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
  Abstract Views: 161 Times
  Download PDF: 85 Times
  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
  Abstract Views: 145 Times
  Download PDF: 71 Times
  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
  Abstract Views: 75 Times
  Download PDF: 54 Times
  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
  Abstract Views: 69 Times
  Download PDF: 70 Times
  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
  Abstract Views: 73 Times
  Download PDF: 56 Times
  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
  Abstract Views: 79 Times
  Download PDF: 44 Times
  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
  Abstract Views: 82 Times
  Download PDF: 54 Times
  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
  Abstract Views: 63 Times
  Download PDF: 46 Times
  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
  Abstract Views: 82 Times
  Download PDF: 45 Times
  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
  Abstract Views: 67 Times
  Download PDF: 51 Times
  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
  Abstract Views: 69 Times
  Download PDF: 45 Times
  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
  Abstract Views: 110 Times
  Download PDF: 74 Times
  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
  Abstract Views: 79 Times
  Download PDF: 40 Times
  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
  Abstract Views: 63 Times
  Download PDF: 45 Times
  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
  Abstract Views: 92 Times
  Download PDF: 48 Times
  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
  Abstract Views: 70 Times
  Download PDF: 36 Times
  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
  Abstract Views: 80 Times
  Download PDF: 56 Times
  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
  Abstract Views: 71 Times
  Download PDF: 35 Times
  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
  Abstract Views: 92 Times
  Download PDF: 55 Times
  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
  Abstract Views: 64 Times
  Download PDF: 42 Times
  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
  Abstract Views: 94 Times
  Download PDF: 42 Times
  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
  Abstract Views: 75 Times
  Download PDF: 44 Times
  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
  Abstract Views: 67 Times
  Download PDF: 46 Times
  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
  Abstract Views: 114 Times
  Download PDF: 40 Times
  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
  Abstract Views: 93 Times
  Download PDF: 52 Times
  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
  Abstract Views: 88 Times
  Download PDF: 47 Times
  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
  Abstract Views: 63 Times
  Download PDF: 41 Times
  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
  Abstract Views: 68 Times
  Download PDF: 35 Times
  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
  Abstract Views: 64 Times
  Download PDF: 36 Times
  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
  Abstract Views: 89 Times
  Download PDF: 56 Times
  DOI: 10.63158/journalisi.v8i4.1673

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• Hybrid CNN-RNN Architecture with MFCC-LFCC Features for Audio Deepfake Detection

  1. Muh. Hajar Akbar, Universitas Sembilanbelas November Kolaka, Indonesia
  2. Nurfitria Ningsi, Universitas Sembilanbelas November Kolaka, Indonesia
  3. Aldi, Universitas Sembilanbelas November Kolaka, Indonesia
  4. Muhammad Na’im Al Jum’ah, Universitas Sembilanbelas November Kolaka, Indonesia
  5. Ilcham, Universitas Sembilanbelas November Kolaka, Indonesia

  4865-4893
  Abstract Views: 48 Times
  Download PDF: 32 Times
  DOI: 10.63158/journalisi.v8i4.1723

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• Temporal Healthcare Data Warehouse with SCD Type 2 for OLAPBased Executive Information Systems: A Galaxy Schema Approach

  1. Muhammad Mukhlis Khoirudin, IPB University; Prof. Dr. Margono Soekarjo Regional Public Hospital, Indonesia
  2. Irman Hermadi, IPB University, Indonesia
  3. Hari Agung Adrianto, IPB University, Indonesia

  4894-4912
  Abstract Views: 59 Times
  Download PDF: 31 Times
  DOI: 10.63158/journalisi.v8i4.1651

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• Comparative Machine Learning Models for Predicting SME Business Performance

  1. Azizah, Diponegoro University, Indonesia
  2. Rahmat Gernowo, Diponegoro University, Indonesia
  3. Budi Warsito, Diponegoro University, Indonesia
  4. Jumi, Politeknik Negeri Semarang, Indonesia

  4913-4941
  Abstract Views: 71 Times
  Download PDF: 31 Times
  DOI: 10.63158/journalisi.v8i4.1705

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• A Web-Based Spatial Decision Support System For Stunting Risk Prediction Using Random Forest and STBM Data

  1. Septia Oviyanti, Muria Kudus University, Indonesia
  2. Supriyono, Muria Kudus University, Indonesia
  3. Diana Laily Fithri, Muria Kudus University, Indonesia

  4942-4969
  Abstract Views: 49 Times
  Download PDF: 23 Times
  DOI: 10.63158/journalisi.v8i4.1807

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• Digital Twin and AI in Marine Systems: A Bibliometric Analysis from an Information Systems Perspective

  1. Aditya Lapu Kalua, Diponegoro University; Sam Ratulangi University, Indonesia
  2. Mochamad Agung Wibowo, Diponegoro University, Indonesia
  3. Luther Alexander Latumakulita, Sam Ratulangi University, Indonesia

  4970-4989
  Abstract Views: 59 Times
  Download PDF: 28 Times
  DOI: 10.63158/journalisi.v8i4.1717

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• A Modular Agroclimatic Feature Engineering Framework for Country-Level Crop Yield Prediction Using XGBoost and LightGBM

  1. Ledyvia Audiz Coranov, Universitas Amikom Yogyakarta, Indonesia
  2. Kusnawi, Universitas Amikom Yogyakarta, Indonesia

  4990-5022
  Abstract Views: 57 Times
  Download PDF: 23 Times
  DOI: 10.63158/journalisi.v8i4.1762

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• Sentiment Analysis of Public Opinion on The Plastic Waste Issue on Social Media X Using TF-IDF, Naïve Bayes, and SVM

  1. Ary Kania Sya'diah, Muria Kudus University, Indonesia
  2. Muhammad Arifin, Muria Kudus University, Indonesia
  3. Pratomo Setiaji, Muria Kudus University, Indonesia

  5023-5045
  Abstract Views: 52 Times
  Download PDF: 24 Times
  DOI: 10.63158/journalisi.v8i4.1782

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• Explainable XGBoost-Based Prediction of Student Reading Interest Using Digital Learning and Reading Behavior Indicators

  1. Delpiah Wahyuningsih, Institut Sains dan Bisnis Atma Luhur, Indonesia
  2. Heki Aprianto, Sekolah Tinggi Ilmu Kesehatan Budi Mulia Sriwijaya, Indonesia
  3. Lili Indah Sari, Institut Sains dan Bisnis Atma Luhur, Indonesia
  4. Wishnu Aribowo Probonegoro, Institut Sains dan Bisnis Atma Luhur, Indonesia
  5. Sri Rahayu, Raden Fatah State Islamic University Palembang, Indonesia
  6. Serly Oktarina, Universitas Sumatera Selatan, Indonesia

  5046-5070
  Abstract Views: 61 Times
  Download PDF: 24 Times
  DOI: 10.63158/journalisi.v8i4.1698

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• Comparative Classification of Promotional Sources in Higher Education Admissions Using K-Nearest Neighbor and Naive Bayes

  1. Elly Yanuarti, Institut Sains dan Bisnis Atma Luhur, Indonesia
  2. Sujono, Institut Sains dan Bisnis Atma Luhur, Indonesia
  3. Djoko Soetarno, Binus University, Indonesia
  4. Rahmat Sulaiman, Institut Sains dan Bisnis Atma Luhur, Indonesia

  5071-5092
  Abstract Views: 37 Times
  Download PDF: 18 Times
  DOI: 10.63158/journalisi.v8i4.1689

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• Rule-Based Aspect Extraction and IndoBERT-Based Sentiment Classification of Ruparupa Mobile Application Reviews

  1. Erina Setyawati, Universitas Amikom Purwokerto, Indonesia
  2. Berlilana, Universitas Amikom Purwokerto, Indonesia
  3. Dhanar Intan Surya Saputra, Universitas Amikom Purwokerto, Indonesia

  5093-5111
  Abstract Views: 53 Times
  Download PDF: 25 Times
  DOI: 10.63158/journalisi.v8i4.1816

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• Performance Trade-Off Analysis of Faster R-CNN with Grid-Based Histogram for Student Face Detection

  1. Arie Satia Dharma, Del Institute of Technology, Indonesia
  2. Herimanto, Del Institute of Technology, Indonesia
  3. Ranty Deviana Siahaan, Del Institute of Technology, Indonesia
  4. Lamboy Albertson Sirait, Del Institute of Technology, Indonesia
  5. Luna Sweeta Pangaribuan, Del Institute of Technology, Indonesia

  5112-5134
  Abstract Views: 45 Times
  Download PDF: 19 Times
  DOI: 10.63158/journalisi.v8i4.1681

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• A Hybrid ACO-BPNN-XGBoost Model for Monthly Rainfall Time-Series Forecasting

  1. Syaharuddin, University of Muhammadiyah Mataram, Indonesia
  2. Safaruddin, University of Muhammadiyah Mataram, Indonesia
  3. Vera Mandailina, University of Muhammadiyah Mataram, Indonesia
  4. Abdillah, University of Muhammadiyah Mataram, Indonesia
  5. Mahsup, University of Muhammadiyah Mataram, Indonesia

  5135-5174
  Abstract Views: 35 Times
  Download PDF: 17 Times
  DOI: 10.63158/journalisi.v8i4.1693

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• Optimizing Multiclass Android Malware Family Classification Using SMOTE-Tomek Links and XGBoost

  1. Ali Nur Ikhsan, Universitas Amikom Purwokerto, Indonesia
  2. Adam Prayogo Kuncoro, Universitas Amikom Purwokerto, Indonesia
  3. Debby Ummul Hidayah, Universitas Amikom Purwokerto, Indonesia
  4. Fajar Ramadhan, Universitas Amikom Purwokerto, Indonesia

  5175-5205
  Abstract Views: 59 Times
  Download PDF: 26 Times
  DOI: 10.63158/journalisi.v8i4.1788

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• Performance and Carbon Footprint Evaluation of a PWA-Based Waste Bank Information System

  1. Muhammad Dzulfiqar, Telkom University, Indonesia
  2. Adzanil Rachmadhi Putra, Telkom University, Indonesia
  3. Rosyid Abdillah, Telkom University, Indonesia

  5206-5240
  Abstract Views: 100 Times
  Download PDF: 37 Times
  DOI: 10.63158/journalisi.v8i4.1821

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• Machine Learning for Software Deployment in the Public Sector: A Systematic Review and Research Agenda for African Contexts

  1. Johnson Nuviadenu, University of South Africa, South Africa
  2. Themba Masombuka, University of South Africa, South Africa
  3. Ernest Mnkandla, University of South Africa, South Africa
  4. Malusi Sibiya, University of South Africa, South Africa

  5241-5290
  Abstract Views: 57 Times
  Download PDF: 38 Times
  DOI: 10.63158/journalisi.v8i4.1839

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• Toward AI-Based Child Emotion Early Warning Systems in Child-Oriented Digital Environments: A Socio-Technical Systematic Review

  1. Ratih Titi Komala Sari, Diponegoro University, Indonesia
  2. Widowati, Diponegoro University, Indonesia
  3. Adi Wibowo, Diponegoro University, Indonesia

  5291-5325
  Abstract Views: 26 Times
  Download PDF: 0 Times
  DOI: 10.63158/journalisi.v8i4.1811
• An Integrated XGBoost-SHAP Framework for XAI-based Analysis of Agroclimatic, Agronomic, and Operational Labor Proxy Affecting Block-Level Oil Palm Productivity

  1. Hafis Ramadhan, Muria Kudus University, Indonesia
  2. Ahmad Jazuli, Muria Kudus University, Indonesia
  3. Esti Wijayanti, Muria Kudus University, Indonesia

  5326-5360
  Abstract Views: 41 Times
  Download PDF: 14 Times
  DOI: 10.63158/journalisi.v8i4.1770

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• Reframing Technology Anxiety During Blended Learning Implementation: The Relationships among Perceived Safety, Social Influence, Satisfaction, and Behavioral Intention

  1. Harmonvikler Dumoharis Lumban Raja, Universitas Advent Surya Nusantara, Indonesia
  2. Noryusliza Bin Abdullah, Tun Hussein Onn University of Malaysia, Malaysia
  3. Deden Witarsyah, Tun Hussein Onn University of Malaysia, Malaysia
  4. Rexon Nainggolan, Universitas Advent Surya Nusantara, Indonesia

  5361-5392
  Abstract Views: 25 Times
  Download PDF: 15 Times
  DOI: 10.63158/journalisi.v8i4.1690

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• Residual-Based Hybrid ARIMA–Prophet for Medium Rice Price Forecasting in Kudus City

  1. Aulia Nurhaliza, Muria Kudus University, Indonesia
  2. Supriyono, Muria Kudus University, Indonesia
  3. Diana Laily Fithri, Muria Kudus University, Indonesia

  5393-5417
  Abstract Views: 35 Times
  Download PDF: 15 Times
  DOI: 10.63158/journalisi.v8i4.1874

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