Vol. 8 No. 2 (2026): April

Articles

• Post-Quantum Migration in the Financial Sector: A Systematic Review of Readiness, Risks, and Transition Frameworks

  1. Hillary Muzenda, National University of Science and Technology, Zimbabwe
  2. Belinda Ndlovu, National University of Science and Technology, Zimbabwe

  1368-1415
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  DOI: 10.63158/journalisi.v8i2.1477

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• Data-Driven Traffic for Infrastructure Planning: An LSTM Approach Using Indonesian Road-Vehicle Trends

  1. Aria Hendrawan, Universitas Semarang, Indonesia
  2. Nabilah Putri, Universitas Semarang, Indonesia

  1416-1432
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  DOI: 10.63158/journalisi.v8i2.1516

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• Analyzing Public Sentiment on the Proposal to Return Regional Head Elections to DPRD on Platform X Using the C4.5 Algorithm

  1. Ade Novia Maulana, Universitas Islam Negeri Sulthan Thaha Saifuddin Jambi, Indonesia
  2. Wan Moh Yusoff bin Wan Yaacob, Politeknik Tuanku Syed Sirajuddin, Malaysia
  3. Fatima Felawati, Universitas Islam Negeri Sulthan Thaha Saifuddin Jambi, Indonesia

  1433-1450
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  DOI: 10.63158/journalisi.v8i2.1483

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• Institutional and Individual Drivers of AI Adoption in Higher Education: An Integrative TAM–TOE Model

  1. Baiq Sri Mardiani, Universitas Amikom Yogyakarta, Indonesia
  2. Ema Utami, Universitas Amikom Yogyakarta, Indonesia

  1451-1484
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  DOI: 10.63158/journalisi.v8i2.1470

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• CultureFun: An Interactive Web-Based Cultural Learning Platform Using a Human-Computer Interaction Approach

  1. Syaqilla Maulidia, Universitas Paramadina, Indonesia
  2. Najjuan Al Fariz, Universitas Paramadina, Indonesia
  3. Andhika Presha Saputra, Universitas Paramadina, Indonesia
  4. Muhammad Darwis, Universitas Paramadina, Indonesia

  1485-1505
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  DOI: 10.63158/journalisi.v8i2.1472

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• A Multi-Algorithm Approach for Predicting OSCE Exam Passing Status

  1. Zulkifli, Aisyah University, Indonesia
  2. Panji Bintoro, Aisyah University, Indonesia
  3. Fitriana, Aisyah University, Indonesia
  4. Muhammad Galih Ramaputra, Lampung University, Indonesia
  5. Hafsah Mukaromah, Aisyah University, Indonesia

  1506-1533
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  DOI: 10.63158/journalisi.v8i2.1518

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• Real-Time Explainable Concept Drift Detection for Eco-Driving in Mining Trucks using KSWIN and Event-Triggered SHAP

  1. Kusnawi, Diponegoro University; Universitas Amikom Yogyakarta, Indonesia
  2. Mochamad Agung Wibowo, Diponegoro University, Indonesia
  3. Ridwan Sanjaya, Soegijapranata Catholic University, Indonesia

  1534-1556
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  DOI: 10.63158/journalisi.v8i2.1551

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• Data Mining Analysis for KIP Scholarship Eligibility Using Integrated DBSCAN and TOPSIS

  1. Imam Akbar, Universitas Muhammadiyah Enrekang, Indonesia
  2. Chyquitha Danuputri, Muhammadiyah University of Makassar, Indonesia
  3. Rahma, State University of Makassar, Indonesia
  4. Ita Sarmita Samad, State University of Makassar, Indonesia

  1557-1589
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  DOI: 10.63158/journalisi.v8i2.1534

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• Cost-Optimised IoT Architecture for Real-Time E-Waste Monitoring with Operational Validation

  1. Belinda Ndlovu, National University of Science and Technology, Zimbabwe
  2. Zvinodashe Revesai, Reformed Church University, Zimbabwe
  3. Kudakwashe Maguraushe, University of South Africa, South Africa

  1590-1616
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  DOI: 10.63158/journalisi.v8i2.1553

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• Detecting Deceptive Online Reviews Using a Semantic Reliability Index and Hybrid Text Representation

  1. Hartatik, Universitas Amikom Yogyakarta, Indonesia
  2. Andri Syafrianto, STMIK El Rahma, Indonesia

  1617-1639
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  DOI: 10.63158/journalisi.v8i2.1576

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• ACTE: A Pilot Feasibility Evaluation of a Mastery-Aware Task Recommender for Mobile Language Learning in Real-World Contexts

  1. Yudhy Setyo Purwanto, Diponegoro University; Institut Teknologi PLN, Indonesia
  2. Rahmat Gernowo, Diponegoro University, Indonesia
  3. Dinar Mutiara Kusumo Nugraheni, Diponegoro University, Indonesia

  1640-1671
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  DOI: 10.63158/journalisi.v8i2.1554

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• Ensemble Learning for Pediatric Stunting Detection: A Comparative Study of XGBoost, Random Forest, and LightGBM with Oversampling Techniques

  1. Tri Sugihartono, Institut Sains dan Bisnis Atma Luhur, Indonesia
  2. Djoko Soetarno, Binus University, Indonesia
  3. Rahmat Sulaiman, Institut Sains dan Bisnis Atma Luhur, Indonesia
  4. Sarwindah, Institut Sains dan Bisnis Atma Luhur, Indonesia
  5. Marini, Institut Sains dan Bisnis Atma Luhur, Indonesia
  6. Fitriyani, Institut Sains dan Bisnis Atma Luhur, Indonesia

  1672-1692
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  DOI: 10.63158/journalisi.v8i2.1568

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• Reinforcement Learning–Guided Hyperparameter Tuning for U-Net-Based Super-Resolution of Brain MRI Under Synthetic Degradation

  1. Suci Ramadini, Sriwijaya University, Indonesia
  2. Julian Supardi, Sriwijaya University, Indonesia

  1693-1713
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  DOI: 10.63158/journalisi.v8i2.1565

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• Comparative Performance Analysis of Dual-Prime RSA and Eight-Prime RSA

  1. Rahmat Sulaiman, Institut Sains dan Bisnis Atma Luhur, Indonesia
  2. Agustina Mardeka Raya, Institut Sains dan Bisnis Atma Luhur, Indonesia
  3. Djoko Soetarno, Binus University, Indonesia
  4. Tri Sugihartono, Institut Sains dan Bisnis Atma Luhur, Indonesia

  1714-1739
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  DOI: 10.63158/journalisi.v8i2.1569

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• Sentiment Analysis in Electronic Health Records for Patient-Centric Care: A Systematic Literature Review of Methods, Applications, and Challenges

  1. Caroline Mhlanga, National University of Science and Technology, Zimbabwe
  2. Belinda Ndlovu, National University of Science and Technology, Zimbabwe

  1740-1775
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  DOI: 10.63158/journalisi.v8i2.1545

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• Security Analysis of Indonesian Region Government Web Applications Based on NIST SP 800-115 and WSTG v4.2

  1. Arizal, National Cyber and Crypto Polytechnic, Indonesia
  2. Muhammad Hilal, National Cyber and Crypto Polytechnic, Indonesia
  3. Dimas Febriyan Priambodo, National Cyber and Crypto Polytechnic, Indonesia

  1776-1799
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  DOI: 10.63158/journalisi.v8i2.1558

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• A Lightweight Classical Machine Learning Pipeline for Rice NPK Deficiency Classification Using Hand-Crafted Feature Fusion

  1. Dhiyaussalam, Politeknik Negeri Banjarmasin, Indonesia
  2. Kun Nursyaiful Priyo Pamungkas, Politeknik Negeri Banjarmasin, Indonesia
  3. Wanvy Arifha Saputra, Politeknik Negeri Banjarmasin, Indonesia
  4. Ahmad Yusuf, Politeknik Negeri Banjarmasin, Indonesia

  1780-1811
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  DOI: 10.63158/journalisi.v8i2.1486

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• Federated Learning for Privacy-Preserving Sentiment Analysis in Distributed Electronic Health Record Environments: A Systematic Literature Review

  1. Frederick Mlungisi Dandure, National University of Science and Technology, Zimbabwe
  2. Belinda Ndlovu, National University of Science and Technology, Zimbabwe

  1812-1842
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  DOI: 10.63158/journalisi.v8i2.1546

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• Linking IT Governance to Organizational Performance in Higher Education: The Role of Digital Capability and Organizational Agility

  1. Amrullah Amrullah, STMIK Lombok, Indonesia
  2. Khairul Imtihan, STMIK Lombok, Indonesia
  3. Baiq Yulia Fitriyani, STMIK Lombok, Indonesia
  4. Mardi, STMIK Lombok, Indonesia
  5. Muhamad Rodi, STMIK Lombok, Indonesia

  1843-1870
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  DOI: 10.63158/journalisi.v8i2.1581

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• Sequential Requirements Prediction in Synthetic Fintech-Like Backlogs Using an Interpretable Hybrid of Transition Rules and Transformer Models

  1. Diana Laily Fithri, Muria Kudus University, Indonesia
  2. Soni Adiyono, Muria Kudus University, Indonesia
  3. Muhammad Arifin, Muria Kudus University, Indonesia

  1871-1890
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  DOI: 10.63158/journalisi.v8i2.1469

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• A Hybrid Ensemble Stacking Framework Integrating Long Short-Term Memory and Random Forest for Bitcoin Price Forecasting

  1. Akhlis Munazilin, Diponegoro University; Universitas Ibrahimy, Indonesia
  2. Mochamad Agung Wibowo, Diponegoro University, Indonesia
  3. Rizky Parlika, Diponegoro University, Indonesia

  1891-1912
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  DOI: 10.63158/journalisi.v8i2.1537

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• A Hybrid Certainty Factor–XGBoost Approach for Cyberattack Detection Using the TON_IoT Dataset

  1. Adiva Dwi Aprianto, Politeknik Negeri Cilacap, Indonesia
  2. Ratih Hafsarah Maharrani, Politeknik Negeri Cilacap, Indonesia
  3. Indi Cahya Ratna Auliya, Politeknik Negeri Cilacap, Indonesia
  4. Vania Rizky Alifiah, Politeknik Negeri Cilacap, Indonesia

  1913-1932
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  DOI: 10.63158/journalisi.v8i2.1519

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• Immersive Technologies in 5G-Enabled Networks: A Systematic Review of Publication Trends and Adoption Recommendations

  1. Nkosikhona Theoren Msweli, University of South Africa, South Africa
  2. Alfred Thaga Kgopa, University of South Africa, South Africa

  1933-1957
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  DOI: 10.63158/journalisi.v8i2.1559

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• Time-Series Monitoring of Sentiment Dynamics in Reviews of Four Indonesian E-Wallet Applications Using a Hybrid TF-IDF and Bi-LSTM Framework

  1. Noor Latifah, Muria Kudus University, Indonesia
  2. Dias Henandra Eka Putra, Muria Kudus University, Indonesia
  3. Fajar Nugraha, Muria Kudus University, Indonesia

  1958-1983
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  DOI: 10.63158/journalisi.v8i2.1488

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• Large Language Models for Intelligent Decision Support in Inventory and Supply Chain Operations: A Systematic Literature Review

  1. Yusuf Durachman, Syarif Hidayatullah State Islamic University Jakarta, Indonesia
  2. Eva Khudzaeva, Syarif Hidayatullah State Islamic University Jakarta, Indonesia
  3. Naura Aulia, Syarif Hidayatullah State Islamic University Jakarta, Indonesia

  1984-2016
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  DOI: 10.63158/journalisi.v8i2.1540

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• Enhancing YOLOv12-Based Rice Leaf Disease Detection through Evaluation of Three Data-Split Scenarios

  1. Ida Mulyadi, Muhammadiyah University of Makassar, Indonesia
  2. Fahrim Irhamna, Muhammadiyah University of Makassar, Indonesia
  3. Chyquitha Danuputri, Muhammadiyah University of Makassar, Indonesia
  4. Ridwang, Muhammadiyah University of Makassar, Indonesia
  5. Ridha Awalia, Muhammadiyah University of Makassar, Indonesia

  2017-2039
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  DOI: 10.63158/journalisi.v8i2.1580

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• Sensor-Driven Nutrient Monitoring Using a Two-Layer Machine Learning Model for Sugarcane Fertilization Recommendation

  1. Fadiana, Telkom University, Indonesia
  2. Didi Supriyadi, Telkom University, Indonesia
  3. Daniel Yeri Kristiyanto, Telkom University; Sepuluh Nopember Institute of Technology, Indonesia
  4. Isnaeni Nurul Agita, Jenderal Soedirman University, Indonesia

  2040-2070
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  DOI: 10.63158/journalisi.v8i2.1547

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• IS/IT Strategic Planning for Digital Maturity Development in an FMCG Skincare Enterprise

  1. Devi Yurisca Bernanda, University of Bunda Mulia, Indonesia
  2. Johanes Fernandes Andry, University of Bunda Mulia, Indonesia
  3. Francka Sakti Lee, University of Bunda Mulia, Indonesia
  4. Neti Amalia, University of Bunda Mulia, Indonesia

  2071-2097
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  DOI: 10.63158/journalisi.v8i2.1535

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