Journal of Information Systems and Informatics

About the Journal

Journal of Information Systems and Informatics (JournalISI) is an international, open-access, peer-reviewed journal managed independently by the Asosiasi Doktor Sistem Informasi Indonesia (ADSII). Serving as a global platform for researchers, academicians, and practitioners, the journal publishes high-quality original research spanning the broader spectrum of Computer Science, Information Systems, and Informatics. Click here for more detail.

Cover ISI Journal

ISSN: 2656-5935 (Print) / ISSN: 2656-4882 (Online) / DOI: 10.63158 = V7.I4.- Current

Accreditation: Sinta 2 | Download Certificate

Editor-in-Chief: Assoc. Prof. Dr. Ir. Muhammad Arifin, S.Kom., M.Kom., IPM

Publish Time: 6 issues | Feb, Apr, Jun, Aug, Oct, & Dec

Publisher: Asosiasi Doktor Sistem Informasi Indonesia (ADSII) | University Partners: List

Author Guidelines and Submission | Download Article Template

Current Issue

Vol. 8 No. 5 (2026): October

View Vol. 8 No. 5 (2026): October

Journal of Information Systems and Informatics (JournalISI), Volume 8, Number 5, October 2026. Published 50 articles. There are 163 authors from 10 countries (Indonesia, Afrika Selatan, Malaysia, Britania Raya (United Kingdom), Zimbabwe, Italia, Oman, Pakistan, Uzbekistan, Australia) as follows:

DOI: https://doi.org/10.63158/journalisi.v8i5

Published: 2026-10-24

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 : 194

Download PDF downloads: 156
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 : 171

Download PDF downloads: 121
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 : 163

Download PDF downloads: 91
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 : 240

Download PDF downloads: 100
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 : 239

Download PDF downloads: 110
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 : 169

Download PDF downloads: 100
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 : 166

Download PDF downloads: 88
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 : 131

Download PDF downloads: 90
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 : 131

Download PDF downloads: 87
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 : 143

Download PDF downloads: 95
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 : 394

Download PDF downloads: 159
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 : 112

Download PDF downloads: 62
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 : 124

Download PDF downloads: 69
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 : 133

Download PDF downloads: 66
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 : 107

Download PDF downloads: 68
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 : 121

Download PDF downloads: 66
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 : 176

Download PDF downloads: 80
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 : 128

Download PDF downloads: 66
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 : 153

Download PDF downloads: 72
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 : 140

Download PDF downloads: 67
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 : 157

Download PDF downloads: 66
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 : 191

Download PDF downloads: 78
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 : 140

Download PDF downloads: 69
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 : 145

Download PDF downloads: 89
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 : 123

Download PDF downloads: 66
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 : 150

Download PDF downloads: 76
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 : 158

Download PDF downloads: 65
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 : 134

Download PDF downloads: 62
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 : 129

Download PDF downloads: 60
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 : 100

Download PDF downloads: 54
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 : 190

Download PDF downloads: 89
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 : 137

Download PDF downloads: 67
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 : 130

Download PDF downloads: 64
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 : 167

Download PDF downloads: 87
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 : 101

Download PDF downloads: 63
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 : 126

Download PDF downloads: 79
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 : 116

Download PDF downloads: 69
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 : 172

Download PDF downloads: 85
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 : 117

Download PDF downloads: 66
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 : 116

Download PDF downloads: 59
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 : 150

Download PDF downloads: 70
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 : 226

Download PDF downloads: 70
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 : 123

Download PDF downloads: 68
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 : 116

Download PDF downloads: 60
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 : 149

Download PDF downloads: 73
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 : 138

Download PDF downloads: 70
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 : 111

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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 : 119

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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 : 133

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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 : 203

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