Vol. 8 No. 1 (2026): February

Articles

• Sentiment Analysis of User Reviews for AI Applications: Evaluating SVM, Logistic Regression, and Random Forest

  1. Rivana Dwi Cahyani, Mercu Buana University of Yogyakarta, Indonesia
  2. Putri Taqwa Prasetyaningrum, Mercu Buana University of Yogyakarta, Indonesia

  1-27
  Abstract Views: 543 Times
  Download PDF: 394 Times
  DOI: 10.63158/journalisi.v8i1.1366

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• Implementation of the Collaborative Filtering Method for a Clothing Sales Recommendation System in Fashion Store

  1. Ifrah Ayyuna, Universitas Islam Negeri Sumatera Utara, Indonesia
  2. Triase Triase, Universitas Islam Negeri Sumatera Utara, Indonesia

  28-50
  Abstract Views: 292 Times
  Download PDF: 200 Times
  DOI: 10.63158/journalisi.v8i1.1368

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• Comparative Performance Analysis of Random Forest and Logistic Regression for Sentiment Classification of the Makan Bergizi Gratis Program on Platform X

  1. Slamet Endro Prianto, Universitas Amikom Purwokerto, Indonesia
  2. Berlilana Berlilana, Universitas Amikom Purwokerto, Indonesia
  3. Rujianto Eko Saputro, Universitas Amikom Purwokerto, Indonesia

  51-68
  Abstract Views: 306 Times
  Download PDF: 182 Times
  DOI: 10.63158/journalisi.v8i1.1371

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• Towards Self-Defending SDN Infrastructures: Real-Time Honeypot-Enabled Botnet Detection Using ONOS

  1. Nyamwaga M Kaare, Nelson Mandela African Institution of Science and Technology, Tanzania, United Republic of
  2. Anael Elikana Sam, Nelson Mandela African Institution of Science and Technology, Tanzania, United Republic of

  69-86
  Abstract Views: 237 Times
  Download PDF: 104 Times
  DOI: 10.63158/journalisi.v8i1.1375

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• Bibliometrics Analysis of Bankruptcy Prediction Trends in MSMEs: Global Insights from (2020–2025)

  1. Supriyono Supriyono, Diponegoro University; Muria Kudus University, Indonesia
  2. Purwanto Purwanto, Diponegoro University, Indonesia
  3. Aris Sugiharto, Diponegoro University, Indonesia

  87-109
  Abstract Views: 247 Times
  Download PDF: 138 Times
  DOI: 10.63158/journalisi.v8i1.1378

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• Quantum Computing in Molecular Design and Drug Discovery: A Systematic Literature Review

  1. Charnelle Razo, National University of Science and Technology, Zimbabwe
  2. Belinda Ndlovu, National University of Science and Technology, Zimbabwe

  110-148
  Abstract Views: 340 Times
  Download PDF: 209 Times
  DOI: 10.63158/journalisi.v8i1.1380

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• Navigating Digital Careers: A Multi-Case Study of Women’s Career Decisions in Indonesia’s IT Sector

  1. Rinda Faiz Shabira, Sepuluh Nopember Institute of Technology, Indonesia
  2. Mahendrawathi ER, Sepuluh Nopember Institute of Technology, Indonesia

  149-163
  Abstract Views: 187 Times
  Download PDF: 100 Times
  DOI: 10.63158/journalisi.v8i1.1390

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• Evaluating Pinterest User Experience and Usability Using AttrakDiff and PLS-SEM

  1. Septhia Charenda Putri, Sriwijaya University, Indonesia
  2. Ali Ibrahim, Sriwijaya University, Indonesia
  3. Yadi Utama, Sriwijaya University, Indonesia
  4. Endang Lestari Ruskan, Sriwijaya University, Indonesia
  5. Fathoni Fathoni, Sriwijaya University, Indonesia

  164-193
  Abstract Views: 266 Times
  Download PDF: 160 Times
  DOI: 10.63158/journalisi.v8i1.1408

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• Sentiment Analysis of Indonesian Netizens toward Vasectomy on X Using the IndoBERT Model

  1. Yelli Nur Alinda, Sriwijaya University, Indonesia
  2. Allsela Meiriza, Sriwijaya University, Indonesia
  3. Dinna Yunika Hardiyanti, Sriwijaya University, Indonesia

  194-222
  Abstract Views: 219 Times
  Download PDF: 152 Times
  DOI: 10.63158/journalisi.v8i1.1425

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• Student Performance Classification Using Academic, Socioeconomic, and Digital Behavior Features: A Comparative Study

  1. Muhammad Arifin, Muria Kudus University, Indonesia
  2. Fajar Nugraha, Muria Kudus University, Indonesia
  3. Diana Laily Fithri, Muria Kudus University, Indonesia

  223-239
  Abstract Views: 281 Times
  Download PDF: 128 Times
  DOI: 10.63158/journalisi.v8i1.1460

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• The Role of E-Participation in Building Public Trust and Readiness for E-Voting: A Systematic Review

  1. Muhammad Naufal Sulaiman, Sepuluh Nopember Institute of Technology, Indonesia
  2. Apol Pribadi Subriadi, Sepuluh Nopember Institute of Technology, Indonesia
  3. Feby Artwodini Muqtadiroh, Sepuluh Nopember Institute of Technology, Indonesia

  240-260
  Abstract Views: 267 Times
  Download PDF: 151 Times
  DOI: 10.63158/journalisi.v8i1.1433

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• Determinants of Impulsive Buying During Shopee Flash Sales: Ajzen’s Theory of Planned Behavior Approach

  1. Alif Baidhawi, Sriwijaya University, Indonesia
  2. Mira Afrina, Sriwijaya University, Indonesia
  3. Ken Ditha Tania, Sriwijaya University, Indonesia
  4. Rizka Dhini Kurnia, Sriwijaya University, Indonesia

  261-287
  Abstract Views: 457 Times
  Download PDF: 175 Times
  DOI: 10.63158/journalisi.v8i1.1452

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• IT Governance Audit Using COBIT 5: A Case Study of Banyumas Regency Regional Library

  1. Desi Riyanti, Universitas Amikom Purwokerto, Indonesia
  2. Purwadi Purwadi, Universitas Amikom Purwokerto, Indonesia
  3. Debby Ummul Hidayah, Universitas Amikom Purwokerto, Indonesia

  288-314
  Abstract Views: 253 Times
  Download PDF: 121 Times
  DOI: 10.63158/journalisi.v8i1.1457

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• A Systematic Review of Agentic AI for Threat Detection and Mitigation in 5G Networks

  1. Kudzaishe Lawal Chizengwe, National University of Science and Technology, Zimbabwe
  2. Belinda Ndlovu, National University of Science and Technology, Zimbabwe

  315-354
  Abstract Views: 391 Times
  Download PDF: 185 Times
  DOI: 10.63158/journalisi.v8i1.1382

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• Analysis of Enabling and Inhibiting of Cloud Storage Restriction Policy Implementation in Higher Education: A Systematic Literature Review

  1. Abdul Malik Karim, Sepuluh Nopember Institute of Technology, Indonesia
  2. Feby Artwodini Muqtadiroh, Sepuluh Nopember Institute of Technology, Indonesia

  355-378
  Abstract Views: 153 Times
  Download PDF: 102 Times
  DOI: 10.63158/journalisi.v8i1.1444

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• Factors Influencing Generative AI Adoption for Knowledge Management in South Africa’s Automotive Sector

  1. Diana Maphefo Ratsiku, Tshwane University of Technology, South Africa
  2. Mmatshuene Anna Segooa, Tshwane University of Technology, South Africa
  3. Cecil Hlopego Kgoetiane, Tshwane University of Technology, South Africa

  379-403
  Abstract Views: 187 Times
  Download PDF: 103 Times
  DOI: 10.63158/journalisi.v8i1.1393

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• A Regulation-Based Readiness Assessment Model for Smart City Development in Indonesia

  1. Widyantari Febiyanti, Telkom University, Indonesia
  2. Rizkillah Ridha, Persada Bunda Indonesia University, Indonesia

  404-431
  Abstract Views: 156 Times
  Download PDF: 95 Times
  DOI: 10.63158/journalisi.v8i1.1395

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• Enhancing Recruitment Transparency Using Simple Additive Weighting in Smart City Governance

  1. Rahimi Fitri, Politeknik Negeri Banjarmasin, Indonesia
  2. Nitami Lestari Putri, Politeknik Negeri Banjarmasin, Indonesia
  3. Abdul Rozaq, Politeknik Negeri Banjarmasin, Indonesia
  4. Agus Setiyo Budi Nugroho, Politeknik Negeri Banjarmasin, Indonesia
  5. Upik Upik, Politeknik Negeri Banjarmasin, Indonesia
  6. Masyita Ratu Diba, Politeknik Negeri Banjarmasin, Indonesia

  432-455
  Abstract Views: 156 Times
  Download PDF: 100 Times
  DOI: 10.63158/journalisi.v8i1.1396

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• Stacking Ensemble Learning for University Student Dropout Prediction

  1. Aden Nia Firdaus, Univeristas Ngudi Waluyo, Indonesia
  2. Yoannes Romando Sipayung, Univeristas Ngudi Waluyo, Indonesia

  456-477
  Abstract Views: 311 Times
  Download PDF: 97 Times
  DOI: 10.63158/journalisi.v8i1.1403

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• Design and Implementation of a Hierarchically Interoperable Tag-Based File System using FUSE (PreTFS)

  1. Lie Steven Staria Nugraha, Universitas Dian Nuswantoro, Indonesia
  2. Fahri Firdausillah, Universitas Dian Nuswantoro, Indonesia

  478-500
  Abstract Views: 161 Times
  Download PDF: 106 Times
  DOI: 10.63158/journalisi.v8i1.1416

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• Trinity-Controller ADWIN: An Accuracy Guided Sensitivity Control Framework for Streaming Intrusion Detection

  1. Rodney Buang Sebopelo, North-West University, South Africa

  501-529
  Abstract Views: 198 Times
  Download PDF: 123 Times
  DOI: 10.63158/journalisi.v8i1.1421

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• Event-Based Detection of Provocative Political Discourse on Indonesian Twitter: A Comparative Study of SVM and IndoBERT

  1. Evril Fadrekha Cahyani, Universitas Amikom Purwokerto, Indonesia
  2. Ali Nur Ikhsan, Universitas Amikom Purwokerto, Indonesia
  3. Deuis Nur Astrida, Universitas Amikom Purwokerto, Indonesia

  530-548
  Abstract Views: 206 Times
  Download PDF: 108 Times
  DOI: 10.63158/journalisi.v8i1.1409

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• A Web-Based Disaster Report Recapitulation System Using the Simple Additive Weighting Method

  1. Fanuel Juventino Palandeng, Manado State University, Indonesia
  2. Sondy Campvid Kumajas, Manado State University, Indonesia
  3. Kristofel Santa, Manado State University, Indonesia

  549-577
  Abstract Views: 181 Times
  Download PDF: 71 Times
  DOI: 10.63158/journalisi.v8i1.1410

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• From Catch to Consumer: A Process-Centric Model for Resilient Fisheries Value Chains

  1. M Arif Kamal, University of Brawijaya, Indonesia
  2. Aunur Rofiq Mulyarto, University of Brawijaya, Indonesia
  3. Usman Effendi, University of Brawijaya, Indonesia

  578-596
  Abstract Views: 184 Times
  Download PDF: 99 Times
  DOI: 10.63158/journalisi.v8i1.1413

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• An ADDIE-Based Educational Arithmetic Game for Children with Mild Intellectual Disabilities

  1. Wenda Novayani, Caltex Riau Polytechnic, Indonesia
  2. Shumaya Resty Ramadhani, Caltex Riau Polytechnic, Indonesia
  3. Eveline Ang, Caltex Riau Polytechnic, Indonesia

  597-616
  Abstract Views: 185 Times
  Download PDF: 119 Times
  DOI: 10.63158/journalisi.v8i1.1419

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• Spatio-Temporal Graph Neural Network for Solar Irradiance Prediction: A Case Study in Nganjuk, Indonesia

  1. Agung Wilis Nurcahyo, Universitas Teknologi Digital Indonesia, Indonesia
  2. Bambang Purnomosidi Dwi Putranto, Universitas Teknologi Digital Indonesia, Indonesia

  617-635
  Abstract Views: 224 Times
  Download PDF: 84 Times
  DOI: 10.63158/journalisi.v8i1.1424

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• A Hybrid Machine Learning and Signature-Based Approach for Detecting Network Pivoting in BYOD Environments

  1. Nassor Suleiman Amour, Nelson Mandela African Institution of Science and Technology, Tanzania, United Republic of
  2. Judith Leo, Nelson Mandela African Institution of Science and Technology, Tanzania, United Republic of
  3. Mussa Ally Dida, Nelson Mandela African Institution of Science and Technology, Tanzania, United Republic of

  636-660
  Abstract Views: 204 Times
  Download PDF: 90 Times
  DOI: 10.63158/journalisi.v8i1.1428

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• Small Language Models for Drug-Drug Interaction Extraction from Biomedical Text: A Systematic Literature Review

  1. Fortunate Mutanda, National University of Science and Technology, Zimbabwe
  2. Belinda Ndlovu, National University of Science and Technology, Zimbabwe

  661-700
  Abstract Views: 179 Times
  Download PDF: 136 Times
  DOI: 10.63158/journalisi.v8i1.1430

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• A Decision Support System for Assessing High School Students' Soft Skills Using the Analytical Hierarchy Process

  1. Yuwono Wisudo Pramono, Universitas Amikom Purwokerto, Indonesia
  2. Berlilana Berlilana, Universitas Amikom Purwokerto, Indonesia
  3. Azhari Shouni Barkah, Universitas Amikom Purwokerto, Indonesia

  701-717
  Abstract Views: 162 Times
  Download PDF: 80 Times
  DOI: 10.63158/journalisi.v8i1.1420

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• Implementation of a Web-Based Media Partnership Registration Information System Using Waterfall Model

  1. David Vernando Baridji, Manado State University, Indonesia
  2. Alfiansyah Hasibuan, Manado State University, Indonesia
  3. Medi H. Tinambunan, Manado State University, Indonesia

  718-738
  Abstract Views: 153 Times
  Download PDF: 58 Times
  DOI: 10.63158/journalisi.v8i1.1411

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• Towards Cloud-Based Electronic Health Records in Healthcare Systems: Security, Scalability, and Migration Strategies: A Systematic Literature Review

  1. Musawenkosi Moyo, National University of Science and Technology, Zimbabwe
  2. Belinda Ndlovu, National University of Science and Technology, Zimbabwe

  739-780
  Abstract Views: 312 Times
  Download PDF: 143 Times
  DOI: 10.63158/journalisi.v8i1.1431

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• Multimodal Implicit Sentiment Analysis for Tourism Development: A Systematic Literature Review

  1. Yoannes Romando Sipayung, Diponegoro University, Indonesia
  2. Mochamad Agung Wibowo, Diponegoro University, Indonesia
  3. Ridwan Sanjaya, Soegijapranata Catholic University, Indonesia

  781-808
  Abstract Views: 233 Times
  Download PDF: 109 Times
  DOI: 10.63158/journalisi.v8i1.1436

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• The Impact of Team Dynamics on Software Quality and Productivity: Evidence from South Africa

  1. Tshipuke Vhahangwele, North-West University, South Africa
  2. Bassey Isong, North-West University, South Africa
  3. Adnan Abu Mahfouz, Council for Scientific and Industrial Research, South Africa

  809-840
  Abstract Views: 203 Times
  Download PDF: 82 Times
  DOI: 10.63158/journalisi.v8i1.1438

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• Application of the Key Performance Indicator Method in an Employee Information System

  1. Eva Putri Rosanti, Muria Kudus University, Indonesia
  2. Noor Latifah, Muria Kudus University, Indonesia
  3. Fajar Nugraha, Muria Kudus University, Indonesia

  841-859
  Abstract Views: 197 Times
  Download PDF: 80 Times
  DOI: 10.63158/journalisi.v8i1.1439

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• Centroid Optimization of K-Means Using Ant Colony Optimization for Culinary MSME Clustering

  1. Muhammad Fharahbi Fachri, Universitas Ahmad Dahlan, Indonesia
  2. Lisna Zahrotun, Universitas Ahmad Dahlan, Indonesia

  860-888
  Abstract Views: 143 Times
  Download PDF: 59 Times
  DOI: 10.63158/journalisi.v8i1.1443

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• Modeling EMIS Adoption with PLS-SEM: Integrating the Government Adoption Model and DeLone–McLean IS Success Model

  1. Mardiyanto Mardiyanto, Universitas Amikom Purwokerto, Indonesia
  2. Berlilana Berlilana, Universitas Amikom Purwokerto, Indonesia
  3. Purwadi Purwadi, Universitas Amikom Purwokerto, Indonesia

  889-906
  Abstract Views: 151 Times
  Download PDF: 57 Times
  DOI: 10.63158/journalisi.v8i1.1445

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• Cyberbullying Detection in Indonesian TikTok Comments Using IndoBERT with Fairness Evaluation

  1. Hanik Dewi Jayanti, Universitas Ngudi Waluyo, Indonesia
  2. Abdul Rohman, Universitas Ngudi Waluyo, Indonesia

  907-927
  Abstract Views: 231 Times
  Download PDF: 88 Times
  DOI: 10.63158/journalisi.v8i1.1448

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• Feature Selection vs Dimensionality Reduction for Steam Game Metadata Classification: An Ensemble Learning Study

  1. Ferdi Setyo Handika, Nasional University, Indonesia
  2. Lili Dwi Yulianto, Nasional University, Indonesia
  3. Septi Andryana, Nasional University, Indonesia

  928-954
  Abstract Views: 210 Times
  Download PDF: 67 Times
  DOI: 10.63158/journalisi.v8i1.1456

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• Integrating SERVQUAL and ECM to Explain E-Wallet Satisfaction and Continuance in Semi-Urban and Rural Indonesia

  1. Juli Muslim Ihsan, STMIK Lombok, Indonesia
  2. Khairul Imtihan, STMIK Lombok, Indonesia
  3. Muhammad Fauzi Zulkarnaen, STMIK Lombok, Indonesia

  956-991
  Abstract Views: 243 Times
  Download PDF: 121 Times
  DOI: 10.63158/journalisi.v8i1.1458

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• Performance Comparison of Random Forest, XGBoost, and SVM for Flood Risk Prediction Using BNPB GIS Data

  1. Muhammad Amanulloh Mz, Diponegoro University, Indonesia
  2. Oky Dwi Nurhayati, Diponegoro University, Indonesia
  3. Jatmiko Endro Suseno, Diponegoro University, Indonesia

  992-1010
  Abstract Views: 293 Times
  Download PDF: 378 Times
  DOI: 10.63158/journalisi.v8i1.1461

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• AI and Digital Transformation Trends: A Systematic Review with Multi-Criteria Analysis

  1. Soni Adiyono, Muria Kudus University, Indonesia
  2. Muhammad Arifin, Muria Kudus University, Indonesia

  1011-1044
  Abstract Views: 427 Times
  Download PDF: 68 Times
  DOI: 10.63158/journalisi.v8i1.1462

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• A Decision Support Model for Online Lending Creditworthiness Using Comparative Personality Indicators

  1. Iwan Purwanto, Trisakti University, Indonesia
  2. Syandra Sari, Trisakti University, Indonesia

  1045-1074
  Abstract Views: 177 Times
  Download PDF: 53 Times
  DOI: 10.63158/journalisi.v8i1.1478

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• A Layered Digital Investigation Framework for Internet of Things (IoT) Forensics: A Smart Home Camera Case Study

  1. Desylo Santicho, Islamic University of Indonesia, Indonesia
  2. Ahmad Luthfi, Islamic University of Indonesia, Indonesia
  3. Tito Yuwono, Islamic University of Indonesia, Indonesia

  1075-1104
  Abstract Views: 242 Times
  Download PDF: 72 Times
  DOI: 10.63158/journalisi.v8i1.1468

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• Usability Evaluation of a School Library OPAC Using Heuristic Evaluation and User Testing

  1. Faradina Faradina, Universitas Amikom Purwokerto, Indonesia
  2. Taqwa Hariguna, Universitas Amikom Purwokerto, Indonesia
  3. Fandy Setyo Utomo, Universitas Amikom Purwokerto, Indonesia

  1105-1123
  Abstract Views: 192 Times
  Download PDF: 94 Times
  DOI: 10.63158/journalisi.v8i1.1528

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• Analyzing the Impact of Review Sentiment on Carpentry Product Sales: Evidence from Tokopedia

  1. Agung Chandra Kharisma, Sriwijaya University, Indonesia
  2. Muhammad Haykal Alfariz Saputra, Sriwijaya University, Indonesia
  3. Ali Ibrahim, Sriwijaya University, Indonesia
  4. Mira Afrina, Sriwijaya University, Indonesia

  1224-1240
  Abstract Views: 139 Times
  Download PDF: 55 Times
  DOI: 10.63158/journalisi.v8i1.1412

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• Post-Quantum Cryptography for securing Electronic Health Records in the South African Public Healthcare System

  1. Kabelo Given Chuma, University of South Africa, South Africa

  1241-1263
  Abstract Views: 232 Times
  Download PDF: 69 Times
  DOI: 10.63158/journalisi.v8i1.1423

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• Integrating EUCS and TAM to Evaluate DAPODIK User Satisfaction and Use in Central Lombok

  1. Melyana Febrian, STMIK Lombok, Indonesia
  2. Khairul Imtihan, STMIK Lombok, Indonesia
  3. Sofiansyah Fadli, STMIK Lombok, Indonesia

  1264-1301
  Abstract Views: 179 Times
  Download PDF: 82 Times
  DOI: 10.63158/journalisi.v8i1.1426

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• Sentiment Analysis of the Free Nutritious Meal Program on Twitter Using Naive Bayes and IndoBERT-Based Labeling

  1. Mikel Frewinta Manao, Univeristas Ngudi Waluyo, Indonesia
  2. Sri Mujiyono, Univeristas Ngudi Waluyo, Indonesia

  1302-1327
  Abstract Views: 188 Times
  Download PDF: 87 Times
  DOI: 10.63158/journalisi.v8i1.1345

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• Evaluating Medxa SIMRS Implementation Success Using HOT-Fit and Multiple Regression

  1. Muhammad Haykal Alfariz Saputra, Sriwijaya University, Indonesia
  2. Ermatita Ermatita, Sriwijaya University, Indonesia

  1328-1343
  Abstract Views: 141 Times
  Download PDF: 57 Times
  DOI: 10.63158/journalisi.v8i1.1392

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• URL-Based Phishing Detection Using a BERT-LSTM Model

  1. Hilman Singgih Wicaksana, Universitas Karya Husada Semarang, Indonesia
  2. Usman Ependi, Universitas Bina Darma, Indonesia
  3. Ari Muzakir, Universitas Bina Darma, Indonesia

  1344-1367
  Abstract Views: 111 Times
  Download PDF: 40 Times
  DOI: 10.63158/journalisi.v8i1.1543

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