Vol. 8 No. 4 (2026): August

View Vol. 8 No. 4 (2026): August

Journal of Information Systems and Informatics (JournalISI) Volume 8, Number 4, August 2026. Published 50 articles. There are 154 authors from 5 countries (Indonesia, Zimbabwe, South Africa, Tanzania, United Republic of, and Malaysia) as follows:

DOI: https://doi.org/10.63158/journalisi.v8i4

Published: 2026-08-22

Articles

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

Kazembe Kazembe ⁽¹⁾ , Obert Sifile ⁽²⁾ , Gilbert Mahlangu ⁽³⁾

(1) Chinhoyi University of Technology , Zimbabwe ,

(2) Chinhoyi University of Technology , Zimbabwe ,

(3) University of South Africa , South Africa

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

Abstract View : 365

Download PDF downloads: 206
AI-Enabled E-Learning in Correctional Centres: A Systematic Literature Review

Molefe Maloma ⁽¹⁾ , Malusi Sibiya ⁽²⁾ , James Chibueze ⁽³⁾

(1) University of South Africa , South Africa ,

(2) University of South Africa , South Africa ,

(3) University of South Africa , South Africa

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

Abstract View : 265

Download PDF downloads: 137
Association Rule Mining for Uncovering Co-occurring Skill Sets in Multi-Portal ICT Job Advertisements

Erick Samwi ⁽¹⁾ , George Matto ⁽²⁾ , Mercy Mbise ⁽³⁾

(1) Moshi Co-operative University , Tanzania, United Republic of ,

(2) Moshi Co-operative University , Tanzania, United Republic of ,

(3) University of Dar es Salaam , Tanzania, United Republic of

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

Abstract View : 180

Download PDF downloads: 109
Machine Learning Models for Early Gingival Health Screening Using Routine Clinical and Behavioral Data

Ozzy Secio Riza ⁽¹⁾ , Novia Lestari ⁽²⁾

(1) Universitas Islam Negeri Imam Bonjol Padang , Indonesia ,

(2) Universitas Islam Negeri Imam Bonjol Padang , Indonesia

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

Abstract View : 164

Download PDF downloads: 142
Comparative Sentiment Analysis of Profits Anywhere Application Reviews Using KNN and Naïve Bayes

Yurindra ⁽¹⁾ , Chandra Kirana ⁽²⁾ , Dian Novianto ⁽³⁾ , Tri Sugihartono ⁽⁴⁾ , Muhammad Ilham ⁽⁵⁾

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

(2) Institut Sains dan Bisnis Atma Luhur , 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

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

Abstract View : 155

Download PDF downloads: 116
Securing Educational Financial Data Against Insider Threats: A Hybrid Blockchain Approach with Merkle Tree Aggregation

Adi Alfian Hafis ⁽¹⁾ , Soiful Hadi ⁽²⁾

(1) Universitas Semarang , Indonesia ,

(2) Universitas Semarang , Indonesia

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

Abstract View : 181

Download PDF downloads: 95
Experimental Evaluation of Avalanche Effect and Hash Consistency in SHA-256, SHA3-256, and BLAKE2b-256 for Smart Grid Data Integrity Verification

Muhammad Ridwan ⁽¹⁾ , Rusydi Umar ⁽²⁾ , Muhammad Kunta Biddinika ⁽³⁾ , Puguh Wahyu Prasetyo ⁽⁴⁾

(1) Universitas Ahmad Dahlan , Indonesia ,

(2) Universitas Ahmad Dahlan , Indonesia ,

(3) Universitas Ahmad Dahlan , Indonesia ,

(4) Universitas Ahmad Dahlan , Indonesia

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

Abstract View : 161

Download PDF downloads: 110
A Temporal Patient Risk Timeline Framework for Longitudinal Clinical Deterioration Surveillance Using Hospital Data Warehouse and Machine Learning

Herwanto ⁽¹⁾ , Dian Nugraha ⁽²⁾ , Popy Yuniar ⁽³⁾

(1) Jakarta Global University , Indonesia ,

(2) Jakarta Global University , Indonesia ,

(3) University of Indonesia , Indonesia

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

Abstract View : 133

Download PDF downloads: 79
Green Software Engineering for Sustainable IT Services: A Scopus-Based Systematic Literature Review and Bibliometric Mapping

Cecep Muhamad Sidik Ramdani ⁽¹⁾ , I Made Oka Widyantara ⁽²⁾ , Linawati ⁽³⁾ , Nyoman Putra Sastra ⁽⁴⁾

(1) Siliwangi University , Indonesia ,

(2) Udayana University , Indonesia ,

(3) Udayana University , Indonesia ,

(4) Udayana University , Indonesia

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

Abstract View : 162

Download PDF downloads: 85
An Explainable PCA-XGBoost Model for Predicting Bloodstream Infection in Hemodialysis Patients

Rani Zulaikha ⁽¹⁾ , Budi Warsito ⁽²⁾ , Aris Sugiharto ⁽³⁾

(1) Diponegoro University , Indonesia ,

(2) Diponegoro University , Indonesia ,

(3) Diponegoro University , Indonesia

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

Abstract View : 150

Download PDF downloads: 106
A Socio-Technical Assessment of Information Security Management Using KAMI Index, ISO/IEC 27001:2022, and User Awareness

Nur Wachid Hidayatulloh ⁽¹⁾ , Dinar Mutiara Kusumo Nugraheni ⁽²⁾ , Oky Dwi Nurhayati ⁽³⁾

(1) Diponegoro University , Indonesia ,

(2) Diponegoro University , Indonesia ,

(3) Diponegoro University , Indonesia

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

Abstract View : 155

Download PDF downloads: 92
Comparative Analysis of Four Machine Learning Classifiers for Indonesian Hoax News Detection

Dedi Irawan ⁽¹⁾ , Sudarmaji ⁽²⁾

(1) Universitas Muhammadiyah Metro , Indonesia ,

(2) Universitas Muhammadiyah Metro , Indonesia

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

Abstract View : 202

Download PDF downloads: 130
User-Centered Design of Marker-Based Augmented Reality Learning Media to Improve Informatics Learning Effectiveness

Chairunnisa Umi Kalsum ⁽¹⁾ , Ali Ibrahim ⁽²⁾ , Ken Ditha Tania ⁽³⁾

(1) Sriwijaya University , Indonesia ,

(2) Sriwijaya University , Indonesia ,

(3) Sriwijaya University , Indonesia

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

Abstract View : 153

Download PDF downloads: 78
User Acceptance of E-Kinerja for Employee Additional Income Policy: A TAM Study in Central Lombok

Baiq Amelia Suroyani ⁽¹⁾ , Sofiansyah Fadli ⁽²⁾ , Baiq Yulia Fitriyani ⁽³⁾

(1) STMIK Lombok , Indonesia ,

(2) STMIK Lombok , Indonesia ,

(3) STMIK Lombok , Indonesia

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

Abstract View : 131

Download PDF downloads: 82
Interpretable Feature-Scenario Analysis for Ethereum Transaction Anomaly Detection Using Random Forest and XGBoost

Indana Zulfa ⁽¹⁾ , Kusnawi ⁽²⁾

(1) Universitas Amikom Yogyakarta , Indonesia ,

(2) Universitas Amikom Yogyakarta , Indonesia

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

Abstract View : 150

Download PDF downloads: 81
Formulating Application Portfolios from IS/IT Strategy and Business Processes: A Systematic Literature Review

Belva Rizki Mufidah ⁽¹⁾ , Sholiq ⁽²⁾

(1) Sepuluh Nopember Institute of Technology , Indonesia ,

(2) Sepuluh Nopember Institute of Technology , Indonesia

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

Abstract View : 145

Download PDF downloads: 80
Comparative Evaluation of Machine Learning Models with Class Imbalance Techniques for Employee Turnover Prediction

Rudi Setiawan ⁽¹⁾ , Gatot Tri Pranoto ⁽²⁾ , Zed Abdullah ⁽³⁾ , Satria Abadi ⁽⁴⁾

(1) Trilogi University , Indonesia ,

(2) Trilogi University , Indonesia ,

(3) Trilogi University , Indonesia ,

(4) Sultan Idris Education University , Malaysia

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

Abstract View : 188

Download PDF downloads: 98
Application-Driven Parallel Differential Evolution: A Systematic Mapping Review of Scalable Optimization Applications

Said Iskandar Al Idrus ⁽¹⁾ , Rudi Setiawan ⁽²⁾

(1) State University of Medan , Indonesia ,

(2) Trilogi University , Indonesia

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

Abstract View : 145

Download PDF downloads: 65
Extending the Technology Acceptance Model with Perceived Immersive Learning for VR Usage in Higher Education

Ajub Ajulian Zahra Macrina ⁽¹⁾ , Iwan Setiawan ⁽²⁾ , Darjat ⁽³⁾

(1) Diponegoro University , Indonesia ,

(2) Diponegoro University , Indonesia ,

(3) Diponegoro University , Indonesia

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

Abstract View : 163

Download PDF downloads: 92
Comparative Analysis of Similarity-Based Edge Construction Methods for Village Welfare Index Networks

Abdullah Alhayad Arafah ⁽¹⁾ , Annisa ⁽²⁾ , Sofyan Sjaf ⁽³⁾

(1) IPB University , Indonesia ,

(2) IPB University , Indonesia ,

(3) IPB University , Indonesia

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

Abstract View : 139

Download PDF downloads: 77
An AI-Assisted Knowledge Management System Prototype for Fisheries Extension Officers: A Usability Evaluation

Dani Saepuloh ⁽¹⁾ , Irman Hermadi ⁽²⁾ , Yani Nurhadryani ⁽³⁾

(1) IPB University , Indonesia ,

(2) IPB University , Indonesia ,

(3) IPB University , Indonesia

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

Abstract View : 170

Download PDF downloads: 94
Evaluating E-Commerce User Satisfaction Using an Integrated PIECES and EUCS Framework

Retno Waluyo ⁽¹⁾ , Jeffri Prayitno Bangkit Saputra ⁽²⁾

(1) Universitas Amikom Purwokerto , Indonesia ,

(2) Universitas Amikom Purwokerto , Indonesia

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

Abstract View : 135

Download PDF downloads: 79
Multimodal Emotion Classification of Indonesian Memes on Platform X Using IndoBERT and YOLOv11

Pungkas Subarkah ⁽¹⁾ , Esti Widianti ⁽²⁾ , Agus Pramono ⁽³⁾

(1) Universitas Amikom Purwokerto , Indonesia ,

(2) Universitas Amikom Purwokerto , Indonesia ,

(3) Universitas Amikom Purwokerto , Indonesia

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

Abstract View : 149

Download PDF downloads: 86
Reliability-Aware Public Issue Priority Mapping for Indonesia’s Free Nutritious Meal Program Using Sentiment Calibration and BERTopic

Rizaldi ⁽¹⁾ , Dewi Anggraeni ⁽²⁾ , Abdul Kholiq ⁽³⁾

(1) Universitas Royal , Indonesia ,

(2) Universitas Royal , Indonesia ,

(3) Universitas Satya Negara Indonesia , Indonesia

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

Abstract View : 173

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

Vitra Surya Ningrum ⁽¹⁾ , Anteng Widodo ⁽²⁾ , Noor Latifah ⁽³⁾

(1) Muria Kudus University , Indonesia ,

(2) Muria Kudus University , Indonesia ,

(3) Muria Kudus University , Indonesia

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

Abstract View : 147

Download PDF downloads: 82
Open Government Data-Based Smart Tourism Analytics: A Conceptual Governance Framework

Ucu Nugraha ⁽¹⁾ , Murnawan ⁽²⁾ , Zakiah Darajat ⁽³⁾

(1) Universitas Widyatama , Indonesia ,

(2) Universitas Widyatama , Indonesia ,

(3) Universitas Widyatama , Indonesia

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

Abstract View : 155

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

Candra Agustina ⁽¹⁾ , Eka Rahmawati ⁽²⁾

(1) Universitas Bina Sarana Informatika , Indonesia ,

(2) Universitas Bina Sarana Informatika , Indonesia

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

Abstract View : 131

Download PDF downloads: 81
Residual Learning-Based Hybrid ARIMA–LSTM for Digital Retail Demand Forecasting

Dwi Hartanti ⁽¹⁾ , Aprilisa Arum Sari ⁽²⁾

(1) Universitas Duta Bangsa , Indonesia ,

(2) Universitas Duta Bangsa , Indonesia

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

Abstract View : 139

Download PDF downloads: 64
Optimizing KNN Classification for Heart Disease Prediction Using Sequential Forward Selection

Herman ⁽¹⁾ , Rusydi Umar ⁽²⁾ , Deni Kuswandani ⁽³⁾

(1) Universitas Ahmad Dahlan , Indonesia ,

(2) Universitas Ahmad Dahlan , Indonesia ,

(3) Universitas Ahmad Dahlan , Indonesia

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

Abstract View : 112

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

Siti Nabila Ariza Fitri ⁽¹⁾ , Rona Nisa Sofia Amriza ⁽²⁾ , M. Yoka Fathoni ⁽³⁾

(1) Telkom University , Indonesia ,

(2) Telkom University , Indonesia ,

(3) Telkom University , Indonesia

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

Abstract View : 150

Download PDF downloads: 89
Hybrid CNN-RNN Architecture with MFCC-LFCC Features for Audio Deepfake Detection

Muh. Hajar Akbar ⁽¹⁾ , Nurfitria Ningsi ⁽²⁾ , Aldi ⁽³⁾ , Muhammad Na’im Al Jum’ah ⁽⁴⁾ , Ilcham ⁽⁵⁾

(1) Universitas Sembilanbelas November Kolaka , Indonesia ,

(2) Universitas Sembilanbelas November Kolaka , Indonesia ,

(3) Universitas Sembilanbelas November Kolaka , Indonesia ,

(4) Universitas Sembilanbelas November Kolaka , Indonesia ,

(5) Universitas Sembilanbelas November Kolaka , Indonesia

4865-4893
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DOI : 10.63158/journalisi.v8i4.1723

Abstract View : 140

Download PDF downloads: 71
Temporal Healthcare Data Warehouse with SCD Type 2 for OLAPBased Executive Information Systems: A Galaxy Schema Approach

Muhammad Mukhlis Khoirudin ⁽¹⁾ , Irman Hermadi ⁽²⁾ , Hari Agung Adrianto ⁽³⁾

(1) IPB University , Indonesia ,

(2) Prof. Dr. Margono Soekarjo Regional Public Hospital , Indonesia ,

(3) IPB University , Indonesia ,

(4) IPB University , Indonesia

4894-4912
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DOI : 10.63158/journalisi.v8i4.1651

Abstract View : 133

Download PDF downloads: 74
Comparative Machine Learning Models for Predicting SME Business Performance

Azizah ⁽¹⁾ , Rahmat Gernowo ⁽²⁾ , Budi Warsito ⁽³⁾ , Jumi ⁽⁴⁾

(1) Diponegoro University , Indonesia ,

(2) Diponegoro University , Indonesia ,

(3) Diponegoro University , Indonesia ,

(4) Politeknik Negeri Semarang , Indonesia

4913-4941
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DOI : 10.63158/journalisi.v8i4.1705

Abstract View : 149

Download PDF downloads: 79
A Web-Based Spatial Decision Support System For Stunting Risk Prediction Using Random Forest and STBM Data

Septia Oviyanti ⁽¹⁾ , Supriyono ⁽²⁾ , Diana Laily Fithri ⁽³⁾

(1) Muria Kudus University , Indonesia ,

(2) Muria Kudus University , Indonesia ,

(3) Muria Kudus University , Indonesia

4942-4969
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DOI : 10.63158/journalisi.v8i4.1807

Abstract View : 111

Download PDF downloads: 63
Digital Twin and AI in Marine Systems: A Bibliometric Analysis from an Information Systems Perspective

Aditya Lapu Kalua ⁽¹⁾ , Mochamad Agung Wibowo ⁽²⁾ , Luther Alexander Latumakulita ⁽³⁾

(1) Diponegoro University , Indonesia ,

(2) Sam Ratulangi University , Indonesia ,

(3) Diponegoro University , Indonesia ,

(4) Sam Ratulangi University , Indonesia

4970-4989
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DOI : 10.63158/journalisi.v8i4.1717

Abstract View : 127

Download PDF downloads: 75
A Modular Agroclimatic Feature Engineering Framework for Country-Level Crop Yield Prediction Using XGBoost and LightGBM

Ledyvia Audiz Coranov ⁽¹⁾ , Kusnawi ⁽²⁾

(1) Universitas Amikom Yogyakarta , Indonesia ,

(2) Universitas Amikom Yogyakarta , Indonesia

4990-5022
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DOI : 10.63158/journalisi.v8i4.1762

Abstract View : 127

Download PDF downloads: 54
Sentiment Analysis of Public Opinion on The Plastic Waste Issue on Social Media X Using TF-IDF, Naïve Bayes, and SVM

Ary Kania Sya'diah ⁽¹⁾ , Muhammad Arifin ⁽²⁾ , Pratomo Setiaji ⁽³⁾

(1) Muria Kudus University , Indonesia ,

(2) Muria Kudus University , Indonesia ,

(3) Muria Kudus University , Indonesia

5023-5045
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DOI : 10.63158/journalisi.v8i4.1782

Abstract View : 114

Download PDF downloads: 55
Explainable XGBoost-Based Prediction of Student Reading Interest Using Digital Learning and Reading Behavior Indicators

Delpiah Wahyuningsih ⁽¹⁾ , Heki Aprianto ⁽²⁾ , Lili Indah Sari ⁽³⁾ , Wishnu Aribowo Probonegoro ⁽⁴⁾ , Sri Rahayu ⁽⁵⁾ , Serly Oktarina ⁽⁶⁾

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

(2) Sekolah Tinggi Ilmu Kesehatan Budi Mulia Sriwijaya , Indonesia ,

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

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

(5) Raden Fatah State Islamic University Palembang , Indonesia ,

(6) Universitas Sumatera Selatan , Indonesia

5046-5070
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DOI : 10.63158/journalisi.v8i4.1698

Abstract View : 131

Download PDF downloads: 65
Comparative Classification of Promotional Sources in Higher Education Admissions Using K-Nearest Neighbor and Naive Bayes

Elly Yanuarti ⁽¹⁾ , Sujono ⁽²⁾ , Djoko Soetarno ⁽³⁾ , Rahmat Sulaiman ⁽⁴⁾

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

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

(3) Binus University , Indonesia ,

(4) Institut Sains dan Bisnis Atma Luhur , Indonesia

5071-5092
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DOI : 10.63158/journalisi.v8i4.1689

Abstract View : 101

Download PDF downloads: 46
Rule-Based Aspect Extraction and IndoBERT-Based Sentiment Classification of Ruparupa Mobile Application Reviews

Erina Setyawati ⁽¹⁾ , Berlilana ⁽²⁾ , Dhanar Intan Surya Saputra ⁽³⁾

(1) Universitas Amikom Purwokerto , Indonesia ,

(2) Universitas Amikom Purwokerto , Indonesia ,

(3) Universitas Amikom Purwokerto , Indonesia

5093-5111
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DOI : 10.63158/journalisi.v8i4.1816

Abstract View : 136

Download PDF downloads: 98
Performance Trade-Off Analysis of Faster R-CNN with Grid-Based Histogram for Student Face Detection

Arie Satia Dharma ⁽¹⁾ , Herimanto ⁽²⁾ , Ranty Deviana Siahaan ⁽³⁾ , Lamboy Albertson Sirait ⁽⁴⁾ , Luna Sweeta Pangaribuan ⁽⁵⁾

(1) Del Institute of Technology , Indonesia ,

(2) Del Institute of Technology , Indonesia ,

(3) Del Institute of Technology , Indonesia ,

(4) Del Institute of Technology , Indonesia ,

(5) Del Institute of Technology , Indonesia

5112-5134
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DOI : 10.63158/journalisi.v8i4.1681

Abstract View : 100

Download PDF downloads: 49
A Hybrid ACO-BPNN-XGBoost Model for Monthly Rainfall Time-Series Forecasting

Syaharuddin ⁽¹⁾ , Safaruddin ⁽²⁾ , Vera Mandailina ⁽³⁾ , Abdillah ⁽⁴⁾ , Mahsup ⁽⁵⁾

(1) University of Muhammadiyah Mataram , Indonesia ,

(2) University of Muhammadiyah Mataram , Indonesia ,

(3) University of Muhammadiyah Mataram , Indonesia ,

(4) University of Muhammadiyah Mataram , Indonesia ,

(5) University of Muhammadiyah Mataram , Indonesia

5135-5174
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DOI : 10.63158/journalisi.v8i4.1693

Abstract View : 92

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

Ali Nur Ikhsan ⁽¹⁾ , Adam Prayogo Kuncoro ⁽²⁾ , Debby Ummul Hidayah ⁽³⁾ , Fajar Ramadhan ⁽⁴⁾

(1) Universitas Amikom Purwokerto , Indonesia ,

(2) Universitas Amikom Purwokerto , Indonesia ,

(3) Universitas Amikom Purwokerto , Indonesia ,

(4) Universitas Amikom Purwokerto , Indonesia

5175-5205
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DOI : 10.63158/journalisi.v8i4.1788

Abstract View : 140

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

Muhammad Dzulfiqar ⁽¹⁾ , Adzanil Rachmadhi Putra ⁽²⁾ , Rosyid Abdillah ⁽³⁾

(1) Telkom University , Indonesia ,

(2) Telkom University , Indonesia ,

(3) Telkom University , Indonesia

5206-5240
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DOI : 10.63158/journalisi.v8i4.1821

Abstract View : 190

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

Johnson Nuviadenu ⁽¹⁾ , Themba Masombuka ⁽²⁾ , Ernest Mnkandla ⁽³⁾ , Malusi Sibiya ⁽⁴⁾

(1) University of South Africa , South Africa ,

(2) University of South Africa , South Africa ,

(3) University of South Africa , South Africa ,

(4) University of South Africa , South Africa

5241-5290
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DOI : 10.63158/journalisi.v8i4.1839

Abstract View : 157

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

Ratih Titi Komala Sari ⁽¹⁾ , Widowati ⁽²⁾ , Adi Wibowo ⁽³⁾

(1) Diponegoro University , Indonesia ,

(2) Diponegoro University , Indonesia ,

(3) Diponegoro University , Indonesia

5291-5325
DOI : 10.63158/journalisi.v8i4.1811

Abstract View : 116

Download PDF downloads: 29
An Integrated XGBoost-SHAP Framework for XAI-based Analysis of Agroclimatic, Agronomic, and Operational Labor Proxy Affecting Block-Level Oil Palm Productivity

Hafis Ramadhan ⁽¹⁾ , Ahmad Jazuli ⁽²⁾ , Esti Wijayanti ⁽³⁾

(1) Muria Kudus University , Indonesia ,

(2) Muria Kudus University , Indonesia ,

(3) Muria Kudus University , Indonesia

5326-5360
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DOI : 10.63158/journalisi.v8i4.1770

Abstract View : 181

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

Harmonvikler Dumoharis Lumban Raja ⁽¹⁾ , Noryusliza Bin Abdullah ⁽²⁾ , Deden Witarsyah ⁽³⁾ , Rexon Nainggolan ⁽⁴⁾

(1) Universitas Advent Surya Nusantara , Indonesia ,

(2) Tun Hussein Onn University of Malaysia , Malaysia ,

(3) Tun Hussein Onn University of Malaysia , Malaysia ,

(4) Universitas Advent Surya Nusantara , Indonesia

5361-5392
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DOI : 10.63158/journalisi.v8i4.1690

Abstract View : 105

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

Aulia Nurhaliza ⁽¹⁾ , Supriyono ⁽²⁾ , Diana Laily Fithri ⁽³⁾

(1) Muria Kudus University , Indonesia ,

(2) Muria Kudus University , Indonesia ,

(3) Muria Kudus University , Indonesia

5393-5417
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DOI : 10.63158/journalisi.v8i4.1874

Abstract View : 116

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Cross-Cohort Early Prediction of Cluster-Derived GPA Trajectories Using First-Year Academic Data and Machine Learning

Achmad Ridwan ⁽¹⁾ , Tole Sutikno ⁽²⁾ , Imam Riadi ⁽³⁾

(1) Universitas Ahmad Dahlan , Indonesia ,

(2) Universitas Muhammadiyah Kudus , Indonesia ,

(3) Universitas Ahmad Dahlan , Indonesia ,

(4) Universitas Ahmad Dahlan , Indonesia

5418-5441
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DOI : 10.63158/journalisi.v8i4.1871

Abstract View : 71

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