizers on EfficientNetB2 Model for Image Data Classification

    Fanita Damayanti, Sugiyarto Surono, Aris Thobirin
    62-75
    DOI: https://doi.org/10.59395/ijadis.v7i1.1482
    1288 633

  • Systematic Literature Review - Turning Heads: Quantifying Hedonic, Eudaimonic, and Behavioural Engagement in 360° Tours

    Chairul Rizal, Erni Marlina Binti Saari
    76-96
    DOI: https://doi.org/10.59395/ijadis.v7i1.1477
    900 535

  • Enhancing AI-driven Cybersecurity Awareness Smart Consultant using RAG Method with Hybrid Knowledge Based

    I Putu Agus Eka Pratama, I Made Oka Widyantara, Linawati Linawati, Nyoman Gunantara
    97-109
    DOI: https://doi.org/10.59395/ijadis.v7i1.1488
    1313 641

  • Designing Enterprise Architecture for Vessel Services: A Case Study of PT Pelindo Jasa Maritim

    Triswiza Ariatama, Betty Purwandari , Riri Satria
    110-120
    DOI: https://doi.org/10.59395/ijadis.v7i1.1490
    955 541

  • Multi-Output Classification of Cognitive Levels and Topics in Indonesian Questions using Deep Learning and Transformers

    Orvalamarva Orvalamarva, Oktariani Nurul Pratiwi, Hanif Fakhrurroja
    121-133
    DOI: https://doi.org/10.59395/ijadis.v7i1.1492
    1068 525

  • Usability Evaluation and Alternative Interface Design Recommendations for the GoFood Merchant Application

    Singgih Rochmad Saputro, Harry Budi Santoso
    134-145
    DOI: https://doi.org/10.59395/ijadis.v7i1.1496
    1860 1123

  • SARIMA-GARCH and LSTM Performance for Broiler Meat Price Forecasting: A Case Study in West Sumatra

    Joshua Bryan Wijaya, Indah Dzulkharifah, Varel Geo Syah Putra, Harits Abdurahman, Laily Nissa Atul Mualifah, Windi Pangesti
    146-159
    DOI: https://doi.org/10.59395/ijadis.v7i1.1497
    1079 644

  • A Usability Evaluation of an E-Commerce Checkout System Using SUS and Usability Testing

    Reynald Daffa Pahlevi, Harry Budi Santoso
    160-173
    DOI: https://doi.org/10.59395/ijadis.v7i1.1498
    1683 877

  • Enhancing E-Insurance Mobile Applications through Cognitive Walkthrough and System Usability Scale (SUS): A Case Study of My Taspen Life

    Nur Diarto , Harry Budi Santoso
    174-187
    DOI: https://doi.org/10.59395/ijadis.v7i1.1499
    1077 532

  • Digital Surveillance in Information System Research: A Hybrid Systematic Literature Review and Bibliometric Analysis

    Rika Mulyati, Muharman Lubis, Sinung Suakanto, Andriana Andriana, Ni Ketut Caturwati
    188-201
    DOI: https://doi.org/10.59395/ijadis.v7i1.1501
    1114 615

  • Data Analytics Capability Maturity and Governance Gaps in PT ABC: A Diagnostic Case Study

    Almon Junior Simanjuntak, Achmad Nizar Hidayanto, Raden Trimanadi
    202-216
    DOI: https://doi.org/10.59395/ijadis.v7i1.1503
    1938 616

  • Effectiveness Fine-Tuned Multilingual BERT Model for Sentiments Classification Toward Bali's Cultural Attractions

    Nengah Widya Utami, Amna Binti Saad, Made Adi Paramartha Putra, I Gede Juliana Eka Putra
    217-229
    DOI: https://doi.org/10.59395/ijadis.v7i1.1483
    916 624

  • Online Gambling in Indonesia: User Intention Factors Analysis

    Muhammad Ashfahani Alwafi, Betty Purwandari, Riri Satria, R. Trimanadi
    230-243
    DOI: https://doi.org/10.59395/ijadis.v7i1.1500
    1545 675

  • Development of A Control Delay Layer for Data Transmission Stability in Remote Patient Monitoring System

    Ahmad Sidik Rofiudin, Tien Fabrianti Kusumasari, Sinung Suakanto
    244-259
    DOI: https://doi.org/10.59395/ijadis.v7i1.1509
    908 517

  • SPADE-LSTM: An Integrated Sequential Pattern Mining and Deep Learning for Badminton Next-Stroke Prediction

    Jefita Resti Sari, Sachnaz Desta Oktarina, Erfiani Erfiani
    260-277
    DOI: https://doi.org/10.59395/ijadis.v7i1.1510
    1356 741

  • Identification of Drug Material Melting Conditions from Hot-Stage Microscopy Images Using Active Contour and Support Vector Machine Methods

    Julia Mega Reski, Muhammad Ramadhani
    278-291
    DOI: https://doi.org/10.59395/ijadis.v7i1.1513
    846 481

  • Hybrid Relevance and Sentiment Classification of Indonesian Gold Tweets Using Machine Learning for Market Risk Signal Extraction

    Antika Zahrotul Kamalia, Indra Indra, Arief Wibowo, Jan Everhard Riwurohi, Shiza Hassan
    292-306
    DOI: https://doi.org/10.59395/ijadis.v7i1.1517
    1150 1649

  • A Problem-Driven User Experience Model for Evaluating Government Transparency Platforms: Evidence from A Regional Command Center

    Dwi Yuniarto, A'ang Subiyakto, Aedah Binti Abd. Rahman
    307-316
    DOI: https://doi.org/10.59395/ijadis.v7i1.1519
    933 476

  • Empirical Performance of E2E Frameworks in React-Vue SPAs Using DIA

    Abdillah Rezeki, Setyo Wahyu Saputro, Triando Hamonangan Saragih, Radityo Adi Nugroho, Friska Abadi
    317 -333
    DOI: https://doi.org/10.59395/ijadis.v7i1.1528
    1169 826

  • A Heterogeaneous Dataset–Driven Ensemble Learning Framework for Malicious URL Detection

    Parman Sukarno, Syahrulanuar Ngah
    334-352
    DOI: https://doi.org/10.59395/ijadis.v7i1.1541
    1138 541

  • Spatio-Temporal AIS Big Data Analytics of Vessel Traffic Patterns in Kaohsiung Port

    Afif Zuhri Arfianto, Anisa Fitri Santosa, Imam Sutrisno, Muhammad Khoirul Hasin, I Putu Sindhu Asmara, Dimas Pristovani Riananda, Dwi Sasmita Aji Pambudi
    353-369
    DOI: https://doi.org/10.59395/ijadis.v7i1.1504
    1302 756

  • Deep Learning Approach for Earthquake Detection and Classification using MobileNet V2 Transfer Learning

    Giel Utami Putri Siregar, Agus Subekti, Hasri Akbar Awal Rozaq, Oktay Yildiz
    370-378
    DOI: https://doi.org/10.59395/ijadis.v7i1.1400
    1060 470

  • Digital Reconstruction and Preservation of North Sumatra’s Cultural Heritage: Integrating Generative Adversarial Networks (GAN) and Augmented Reality (AR) for Enhanced Historical Site Visualization - Systematic Literature Review

    Muhammad Eka, Erni Marlina Saari
    379-390
    DOI: https://doi.org/10.59395/ijadis.v7i1.1494
    1144 521

  • A Proof of Concept for Blockchain-Based Microcredential Verification in Higher Education

    Muhammad Fadlan, Endyk Noviyantono, Muhammad Muhammad
    391-401
    DOI: https://doi.org/10.59395/ijadis.v7i1.1516
    1216 419

  • Assesing Digital Evidence Availability in Discord Phishing using ISO/IEC 27037 and Anti-Forensics Analysis

    Anton Yudhana, Zulki Yanto Rivai, Imam Riadi
    402-413
    DOI: https://doi.org/10.59395/ijadis.v7i1.1518
    1033 765

  • A Multilevel Image Processing Approach for Minangkabau Ornament Detection Using CLAHE, Multi Threshold Otsu, and CNN

    Suci Wahyuni, Yogi Wiyandra, Firna Yenila
    414-427
    DOI: https://doi.org/10.59395/ijadis.v7i1.1520
    1206 313

  • Intelligent Decision Support System Based on Deep Learning with the Whale Optimization Algorithm for Oral Cancer

    Dasril Aldo, Adanti Wido Paramadini
    428-439
    DOI: https://doi.org/10.59395/ijadis.v7i1.1521
    1108 353

  • Application of EfficientNetV2-S Architecture with Focal Loss to Overcome Class Imbalances in Skin Cancer Classification

    Marfungah Wati, Aris Thobirin, Sugiyarto Surono
    440-452
    DOI: https://doi.org/10.59395/ijadis.v7i1.1524
    1100 519

  • Android Malware Detection with Hybrid Feature Selection and Bayesian Optimization

    Muhammad Alif Fadhillah, Setyo Wahyu Saputro, Muliadi Muliadi, Mohammad Reza Faisal, Radityo Adi Nugroho
    453-469
    DOI: https://doi.org/10.59395/ijadis.v7i1.1526
    1514 455

  • Machine Learning Algorithm for Questionnaire-Based Student Learning Style Classification

    Herman Yuliansyah, Agung Tri Lestari, Anton Yudhana
    470-482
    DOI: https://doi.org/10.59395/ijadis.v7i1.1536
    1206 450