Journal of Information Systems and Informatics

Articles

• Evaluating Perceived Usability and Gamification Perception in a Lean UX Hotel Booking Prototype

  Putri Taqwa Prasetyaningrum ⁽¹⁾ , Norshahila Ibrahim ⁽²⁾

  (1) Mercu Buana University of Yogyakarta , Indonesia ,

  (2) Sultan Idris Education University , Malaysia

  5442-5462

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  DOI : 10.63158/journalisi.v8i5.1843

  Abstract View : 160

  Download PDF downloads: 127
• Climate-Driven Poverty Prediction in Nusa Tenggara Timur Using Transfer Learning-Based CNN-LSTM and ERA5-Land

  Yampi R Kaesmetan ⁽¹⁾ , Rahmat Gernowo ⁽²⁾ , Budi Warsito ⁽³⁾

  (1) Diponegoro University , Indonesia ,

  (2) Diponegoro University , Indonesia ,

  (3) Diponegoro University , Indonesia

  5463-5487

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  DOI : 10.63158/journalisi.v8i5.1707

  Abstract View : 143

  Download PDF downloads: 93
• Hierarchical Cognitive Structuring and Game Mechanics Alignment in Educational Game Systems: A Systematic Literature Review

  Umi Rosyidah ⁽¹⁾ , Purwanto ⁽²⁾ , Putri Taqwa Prasetyaningrum ⁽³⁾

  (1) Diponegoro University , Indonesia ,

  (2) Diponegoro University , Indonesia ,

  (3) Mercu Buana University of Yogyakarta , Indonesia

  5488-5510

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  DOI : 10.63158/journalisi.v8i5.1739

  Abstract View : 138

  Download PDF downloads: 77
• Ambidextrous Business Architecture Governance for Digital Government Transformation: A TOGAF 10-Based Case Study

  Hana Kamila Naura Yasmin ⁽¹⁾ , Rahmat Mulyana ⁽²⁾ , Fitriyana Dewi ⁽³⁾

  (1) Telkom University , Indonesia ,

  (2) Telkom University , Indonesia ,

  (3) Telkom University , Indonesia

  5511-5540

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  DOI : 10.63158/journalisi.v8i5.1774

  Abstract View : 214

  Download PDF downloads: 85
• Laboratory Web Performance Benchmarking of React.js, SvelteKit, and Nuxt.js SPA/MPA Implementations on an Academic Conference Website

  Muhammad Ariq Fadhil ⁽¹⁾ , Riska Dhenabayu ⁽²⁾ , Hafid Kholidi Hadi ⁽³⁾ , Thwin Htoo Aung ⁽⁴⁾

  (1) Universitas Negeri Surabaya , Indonesia ,

  (2) Universitas Negeri Surabaya , Indonesia ,

  (3) Universitas Negeri Surabaya , Indonesia ,

  (4) University of Bari Aldo Moro , Italy

  5541-5574

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  DOI : 10.63158/journalisi.v8i5.1757

  Abstract View : 199

  Download PDF downloads: 89
• Transforming Contingency Plans into BPMN-Based Disaster Management Workflows: A Design Science Research Study in Agam Regency

  Lalu Satria Utama ⁽¹⁾ , Ardieansyah ⁽²⁾ , Rotzami ⁽³⁾ , Rozali Ilham ⁽⁴⁾ , Muhammad Ditra ⁽⁵⁾ , Cantika Dwi Putri Mendrofa ⁽⁶⁾ , Aulya Defrinia Cita ⁽⁷⁾

  (1) Institute of Home Affairs Governance , Indonesia ,

  (2) Institute of Home Affairs Governance , Indonesia ,

  (3) Institute of Home Affairs Governance , Indonesia ,

  (4) Institute of Home Affairs Governance , Indonesia ,

  (5) Institute of Home Affairs Governance , Indonesia ,

  (6) Institute of Home Affairs Governance , Indonesia ,

  (7) Institute of Home Affairs Governance , Indonesia

  5575-5596

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  DOI : 10.63158/journalisi.v8i5.1766

  Abstract View : 142

  Download PDF downloads: 79
• Attendance Information System Success in Mandatory Use Contexts: An Integrated TAM–DeLone and McLean–TPB Framework in Higher Education

  Sri Handayaningsih ⁽¹⁾ , Ardiansyah ⁽²⁾

  (1) Universitas Ahmad Dahlan , Indonesia ,

  (2) Universitas Ahmad Dahlan , Indonesia

  5597-5628

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  DOI : 10.63158/journalisi.v8i5.1754

  Abstract View : 147

  Download PDF downloads: 74
• Comparative Analysis of Machine Learning Algorithms for Predicting Difficulty Disengaging from Social Media Among Students

  Supardi ⁽¹⁾ , Djoko Soetarno ⁽²⁾ , Rahmat Sulaiman ⁽³⁾ , Chandra Kirana ⁽⁴⁾ , Ari Amir Alkodri ⁽⁵⁾ , Anisah ⁽⁶⁾

  (1) Institut Sains dan Bisnis Atma Luhur , Indonesia ,

  (2) Binus University , Indonesia ,

  (3) Institut Sains dan Bisnis Atma Luhur , Indonesia ,

  (4) Institut Sains dan Bisnis Atma Luhur , Indonesia ,

  (5) Institut Sains dan Bisnis Atma Luhur , Indonesia ,

  (6) Institut Sains dan Bisnis Atma Luhur , Indonesia

  5629-5661

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  DOI : 10.63158/journalisi.v8i5.1735

  Abstract View : 111

  Download PDF downloads: 74
• Aspect-Based Sentiment Mapping of Google Reviews for Digital Reputation Insights of Private Higher Education Institutions in Padang City

  Aldo Eko Syaputra ⁽¹⁾ , Sopi Sapriadi ⁽²⁾ , Wahyu Prima ⁽³⁾ , Yofhanda Septi Eirlangga ⁽⁴⁾ , Mutiara Oktrilisa ⁽⁵⁾

  (1) Universitas Adzkia , Indonesia ,

  (2) Universitas Adzkia , Indonesia ,

  (3) Universitas Adzkia , Indonesia ,

  (4) Universitas Adzkia , Indonesia ,

  (5) Universitas Adzkia , Indonesia

  5662-5691

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  DOI : 10.63158/journalisi.v8i5.1830

  Abstract View : 105

  Download PDF downloads: 75
• Design and Evaluation of a Route-Aware, Evidence-Grounded RAG Chatbot for Accessing Village Monographs and Census Data within Data Desa Presisi

  Ikhlasul Amal ⁽¹⁾ , Irman Hermadi ⁽²⁾ , Yani Nurhadryani ⁽³⁾

  (1) IPB University , Indonesia ,

  (2) IPB University , Indonesia ,

  (3) IPB University , Indonesia

  5692-5716

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  DOI : 10.63158/journalisi.v8i5.1856

  Abstract View : 127

  Download PDF downloads: 91
• From Code Author to Code Reviewer: A Systematic Review of Practitioner Experience with Generative AI in Software Engineering

  Bassey Isong ⁽¹⁾ , Tshipuke Vahangwele ⁽²⁾ , Nosipho Dladlu ⁽³⁾

  (1) North-West University , South Africa ,

  (2) North-West University , South Africa ,

  (3) North-West University , South Africa

  5717-5776

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  DOI : 10.63158/journalisi.v8i5.1826

  Abstract View : 326

  Download PDF downloads: 128
• Attention-Guided Autoencoder for Retrospective Physiological Anomaly Detection in ICU Vital Signs Using MIMIC-IV Demo Data

  Suprayogi ⁽¹⁾ , M. Agung Wibowo ⁽²⁾ , De Rosal Ignatius Moses Setiadi ⁽³⁾

  (1) Diponegoro University , Indonesia ,

  (2) Diponegoro University , Indonesia ,

  (3) Universitas Dian Nuswantoro , Indonesia

  5777-5794

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  DOI : 10.63158/journalisi.v8i5.1808

  Abstract View : 95

  Download PDF downloads: 50
• Y-Learn: Design and Initial Implementation of an OBE-Based Learning Platform for Group Work Monitoring and Peer Review Assessment

  Yerik Afrianto Singgalen ⁽¹⁾ , Efendi ⁽²⁾ , Jodie Giovanna Abrahamsz ⁽³⁾

  (1) Atma Jaya Catholic University of Indonesia , Indonesia ,

  (2) Atma Jaya Catholic University of Indonesia , Indonesia ,

  (3) Atma Jaya Catholic University of Indonesia , Indonesia

  5795-5831

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  DOI : 10.63158/journalisi.v8i5.1836

  Abstract View : 113

  Download PDF downloads: 58
• A Trust-Aware Modeling Framework for Jakarta Smart Transportation Open Data

  Setyawan Widyarto ⁽¹⁾ , Riki ⁽²⁾ , Sulaiman Said Omar Al-Hinai ⁽³⁾ , Dur Soomro ⁽⁴⁾

  (1) Universitas Budi Luhur , Indonesia ,

  (2) Universitas Buddhi Dharma , Indonesia ,

  (3) Ministry of Transport , Oman ,

  (4) DHA Suffa University , Pakistan

  5832-5859

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  DOI : 10.63158/journalisi.v8i5.1785

  Abstract View : 100

  Download PDF downloads: 51
• Mapping E-Readiness Dimensions for Digital Village Development: A Systematic Literature and Bibliometric Review

  Yenni Fatman ⁽¹⁾ , Catur Edi Widodo ⁽²⁾ , Dinar Mutiara Kusumo Nugraheni ⁽³⁾

  (1) Diponegoro University , Indonesia ,

  (2) Diponegoro University , Indonesia ,

  (3) Diponegoro University , Indonesia

  5860-5890

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  DOI : 10.63158/journalisi.v8i5.1787

  Abstract View : 99

  Download PDF downloads: 58
• Comparative Machine Learning Bias Correction of Satellite-Derived Solar Irradiance at Tropical Stations in Central Java, Indonesia

  Eko Riyanto ⁽¹⁾ , Iwan Setiawan ⁽²⁾ , Uky Yudatama ⁽³⁾

  (1) Diponegoro University , Indonesia ,

  (2) Diponegoro University , Indonesia ,

  (3) Muhammadiyah University of Magelang , Indonesia

  5891-5918

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  DOI : 10.63158/journalisi.v8i5.1778

  Abstract View : 106

  Download PDF downloads: 60
• Enhancing Conjunctival Image-Based Anemia Classification Using Coordinate Attention on MobileNetV3-Small

  Arnanda Asshaffa Mahendra ⁽¹⁾ , Aris Marjuni ⁽²⁾ , Affandy ⁽³⁾ , Muhammad Naufal ⁽⁴⁾

  (1) Universitas Dian Nuswantoro , Indonesia ,

  (2) Universitas Dian Nuswantoro , Indonesia ,

  (3) Universitas Dian Nuswantoro , Indonesia ,

  (4) Universitas Dian Nuswantoro , Indonesia

  5919-5944

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  DOI : 10.63158/journalisi.v8i5.1796

  Abstract View : 151

  Download PDF downloads: 66
• Evaluation of TF-IDF and Word2Vec Representations Using Support Vector Machine for Multiclass Product Category Classification of Tokopedia Reviews

  Anggi Dwi Septian ⁽¹⁾ , Primandani Arsi ⁽²⁾ , Pungkas Subarkah ⁽³⁾

  (1) Universitas Amikom Purwokerto , Indonesia ,

  (2) Universitas Amikom Purwokerto , Indonesia ,

  (3) Universitas Amikom Purwokerto , Indonesia

  5945-5976

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  DOI : 10.63158/journalisi.v8i5.1820

  Abstract View : 110

  Download PDF downloads: 55
• A Multimetric Evaluation of Ensemble and Neural Models for Imbalanced Credit Scoring on the German Credit Dataset

  Rino ⁽¹⁾ , Aditiya Hermawan ⁽²⁾ , Elfindah Princes ⁽³⁾ , Satria Abadi ⁽⁴⁾ , Umarkhon Mukhamedov ⁽⁵⁾

  (1) Universitas Buddhi Dharma , Indonesia ,

  (2) Universitas Buddhi Dharma , Indonesia ,

  (3) University of Manchester , United Kingdom ,

  (4) Sultan Idris Education University , Malaysia ,

  (5) University of Science and Technologies , Uzbekistan

  5977-6015

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  DOI : 10.63158/journalisi.v8i5.1825

  Abstract View : 132

  Download PDF downloads: 61
• Leakage-controlled Crowdfunding Success Prediction: Do Feature Selection and SMOTE Improve Boosting-Based Models?

  Adellia Nirma Azzahra ⁽¹⁾ , Riska Dhenabayu ⁽²⁾ , Dhiyan Septa Wihara ⁽³⁾ , Muhammad Jiwa Akmal Sani Arman Rachman Liga ⁽⁴⁾

  (1) Universitas Negeri Surabaya , Indonesia ,

  (2) Universitas Negeri Surabaya , Indonesia ,

  (3) Universitas Negeri Surabaya , Indonesia ,

  (4) Eve College , Australia

  6016-6054

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  DOI : 10.63158/journalisi.v8i5.1760

  Abstract View : 112

  Download PDF downloads: 56
• Mapping Artificial Intelligence for Personalised Learning based on Learning Style: Scopus-Based Bibliometric Analysis (2006-2026)

  Heliawati Hamrul ⁽¹⁾ , Catur Edi Widodo ⁽²⁾ , Bayu Surarso ⁽³⁾

  (1) Diponegoro University , Indonesia ,

  (2) Diponegoro University , Indonesia ,

  (3) Diponegoro University , Indonesia

  6055-6089

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  DOI : 10.63158/journalisi.v8i5.1752

  Abstract View : 137

  Download PDF downloads: 55
• Benchmarking Embedding Models for POJK Regulatory Retrieval in Indonesian Insurance Documents

  Daeng Ahmad Nurdin ⁽¹⁾ , Bambang Jokonowo ⁽²⁾ , Bagus Priambodo ⁽³⁾

  (1) Mercu Buana University , Indonesia ,

  (2) Mercu Buana University , Indonesia ,

  (3) Mercu Buana University , Indonesia

  6090-6116

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  DOI : 10.63158/journalisi.v8i5.1781

  Abstract View : 164

  Download PDF downloads: 69
• Hybrid IF–GNN–IF Framework for Suspected Fraud Detection in Bank Switching Transactions

  Zumam Muddin ⁽¹⁾ , Bambang Jokonowo ⁽²⁾ , Afiyati ⁽³⁾

  (1) Mercu Buana University , Indonesia ,

  (2) Mercu Buana University , Indonesia ,

  (3) Mercu Buana University , Indonesia

  6117-6146

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  DOI : 10.63158/journalisi.v8i5.1799

  Abstract View : 124

  Download PDF downloads: 57
• Software Defect Prediction: A Systematic Review and a Conceptual Framework for Stable, Actionable Explanations (AISD-F)

  Dikeledi Irene Thubisi ⁽¹⁾ , Bassey Isong ⁽²⁾ , Rodney Sebopelo ⁽³⁾

  (1) North-West University , South Africa ,

  (2) North-West University , South Africa ,

  (3) North-West University , South Africa

  6147-6190

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  DOI : 10.63158/journalisi.v8i5.1823

  Abstract View : 133

  Download PDF downloads: 82
• Image-Based Asymmetric Feature Fusion Using EfficientNet-B0 and MobileNetV3Large for Multi-Class Fish Disease Classification

  Ellya Helmud ⁽¹⁾ , Kiswanto ⁽²⁾

  (1) Institut Sains dan Bisnis Atma Luhur , Indonesia ,

  (2) Institut Sains dan Bisnis Atma Luhur , Indonesia

  6191-6213

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  DOI : 10.63158/journalisi.v8i5.1798

  Abstract View : 107

  Download PDF downloads: 58
• Deep Learning-Based Object Detection for Fashion, Uniform, and PPE Items: A Systematic Literature Review

  Isa Aulia Almadani ⁽¹⁾ , Nurcahya Pradana Taufik Prakisya ⁽²⁾ , Cucuk Wawan Budiyanto ⁽³⁾

  (1) Sebelas Maret University , Indonesia ,

  (2) Sebelas Maret University , Indonesia ,

  (3) Sebelas Maret University , Indonesia

  6214-6256

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  DOI : 10.63158/journalisi.v8i5.1818

  Abstract View : 134

  Download PDF downloads: 67
• Predicting Backup Non-Compliance Using KPI-Derived Labels and Machine Learning: A Proof-of-Concept Study

  Syafrial Fachri Pane ⁽¹⁾ , Muhammad Amran Hakim Siregar ⁽²⁾ , Muhammad Qinthar Sabilla Almaliki ⁽³⁾ , Andi Alamsyah Ode ⁽⁴⁾ , Muhammad Baihaqi Siregar ⁽⁵⁾ , Muhammad Arif Rivaldi ⁽⁶⁾ , Raditya Rizki Raharja ⁽⁷⁾ , Ahmad Rifky Ayala ⁽⁸⁾

  (1) Universitas Logistik dan Bisnis Internasional , Indonesia ,

  (2) University of Mitra Bangsa , Indonesia ,

  (3) Universitas Logistik dan Bisnis Internasional , Indonesia ,

  (4) Universitas Logistik dan Bisnis Internasional , Indonesia ,

  (5) Universitas Logistik dan Bisnis Internasional , Indonesia ,

  (6) Universitas Logistik dan Bisnis Internasional , Indonesia ,

  (7) Universitas Logistik dan Bisnis Internasional , Indonesia ,

  (8) Universitas Logistik dan Bisnis Internasional , Indonesia

  6257-6291

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  DOI : 10.63158/journalisi.v8i5.1846

  Abstract View : 142

  Download PDF downloads: 58
• ResearchMatch: A Semantic-Bibliometric Prototype for Evidence-Supported Researcher Discovery

  Daniel Segboru Emmanuel ⁽¹⁾ , Ikiomoye Emmanuel ⁽²⁾

  (1) Bangor University , United Kingdom ,

  (2) University of South Africa , South Africa

  6292-6323

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  DOI : 10.63158/journalisi.v8i5.1841

  Abstract View : 120

  Download PDF downloads: 56
• ICT Adoption, Human Development, and Productivity Change in Sub-Saharan Africa: Evidence from Random Forest and DEA-Malmquist Analysis

  Refilwe Maidi ⁽¹⁾ , Ernest Mnkandla ⁽²⁾

  (1) University of South Africa , South Africa ,

  (2) University of South Africa , South Africa

  6324-6353

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  DOI : 10.63158/journalisi.v8i5.1866

  Abstract View : 118

  Download PDF downloads: 55
• An Uncertainty-Aware Hybrid Symbolic-Lexicon Framework for Multi-Domain Sentiment Classification

  Saleh Yaakub ⁽¹⁾ , Mustafa Mat Deris ⁽²⁾ , Ika Safitri Windiarti ⁽³⁾

  (1) Muhammadiyah University of Jambi , Indonesia ,

  (2) Universiti Muhammadiyah Malaysia , Malaysia ,

  (3) Universitas Muhammadiyah Palangkaraya , Indonesia

  6325-6346

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  DOI : 10.63158/journalisi.v8i5.1872

  Abstract View : 84

  Download PDF downloads: 42
• Governing Agentic AI in Africa: A Systematic Literature Review of Ethical Challenges, Framework Gaps, and Ubuntu-Informed Governance Solutions

  Tope Samuel Adeyelure ⁽¹⁾

  (1) Tshwane University of Technology , South Africa

  6347-6375

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  DOI : 10.63158/journalisi.v8i5.1738

  Abstract View : 169

  Download PDF downloads: 79
• Leakage-Aware Ablation of Data Augmentation for Sugarcane Leaf Disease Classification: Operator- and Severity-Specific Effects

  Jarot Budiasto ⁽¹⁾ , Hasanudin Jayawardana ⁽²⁾ , Tri Kustanti Rahayu ⁽³⁾ , Yosefina Mangera ⁽⁴⁾

  (1) Musamus Merauke University , Indonesia ,

  (2) Musamus Merauke University , Indonesia ,

  (3) Musamus Merauke University , Indonesia ,

  (4) Musamus Merauke University , Indonesia

  6376-6401

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  DOI : 10.63158/journalisi.v8i5.1896

  Abstract View : 122

  Download PDF downloads: 58
• Benchmarking Classical Machine Learning and Deep Learning Models on the Cleveland Heart Disease Binary Classification Dataset

  Ajimah Nnabueze Edmund ⁽¹⁾ , Ikiomoye Douglas Emmanuel ⁽²⁾ , Esenogho Ebenezer ⁽³⁾

  (1) University of South Africa , South Africa ,

  (2) University of South Africa , United Kingdom ,

  (3) University of South Africa , South Africa

  6402-6438

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  DOI : 10.63158/journalisi.v8i5.1794

  Abstract View : 114

  Download PDF downloads: 58
• AI-Driven Dynamic Trust in Zero Trust Architecture: A Systematic Literature Review of Machine Learning, Federated Learning and Governance Challenges

  Melissa Sharon Tubili ⁽¹⁾ , Belinda Ndlovu ⁽²⁾

  (1) National University of Science and Technology , Zimbabwe ,

  (2) National University of Science and Technology , Zimbabwe

  6439-6472

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  DOI : 10.63158/journalisi.v8i5.1815

  Abstract View : 151

  Download PDF downloads: 77
• BEMD-Based Color–Texture Feature Fusion with Image Sharpening for Multiclass Huanglongbing Severity Classification

  Rachmat Adi Purnama ⁽¹⁾ , Dwiza Riana ⁽²⁾ , Mochamad Wahyudi ⁽³⁾ , Sumanto ⁽⁴⁾

  (1) Nusamandiri University , Indonesia ,

  (2) Nusamandiri University , Indonesia ,

  (3) Universitas Bina Sarana Informatika , Indonesia ,

  (4) Universitas Bina Sarana Informatika , Indonesia

  6473-6502

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  DOI : 10.63158/journalisi.v8i5.1867

  Abstract View : 89

  Download PDF downloads: 55
• Comparative Classification of DNS-over-HTTPS Traffic on the CIRACIC-DoHBrw-2020 Dataset Using Logistic Regression, Random Forest and XGBoost

  Ikiomoye Douglas Emmanuel ⁽¹⁾

  (1) University of South Africa , South Africa

  6503-6534

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  DOI : 10.63158/journalisi.v8i5.1914

  Abstract View : 115

  Download PDF downloads: 70
• AI-Integrated Computational Framework for Pronunciation Error Analysis Through Native–Learner Speech Comparison

  Hastha Sunardi ⁽¹⁾ , Rendra Gustriansyah ⁽²⁾ , Fery Antony ⁽³⁾

  (1) Universitas Indo Global Mandiri , Indonesia ,

  (2) Universitas Indo Global Mandiri , Indonesia ,

  (3) Universitas Indo Global Mandiri , Indonesia

  6535-6567

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  DOI : 10.63158/journalisi.v8i5.1812

  Abstract View : 107

  Download PDF downloads: 61
• Graph-Enhanced Knowledge Tracing for Explainable Learner Modeling: A Systematic Literature Review

  Nurfaizah ⁽¹⁾ , R Rizal Isnanto ⁽²⁾ , Imam Tahyudin ⁽³⁾

  (1) Diponegoro University , Indonesia ,

  (2) Diponegoro University , Indonesia ,

  (3) Universitas Amikom Purwokerto , Indonesia

  6568-6603

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  DOI : 10.63158/journalisi.v8i5.1844

  Abstract View : 154

  Download PDF downloads: 74
• Hyperparameter-Tuned K-Nearest Neighbor for Herbal Leaf Classification Using Shape, Color, and Texture Feature Fusion in Smart Agriculture

  Avip Kurniawan ⁽¹⁾ , Agustinus Eko Setiawan ⁽²⁾ , Vevi Maritha ⁽³⁾ , Muhammad Abrar Argianata ⁽⁴⁾

  (1) Universitas Krisnadwipayana , Indonesia ,

  (2) Aisyah University , Indonesia ,

  (3) Universitas Persatuan Guru Republik Indonesia Madiun , Indonesia ,

  (4) Universitas Krisnadwipayana , Indonesia

  6604-6629

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  DOI : 10.63158/journalisi.v8i5.1938

  Abstract View : 98

  Download PDF downloads: 56
• Cost-Sensitive Ensemble Models for Microcredit Risk Prediction: A Comparative Evaluation

  Reliya Indah Okta Limabri Reliya ⁽¹⁾ , Ari Muzakir ⁽²⁾

  (1) Universitas Bina Darma , Indonesia ,

  (2) Universitas Bina Darma , Indonesia

  6630-6654

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  DOI : 10.63158/journalisi.v8i5.1902

  Abstract View : 103

  Download PDF downloads: 47
• Context-Aware Detection of Content Evidencing Illegal or Predatory Fintech Lending Practices on Indonesian Digital Platforms Using Transformer-Based Language Models

  Uci Suriani ⁽¹⁾ , Netti Herawati ⁽²⁾ , Ilsa Palingga Ninditama ⁽³⁾

  (1) Politeknik Prasetiya Mandiri , Indonesia ,

  (2) Politeknik Prasetiya Mandiri , Indonesia ,

  (3) Politeknik Prasetiya Mandiri , Indonesia

  6655-6679

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  DOI : 10.63158/journalisi.v8i5.1903

  Abstract View : 135

  Download PDF downloads: 58
• Evaluating Xception with Multitask Self-Supervised Learning for AI-Generated Image and Deepfake Video Detection

  Iksan Nur Rochim ⁽¹⁾ , R. Rizal Isnanto ⁽²⁾ , Aris Sugiharto ⁽³⁾

  (1) Diponegoro University , Indonesia ,

  (2) Diponegoro University , Indonesia ,

  (3) Diponegoro University , Indonesia

  6680-6713

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  DOI : 10.63158/journalisi.v8i5.1864

  Abstract View : 214

  Download PDF downloads: 61
• Interpretable Diabetic Retinopathy Classification Using Hybrid ConvNeXt–MLP-Mixer and ConvNeXt–PoolFormer Architectures

  Mochammad Arya Jadmika ⁽¹⁾ , Aris Sugiharto ⁽²⁾ , Dinar Mutiara Kusumo Nugraheni ⁽³⁾

  (1) Diponegoro University , Indonesia ,

  (2) Diponegoro University , Indonesia ,

  (3) Diponegoro University , Indonesia

  6714-6748

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  DOI : 10.63158/journalisi.v8i5.1863

  Abstract View : 108

  Download PDF downloads: 57
• Forecasting Weekly Influenza Detections in South Africa Using SARIMA and LSTM Models

  Ebelechukwu Ajuka ⁽¹⁾ , Ebenezer Esenogho ⁽²⁾ , Cameron Modisane ⁽³⁾

  (1) University of South Africa , South Africa ,

  (2) University of South Africa , South Africa ,

  (3) University of South Africa , South Africa

  6749-6785

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  DOI : 10.63158/journalisi.v8i5.1860

  Abstract View : 107

  Download PDF downloads: 51
• Forensic Reconstruction of Web-Based Social Media Account Takeover via Credential Phishing

  Zulki Yanto Rivai ⁽¹⁾ , Anton Yudhana ⁽²⁾ , Imam Riadi ⁽³⁾

  (1) Universitas Ahmad Dahlan , Indonesia ,

  (2) Universitas Ahmad Dahlan , Indonesia ,

  (3) Universitas Ahmad Dahlan , Indonesia

  6786-6805

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  DOI : 10.63158/journalisi.v8i5.1968

  Abstract View : 127

  Download PDF downloads: 55
• Design and Implementation of HidroPond: An IoT-Based Information System for Aquaponics Monitoring and Control

  Lendy Rahmadi ⁽¹⁾ , Kusnita Yusmiarti ⁽²⁾ , Heriansyah ⁽³⁾

  (1) Universitas Lembah Dempo , Indonesia ,

  (2) Universitas Lembah Dempo , Indonesia ,

  (3) Universitas Lembah Dempo , Indonesia

  6806-6834

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  DOI : 10.63158/journalisi.v8i5.1934

  Abstract View : 124

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• Preprocessing-Induced Ranking Reversal is Architecture-Dependent in Cross-Domain Pneumonia Detection

  Ucta Pradema Sanjaya ⁽¹⁾ , Sri Mujiyono ⁽²⁾ , Ade Pratama ⁽³⁾ , Iwan Setiawan Wibisono ⁽⁴⁾

  (1) Ngudi Waluyo University , Indonesia ,

  (2) Ngudi Waluyo University , Indonesia ,

  (3) Ngudi Waluyo University , Indonesia ,

  (4) Ngudi Waluyo University , Indonesia

  6835-6856

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  DOI : 10.63158/journalisi.v8i5.1944

  Abstract View : 100

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• A Computer Vision-Based Framework for Multilevel Egg Fertility Classification Using L*a*b* Color Segmentation, Wavelet Texture Features, and Support Vector Machine

  Sriyadi ⁽¹⁾ , Jufriadif Na'am ⁽²⁾ , Mochamad Wahyudi ⁽³⁾ , Sumanto ⁽⁴⁾

  (1) Nusamandiri University , Indonesia ,

  (2) Nusamandiri University , Indonesia ,

  (3) Universitas Bina Sarana Informatika , Indonesia ,

  (4) Universitas Bina Sarana Informatika , Indonesia

  6857-6889

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  DOI : 10.63158/journalisi.v8i5.1882

  Abstract View : 107

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• Clustering-Based Data Mining for Healthcare Decision Support Systems: A Systematic Review

  Francka Sakti Lee ⁽¹⁾ , Catur Edi Widodo ⁽²⁾ , Johanes Fernandes Andry ⁽³⁾

  (1) Diponegoro University , Indonesia ,

  (2) Diponegoro University , Indonesia ,

  (3) University of Bunda Mulia , Indonesia

  6890-6907

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  DOI : 10.63158/journalisi.v8i5.1801

  Abstract View : 117

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• Artificial Intelligence, Ethics, Academic and Research Integrity in Higher Education: A Bibliometric Analysis

  Olusegun Aanuoluwapo Oguntona ⁽¹⁾ , Chijioke Emmanuel Emere ⁽²⁾

  (1) Walter Sisulu University , South Africa ,

  (2) Walter Sisulu University , South Africa

  6908-6941

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  DOI : 10.63158/journalisi.v8i5.1763

  Abstract View : 184

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