Vol. 8 No. 4 (2026): August

Articles

• Antecedents of Citizen-Centric E-Government Adoption: A Systematic Literature Review and Future Research Agenda

  1. Kazembe Kazembe, Chinhoyi University of Technology, Zimbabwe
  2. Obert Sifile, Chinhoyi University of Technology, Zimbabwe
  3. Gilbert Mahlangu, University of South Africa, South Africa

  3998-4044
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  DOI: 10.63158/journalisi.v8i4.1613

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• AI-Enabled E-Learning in Correctional Centres: A Systematic Literature Review

  1. Molefe Maloma, University of South Africa, South Africa
  2. Malusi Sibiya, University of South Africa, South Africa
  3. James Chibueze, University of South Africa, South Africa

  4045-4073
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  DOI: 10.63158/journalisi.v8i4.1538

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• Association Rule Mining for Uncovering Co-occurring Skill Sets in Multi-Portal ICT Job Advertisements

  1. Erick Samwi, Moshi Co-operative University, Tanzania, United Republic of
  2. George Matto, Moshi Co-operative University, Tanzania, United Republic of
  3. Mercy Mbise, University of Dar es Salaam, Tanzania, United Republic of

  4074-4101
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  DOI: 10.63158/journalisi.v8i4.1671

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• Machine Learning Models for Early Gingival Health Screening Using Routine Clinical and Behavioral Data

  1. Ozzy Secio Riza, Universitas Islam Negeri Imam Bonjol Padang, Indonesia
  2. Novia Lestari, Universitas Islam Negeri Imam Bonjol Padang, Indonesia

  4102-4130
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  DOI: 10.63158/journalisi.v8i4.1640

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• Comparative Sentiment Analysis of Profits Anywhere Application Reviews Using KNN and Naïve Bayes

  1. Yurindra, Institut Sains dan Bisnis Atma Luhur, Indonesia
  2. Chandra Kirana, Institut Sains dan Bisnis Atma Luhur, Indonesia
  3. Dian Novianto, Institut Sains dan Bisnis Atma Luhur, Indonesia
  4. Tri Sugihartono, Institut Sains dan Bisnis Atma Luhur, Indonesia
  5. Muhammad Ilham, Institut Sains dan Bisnis Atma Luhur, Indonesia

  4131-4158
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  DOI: 10.63158/journalisi.v8i4.1658

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• Securing Educational Financial Data Against Insider Threats: A Hybrid Blockchain Approach with Merkle Tree Aggregation

  1. Adi Alfian Hafis, Universitas Semarang, Indonesia
  2. Soiful Hadi, Universitas Semarang, Indonesia

  4159-4183
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  DOI: 10.63158/journalisi.v8i4.1719

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• Experimental Evaluation of Avalanche Effect and Hash Consistency in SHA-256, SHA3-256, and BLAKE2b-256 for Smart Grid Data Integrity Verification

  1. Muhammad Ridwan, Universitas Ahmad Dahlan, Indonesia
  2. Rusydi Umar, Universitas Ahmad Dahlan, Indonesia
  3. Muhammad Kunta Biddinika, Universitas Ahmad Dahlan, Indonesia
  4. Puguh Wahyu Prasetyo, Universitas Ahmad Dahlan, Indonesia

  4184-4210
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  DOI: 10.63158/journalisi.v8i4.1685

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• A Temporal Patient Risk Timeline Framework for Longitudinal Clinical Deterioration Surveillance Using Hospital Data Warehouse and Machine Learning

  1. Herwanto, Jakarta Global University, Indonesia
  2. Dian Nugraha, Jakarta Global University, Indonesia
  3. Popy Yuniar, University of Indonesia, Indonesia

  4211-4238
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  DOI: 10.63158/journalisi.v8i4.1680

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• Green Software Engineering for Sustainable IT Services: A Scopus-Based Systematic Literature Review and Bibliometric Mapping

  1. Cecep Muhamad Sidik Ramdani, Siliwangi University, Indonesia
  2. I Made Oka Widyantara, Udayana University, Indonesia
  3. Linawati, Udayana University, Indonesia
  4. Nyoman Putra Sastra, Udayana University, Indonesia

  4239-4269
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  DOI: 10.63158/journalisi.v8i4.1672

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• An Explainable PCA-XGBoost Model for Predicting Bloodstream Infection in Hemodialysis Patients

  1. Rani Zulaikha, Diponegoro University, Indonesia
  2. Budi Warsito, Diponegoro University, Indonesia
  3. Aris Sugiharto, Diponegoro University, Indonesia

  4270-4291
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  DOI: 10.63158/journalisi.v8i4.1694

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• A Socio-Technical Assessment of Information Security Management Using KAMI Index, ISO/IEC 27001:2022, and User Awareness

  1. Nur Wachid Hidayatulloh, Diponegoro University, Indonesia
  2. Dinar Mutiara Kusumo Nugraheni, Diponegoro University, Indonesia
  3. Oky Dwi Nurhayati, Diponegoro University, Indonesia

  4292-4322
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  DOI: 10.63158/journalisi.v8i4.1746

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• Comparative Analysis of Four Machine Learning Classifiers for Indonesian Hoax News Detection

  1. Dedi Irawan, Universitas Muhammadiyah Metro, Indonesia
  2. Sudarmaji, Universitas Muhammadiyah Metro, Indonesia

  4323-4342
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  DOI: 10.63158/journalisi.v8i4.1710

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• User-Centered Design of Marker-Based Augmented Reality Learning Media to Improve Informatics Learning Effectiveness

  1. Chairunnisa Umi Kalsum, Sriwijaya University, Indonesia
  2. Ali Ibrahim, Sriwijaya University, Indonesia
  3. Ken Ditha Tania, Sriwijaya University, Indonesia

  4343-4365
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  DOI: 10.63158/journalisi.v8i4.1704

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• User Acceptance of E-Kinerja for Employee Additional Income Policy: A TAM Study in Central Lombok

  1. Baiq Amelia Suroyani, STMIK Lombok, Indonesia
  2. Sofiansyah Fadli, STMIK Lombok, Indonesia
  3. Baiq Yulia Fitriyani, STMIK Lombok, Indonesia

  4366-4399
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  DOI: 10.63158/journalisi.v8i4.1725

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• Interpretable Feature-Scenario Analysis for Ethereum Transaction Anomaly Detection Using Random Forest and XGBoost

  1. Indana Zulfa, Universitas Amikom Yogyakarta, Indonesia
  2. Kusnawi, Universitas Amikom Yogyakarta, Indonesia

  4400-4424
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  DOI: 10.63158/journalisi.v8i4.1727

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• Formulating Application Portfolios from IS/IT Strategy and Business Processes: A Systematic Literature Review

  1. Belva Rizki Mufidah, Sepuluh Nopember Institute of Technology, Indonesia
  2. Sholiq, Sepuluh Nopember Institute of Technology, Indonesia

  4425-4460
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  DOI: 10.63158/journalisi.v8i4.1737

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• Comparative Evaluation of Machine Learning Models with Class Imbalance Techniques for Employee Turnover Prediction

  1. Rudi Setiawan, Trilogi University, Indonesia
  2. Gatot Tri Pranoto, Trilogi University, Indonesia
  3. Zed Abdullah, Trilogi University, Indonesia
  4. Satria Abadi, Sultan Idris Education University, Malaysia

  4461-4495
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  DOI: 10.63158/journalisi.v8i4.1732

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• Application-Driven Parallel Differential Evolution: A Systematic Mapping Review of Scalable Optimization Applications

  1. Said Iskandar Al Idrus, State University of Medan, Indonesia
  2. Rudi Setiawan, Trilogi University, Indonesia

  4496-4521
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  DOI: 10.63158/journalisi.v8i4.1695

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• Extending the Technology Acceptance Model with Perceived Immersive Learning for VR Usage in Higher Education

  1. Ajub Ajulian Zahra Macrina, Diponegoro University, Indonesia
  2. Iwan Setiawan, Diponegoro University, Indonesia
  3. Darjat, Diponegoro University, Indonesia

  4522-4562
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  DOI: 10.63158/journalisi.v8i4.1696

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• Comparative Analysis of Similarity-Based Edge Construction Methods for Village Welfare Index Networks

  1. Abdullah Alhayad Arafah, IPB University, Indonesia
  2. Annisa, IPB University, Indonesia
  3. Sofyan Sjaf, IPB University, Indonesia

  4563-4602
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  DOI: 10.63158/journalisi.v8i4.1769

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• An AI-Assisted Knowledge Management System Prototype for Fisheries Extension Officers: A Usability Evaluation

  1. Dani Saepuloh, IPB University, Indonesia
  2. Irman Hermadi, IPB University, Indonesia
  3. Yani Nurhadryani, IPB University, Indonesia

  4603-4630
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  DOI: 10.63158/journalisi.v8i4.1817

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• Evaluating E-Commerce User Satisfaction Using an Integrated PIECES and EUCS Framework

  1. Retno Waluyo, Universitas Amikom Purwokerto, Indonesia
  2. Jeffri Prayitno Bangkit Saputra, Universitas Amikom Purwokerto, Indonesia

  4631-4655
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  DOI: 10.63158/journalisi.v8i4.1716

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• Multimodal Emotion Classification of Indonesian Memes on Platform X Using IndoBERT and YOLOv11

  1. Pungkas Subarkah, Universitas Amikom Purwokerto, Indonesia
  2. Esti Widianti, Universitas Amikom Purwokerto, Indonesia
  3. Agus Pramono, Universitas Amikom Purwokerto, Indonesia

  4656-4683
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  DOI: 10.63158/journalisi.v8i4.1742

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• Reliability-Aware Public Issue Priority Mapping for Indonesia’s Free Nutritious Meal Program Using Sentiment Calibration and BERTopic

  1. Rizaldi, Universitas Royal, Indonesia
  2. Dewi Anggraeni, Universitas Royal, Indonesia
  3. Abdul Kholiq, Universitas Satya Negara Indonesia, Indonesia

  4684-4708
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  DOI: 10.63158/journalisi.v8i4.1753

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• Integrating IndoBERT-Based Sentiment Analysis and PSI-TOPSIS Into a Decision Support System for Convection Production Prioritization

  1. Vitra Surya Ningrum, Muria Kudus University, Indonesia
  2. Anteng Widodo, Muria Kudus University, Indonesia
  3. Noor Latifah, Muria Kudus University, Indonesia

  4709-4730
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  DOI: 10.63158/journalisi.v8i4.1809

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• Open Government Data-Based Smart Tourism Analytics: A Conceptual Governance Framework

  1. Ucu Nugraha, Universitas Widyatama, Indonesia
  2. Murnawan, Universitas Widyatama, Indonesia
  3. Zakiah Darajat, Universitas Widyatama, Indonesia

  4731-4757
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  DOI: 10.63158/journalisi.v8i4.1718

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• The Role of Facilitating Conditions and Social Influence in Users’ Behavioral Intention to Use Digital Tourism Information Systems

  1. Candra Agustina, Universitas Bina Sarana Informatika, Indonesia
  2. Eka Rahmawati, Universitas Bina Sarana Informatika, Indonesia

  4758-4781
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  DOI: 10.63158/journalisi.v8i4.1750

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• Residual Learning-Based Hybrid ARIMA–LSTM for Digital Retail Demand Forecasting

  1. Dwi Hartanti, Universitas Duta Bangsa, Indonesia
  2. Aprilisa Arum Sari, Universitas Duta Bangsa, Indonesia

  4782-4810
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  DOI: 10.63158/journalisi.v8i4.1706

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• Optimizing KNN Classification for Heart Disease Prediction Using Sequential Forward Selection

  1. Herman, Universitas Ahmad Dahlan, Indonesia
  2. Rusydi Umar, Universitas Ahmad Dahlan, Indonesia
  3. Deni Kuswandani, Universitas Ahmad Dahlan, Indonesia

  4811-4835
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  DOI: 10.63158/journalisi.v8i4.1744

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• Machine Learning-Based Multi-Class Scholarship Classification with a Streamlit Prototype

  1. Siti Nabila Ariza Fitri, Telkom University, Indonesia
  2. Rona Nisa Sofia Amriza, Telkom University, Indonesia
  3. M. Yoka Fathoni, Telkom University, Indonesia

  4836-4864
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  DOI: 10.63158/journalisi.v8i4.1673

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