Vol. 10 No. 2 (2025)

All articles in this issue (20 original research articles) were authored/co-authored by 7 (seven) countries (Indonesia, Malaysia, Libya, Tunisia, India, United Arab Emirates, Uzbekistan).

DOI: https://doi.org/10.15575/join.v10i2

Published: 2025-08-17

Article

4 Levels of IoT Architecture for Smart Irrigation Rice Fields

R Hafid Hardyanto, Informatics, Faculty of Science and Technology, Universitas PGRI Yogyakarta, Indonesia

Prahenusa Wahyu Ciptadi, Informatics, Faculty of Science and Technology, Universitas PGRI Yogyakarta, Indonesia

Endri Setiawan, Informatics, Faculty of Science and Technology, Universitas PGRI Yogyakarta, Indonesia

239-247
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DOI : 10.15575/join.v10i2.1252 Abstract View : 589 PDF downloads: 605
Performance Evaluation of NAS Parallel and High-Performance Conjugate Gradient Benchmarks in Mahameru

Taufiq Wirahman, Research Center for Computing, National Research and Innovation Agency, Bogor, Indonesia

Arnida L Latifah, Research Center for Computing, National Research and Innovation Agency, Bogor and Informatics Study Program, School of Computing, Telkom University, Bandung, Indonesia

Furqon Hensan Muttaqien, Research Center for Computing, National Research and Innovation Agency, Bogor and Information System Study Program, School of Applied Sciences, Telkom University, Bandung, Indonesia

I Wayan Aditya Swardiana, Research Center for Computing, National Research and Innovation Agency, Bogor, Indonesia

Andria Arisal, Research Center for Data and Information Sciences, National Research and Innovation Agency, Bandung, Indonesia

Syam Budi Iryanto, Research Center for Computing, National Research and Innovation Agency, Bogor, Indonesia

Rifki Sadikin, Research Center for Computing, National Research and Innovation Agency, Bogor, Indonesia

248-259
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DOI : 10.15575/join.v10i2.1557 Abstract View : 1908 PDF downloads: 322
Comparative Analysis of IndoBERT and LSTM for Multi-Label Text Classification of Indonesian Motivation Letter

Yosep Setiawan, Department of Computer Science, Binus University Jakarta, Indonesia

Lili Ayu Wulandhari, Department of Computer Science, Binus University Jakarta, Indonesia

260-269
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DOI : 10.15575/join.v10i2.1499 Abstract View : 1930 PDF downloads: 504
Optimizing Machine Learning Models for Graduation on Time Prediction: A Comparative Study with Resampling and Hyperparameter Tuning

Rizal Bakri, Department of Digital Business, Makassar State University, Indonesia

Syamsu Alam, Department of Digital Business, Makassar State University, Indonesia

Niken Probondani Astuti, Statistics Research Group, STIEM Bongaya, Makassar, Indonesia

Muhammad Ilham Bakhtiar, Department of Guidance and Counseling Education, Makassar State University, Indonesia

270-285
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DOI : 10.15575/join.v10i2.1590 Abstract View : 4428 PDF downloads: 293
Land Cover Classification in Mountainous Regions Using Multi-Scale Fusion and Convolutional Neural Networks: A Case Study on Mount Slamet

Yulis Rijal Fauzan, Master of Informatics, Faculty of Science and Technology, UIN Sunan Kalijaga, Yogyakarta, Indonesia

Shofwatul 'Uyun, Master of Informatics, Faculty of Science and Technology, UIN Sunan Kalijaga, Yogyakarta, Indonesia

286-298
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DOI : 10.15575/join.v10i2.1612 Abstract View : 1237 PDF downloads: 212
Performance Evaluation of Vehicular Ad Hoc Networks Considering Malicious Node Impact on Quality of Services Metrics

Naufal Faiz Alfarizi, Department of Informatics, UIN Sunan Kalijaga Yogyakarta, Indonesia

Muhammad Taufiq Nuruzzaman, Department of Informatics, UIN Sunan Kalijaga Yogyakarta, Indonesia

Shofwatul Uyun, Department of Informatics, UIN Sunan Kalijaga Yogyakarta, Indonesia

Bambang Sugiantoro, Department of Informatics, UIN Sunan Kalijaga Yogyakarta, Indonesia

Mohd. Fikri Azli bin Abdullah, Faculty of Information Science and Technology, Multimedia University (MMU), Malaka, Malaysia

299-307
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DOI : 10.15575/join.v10i2.1568 Abstract View : 300 PDF downloads: 136
A Comparison Analysis Between ResNET50 and XCeption for Handwritten Hangeul Character using Transfer Learning

Dede Kurniadi, Department of Computer Science, Institut Teknologi Garut, Indonesia

https://orcid.org/0000-0002-1455-2821

Nabila Putri Nurhaliza, Department of Computer Science, Institut Teknologi Garut, Indonesia

Benedicto B. Balilo Jr, CS/IT Department, College of Science, Bicol University, Philippines

Hilmi Aulawi, Department of Industrial Engineering, Institut Teknologi Garut, Indonesia

Asri Mulyani, Department of Computer Science, Institut Teknologi Garut, Indonesia

https://orcid.org/0000-0001-8496-7726

308-322
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DOI : 10.15575/join.v10i2.1606 Abstract View : 974 PDF downloads: 332
Forensic Analysis of Web Scraping Documents on Carding Forums and Shops using Latent Dirichlet Allocation Profiling Forensic and NLP Approaches for Cybercrime Investigation

Fikri Irfan Adristi, Master Program in Informatics, Universitas Islam Indonesia, Indonesia

https://orcid.org/0009-0001-7343-2723

Yudi Prayudi, Master Program in Informatics, Universitas Islam Indonesia, Indonesia

https://orcid.org/0000-0002-2526-8009

323-339
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DOI : 10.15575/join.v10i2.1603 Abstract View : 3233 PDF downloads: 359
Developing an AI-Enhanced Enterprise Architecture Model for Strategic Decision-Making in Malaysia’s Railway Industry

Mailasan Jayakrishnan, Department of Software Engineering, Faculty of Information and Communication Technology, Universiti Teknikal Malaysia Melaka, Melaka, Malaysia

https://orcid.org/0000-0002-7807-1621

Nor Fatiha Subri, Department of Information Systems, Faculty of Information and Communication Technology, Universiti Tunku Abdul Rahman, Kampar, Perak, Malaysia

Lyana Izzati Mohd Asri, Department of Information Systems, Faculty of Information and Communication Technology, Universiti Tunku Abdul Rahman, Kampar, Perak, Malaysia

340-351
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DOI : 10.15575/join.v10i2.1170 Abstract View : 328 PDF downloads: 95
Cyberbullying Detection in the Libyan Dialect Using Convolutional Neural Networks

Sara M. Elgoud, Department of Computer Science, College of Information Technology, Al-Asmaria Islamic University, Libya

https://orcid.org/0009-0002-9920-0629

Mustafa Ali Abuzaraida, Department of Computer Science, Faculty of Information Technology, Misurata University, Libya

https://orcid.org/0000-0002-9327-8639

Zainab S. Attarbashi, Faculty of Information and Communication Technology, International Islamic University Malaysia, Selangor, Malaysia

https://orcid.org/0000-0002-1452-8098

Mohamed Ali Saip, School of Computing, Universiti Utara Malaysia, Sintok, Kedah, Malaysia

https://orcid.org/0000-0002-9777-172X

352-361
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DOI : 10.15575/join.v10i2.1631 Abstract View : 238 PDF downloads: 106
A Trust-Based Reputation System for Security in the Internet of Vehicles (IoV)

Dhibi Nozha, University of Sfax, NTS’com, Sfax, Tunisia

Amel Meddeb Makhlouf, University of Sfax, NTS’com, Sfax, Tunisia

Faouzi Zerai, University of Sfax, NTS’com, Sfax, Tunisia

362-371
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DOI : 10.15575/join.v10i2.1632 Abstract View : 189 PDF downloads: 98
A Data Science Approach to Exploring the Relationship Between TikTok Engagement and Revenue in Malaysia: A Case Study of the Beauty and Personal Care Sector

Muhammad Akmal Hakim Ahmad Asmawi, College of Computing, Informatics, and Mathematics, Universiti Teknologi MARA, Perak Branch, Tapah Campus, Malaysia

https://orcid.org/0009-0003-8367-6398

Pradeep Isawasan, College of Computing, Informatics and Mathematics, Universiti Teknologi MARA, Perak Branch, Malaysia

https://orcid.org/0000-0002-4208-9547

Savita K.S. , Department of Computing, Positive Computing Center, Universiti Teknologi PETRONAS, Malaysia

https://orcid.org/0000-0002-6592-0890

Lalitha Shamugam, Department of Business Analytics, Sunway Business School, Sunway University, Malaysia

https://orcid.org/0000-0001-7833-6709

Khairulliza Ahmad Salleh, College of Computing, Informatics, and Mathematics, Universiti Teknologi MARA, Perak Branch, Tapah Campus, Malaysia

https://orcid.org/0000-0002-7362-2981

372-383
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DOI : 10.15575/join.v10i2.1633 Abstract View : 400 PDF downloads: 148
Modified Hash to Obtain Random Subset-Tree (MHORST) Using Merkle Tree and Mersenne Twister

Faidhil Nugrah Ramadhan Ahmad, Graduate School of Informatics, School of Computing, Telkom University, Indonesia

Ari Moesriami Barmawi, Graduate School of Forensic Science and Cyber Security, School of Computing, Indonesia

384-394
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DOI : 10.15575/join.v10i2.1471 Abstract View : 249 PDF downloads: 67
Hybrid Squeeze-and-Excitation Convolutional Neural Network with Elastic Weight Consolidation for Longitudinal Learning in High-Accuracy Waste Classification

Raj Gaurang Tiwari, Post Doctoral Research Fellow, School of Engineering Architecture Interior Design, Amity University Dubai, United Arab Emirates and Chitkara University Institute of Engineering and Technology, Chitkara University, Punjab, India

Vinod Kumar Shukla, School of Engineering Architecture Interior Design, Amity University Dubai, United Arab Emirates

395-406
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DOI : 10.15575/join.v10i2.1628 Abstract View : 294 PDF downloads: 94
Enhanced Agricultural Decision-Making: Machine Learning Approaches for Crop Prediction and Analysis in India

Sandeep Gupta, Kuala Lumpur University of Science & Technology, Unipark Suria, Jalan Ikram-Uniten, Kajang, Selangor, Kuala Lumpur and Department of Computer Science & Engineering, SSCSE,Sharda University, Plot no. 32, 34 KP –III, Greater Noida 201301(U.P.), India

Abu Bakar Abdul Hamid, Kuala Lumpur University of Science & Technology, Unipark Suria, Jalan Ikram-Uniten, Kajang, Selangor, Kuala Lumpur, Malaysia

Tadiwa Elisha Nyamasvisva, Faculty of Engineering Science and Technology, Kuala Lumpur University of Science & Technology, Unipark Suria, Jalan Ikram-Uniten, Kajang, Selangor, Kuala Lumpur, Malaysia

Nitin Tyagi, Department of CSE and Allied Branches, Accurate Institute of Management and Technology, Greater Noida, U. P.-201306, India

Vishal Jain, Kuala Lumpur University of Science & Technology, Unipark Suria, Jalan Ikram-Uniten, Kajang, Selangor, Kuala Lumpur and Department of Computer Science & Engineering, School of Engineering & Technology, Vivekananda Institute of Professional Studies-Technical Campus, New Delhi, India

Ng Khai Mun, Kuala Lumpur University of Science & Technology, Unipark Suria, Jalan Ikram-Uniten, Kajang, Selangor, Kuala Lumpur, Malaysia

Danish Ather, Amity University, Tashkent City, Street Labzak, Building-70, 100028, Uzbekistan

407-417
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DOI : 10.15575/join.v10i2.1610 Abstract View : 285 PDF downloads: 78
Blockchain-Enabled Secure Healthcare Data Management with Modified Gazelle Optimization and DLT-Trained RNN-BILSTM Approach

Rolly Saxena, Department of Computer Applications, Medi-Caps University, Indore, Madhya Pradesh, India

Srinivasa Rao D, Department of Computer Science and Engineering, Medi-Caps University, Indore, Madhya Pradesh, India

418-431
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DOI : 10.15575/join.v10i2.1638 Abstract View : 364 PDF downloads: 76
Plant Disease Detection Using Digital Image Processing: Opportunities and Challenges

Leni Fitriani, Department of Computer Science, Institut Teknologi Garut, Indonesia

https://orcid.org/0000-0002-9035-5862

Dini Destiani Siti Fatimah, Department of Computer Science, Institut Teknologi Garut, Indonesia

Dewi Tresnawati, Department of Computer Science, Institut Teknologi Garut, Indonesia

432-441
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DOI : 10.15575/join.v10i2.1330 Abstract View : 479 PDF downloads: 131
Random Forest-Based Classification of Greywater Filtration Media for Intelligent Biofiltration Systems

Harun Sujadi, Department of Informatics, Universitas Majalengka, Indonesia

https://orcid.org/0000-0002-4731-976X

Dipa Subandi, Department of Informatics, Universitas Majalengka, Indonesia

https://orcid.org/0009-0003-5051-2274

Nunu Nurdiana, Department of Informatics, Universitas Majalengka, Indonesia

442-452
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DOI : 10.15575/join.v10i2.1623 Abstract View : 311 PDF downloads: 88
The Application of AI Technology in Vocational High School Curriculum Design Based on Individual Student Skills in Facing the Challenges of the 21st Century Industry

Liza Efriyanti, Department of Informatics and Computer Engineering Education, UIN Sjech M. Djamil Djambek Bukittinggi, Indonesia

Firdaus Annas, Department of Informatics and Computer Engineering Education, UIN Sjech M. Djamil Djambek Bukittinggi, Indonesia

453-464
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DOI : 10.15575/join.v10i2.1516 Abstract View : 345 PDF downloads: 82
K-Means-Based Pseudo-Labeling Technique in Supervised Learning Models for Regional Classification Based on Types of Non-Communicable Diseases

Herison Surbakti, Information Technology, Faculty of Science and Technology, Universitas Respati Yogyakarta, Indonesia

Tb Ai Munandar, Informatics, Faculty of Computer Science, Universitas Bhayangkara Jakarta Raya, Indonesia

465-473
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DOI : 10.15575/join.v10i2.1609 Abstract View : 294 PDF downloads: 61

Vol. 10 No. 2 (2025)

Article

4 Levels of IoT Architecture for Smart Irrigation Rice Fields

Performance Evaluation of NAS Parallel and High-Performance Conjugate Gradient Benchmarks in Mahameru

Comparative Analysis of IndoBERT and LSTM for Multi-Label Text Classification of Indonesian Motivation Letter

Optimizing Machine Learning Models for Graduation on Time Prediction: A Comparative Study with Resampling and Hyperparameter Tuning

Land Cover Classification in Mountainous Regions Using Multi-Scale Fusion and Convolutional Neural Networks: A Case Study on Mount Slamet

Performance Evaluation of Vehicular Ad Hoc Networks Considering Malicious Node Impact on Quality of Services Metrics

A Comparison Analysis Between ResNET50 and XCeption for Handwritten Hangeul Character using Transfer Learning

Forensic Analysis of Web Scraping Documents on Carding Forums and Shops using Latent Dirichlet Allocation Profiling Forensic and NLP Approaches for Cybercrime Investigation

Developing an AI-Enhanced Enterprise Architecture Model for Strategic Decision-Making in Malaysia’s Railway Industry

Cyberbullying Detection in the Libyan Dialect Using Convolutional Neural Networks

A Trust-Based Reputation System for Security in the Internet of Vehicles (IoV)

A Data Science Approach to Exploring the Relationship Between TikTok Engagement and Revenue in Malaysia: A Case Study of the Beauty and Personal Care Sector

Modified Hash to Obtain Random Subset-Tree (MHORST) Using Merkle Tree and Mersenne Twister

Hybrid Squeeze-and-Excitation Convolutional Neural Network with Elastic Weight Consolidation for Longitudinal Learning in High-Accuracy Waste Classification

Enhanced Agricultural Decision-Making: Machine Learning Approaches for Crop Prediction and Analysis in India

Blockchain-Enabled Secure Healthcare Data Management with Modified Gazelle Optimization and DLT-Trained RNN-BILSTM Approach

Plant Disease Detection Using Digital Image Processing: Opportunities and Challenges

Random Forest-Based Classification of Greywater Filtration Media for Intelligent Biofiltration Systems

The Application of AI Technology in Vocational High School Curriculum Design Based on Individual Student Skills in Facing the Challenges of the 21st Century Industry

K-Means-Based Pseudo-Labeling Technique in Supervised Learning Models for Regional Classification Based on Types of Non-Communicable Diseases

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