Journal of Informatics and Web Engineering (JIWE) is an online peer-reviewed research journal aiming to promote original high quality experimental and/or theoretical research in all disciplines of information technology, computing, information system and web engineering. It publishes three times a year (in the months of February, June and October) in electronic form.  JIWE is a computing journal initiated by Faculty of Computing & Informatics and Faculty of Information Science Technology (FIST), Multimedia University under MMU Press.

eISSN:  2821-370X | Publisher: MMU Press | Access: Open | Frequency: Triannual (Feb, June & October) effective from 2024 |  Website:

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Congratulations to all winners of 2nd International Article Writing Competition 2024


Dear Authors,  

     We are delighted to announce the winner list (  The MMU Press team will contact you soon regarding the awards and certificates. In addition, we will also provide the 'Certificate of Participation' to all participants who took part in the competition.

Looking forward to receiving your entry in our 3rd International Article Writing Competition 2025! 




Announcing SITWE2024 (JIWE's 1st international symposium)


Dear Authors,

JIWE invites you to submit your manuscript to our upcoming symposium, SITWE2024: Alternatively, you may visit the journal website:


SITWE 2024 aims to bring together leading academic scientists, researchers and research scholars to exchange and share their experiences and research results on all aspects of Information Technology and Web Technology. It also provides a premier interdisciplinary platform for researchers, practitioners and educators to present and discuss the most recent innovations, trends, and concerns for the ICT domain.


Call for Papers - October 2024 issue with Thematic Section (Pervasive Computing)


Dear Authors,

   We are honoured to have Dr. Ji-Jian Chin as the thematic editor, featured in our October 2024 issue.  He will be highlighting the theme of Pervasive computing.  

"Pervasive computing integrates seamlessly into everyday life, transforming our world with smart, interconnected technology."

“Contributions on pervasive computing that benefit society are welcomed”, said Dr. Ji-Jian Chin.


Best Regards,



Vol. 3 No. 2 (2024): June 2024

Published: 2024-06-13

Editorial Preview

Su-Cheng Haw


Facial Skin Analysis in Malaysians using YOLOv5: A Deep Learning Perspective

Ying Huey Gan, Shih Yin Ooi, Ying Han Pang, Yi Hong Tay, Quan Fong Yeo

1 - 18

Classroom Environment Analysis Via Internet of Things

Kai-Yuan Tan, Kok-Why Ng, Kanesaraj Ramasamy

19 - 36

Knowledge-based Word Tokenization System for Urdu

Asif Khan, Khairullah Khan, Wahab Khan, Sadiq Nawaz Khan, Rafiul Haq

86 - 97

A Bilingual Immersive Environment for Kids Learning

Tufail Ahmad, Arifa Bibi, Umar Farooq, Ihsan Rabbi

105 - 115

Ensemble Learning-Powered URL Phishing Detection: A Performance Driven Approach

Shougfta Mushtaq, Tabassum Javed, Mazliham Mohd Su’ud

134 - 145

Performance Evaluation of YOLO Models in Plant Disease Detection

Usman Ali, Maizatul Akmar Ismail, Riyaz Ahamed Ariyaluran Habeeb, Syed Roshaan Ali Shah

199 - 211

Wix for Web Development and the Application of the Waterfall Model and Project Based Learning for Project Completion: A Case Study

Mawar Madiah, Ng Kai Xuen , Tan Yew Wen , Tan Zhi Heng , Chong Zhi Tian, Chan Jia Xuan

212 - 228

Ensemble-SMOTE: Mitigating Class Imbalance in Graduate on Time Detection

Theng-Jia Law, Choo-Yee Ting, Hu Ng, Hui-Ngo Goh, Albert Quek

229 - 250

Empirical Analysis of CI/CD Tools Usage in GitHub Actions Workflows

Adam Rafif Faqih, Alif Taufiqurrahman, Jati H. Husen, Mira Kania Sabariah

251 - 261

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