Home > Archives > Vol 8, No 3-2 (2024)

Table of Contents

Regular

A Novel Information Hiding Approach using Selective Quantization Technique in Video Coding   DOI : 10.62527/joiv.8.3-2.3029 Joan Hau, Yiqi Tew, Li Peng Tan

PDF 1496-1505

Enhancing Weather Prediction Models through the Application of Random Forest Method and Chi-Square Feature Selection   DOI : 10.62527/joiv.8.3.2356 Helena Nurramdhani Irmanda, Ermatita Ermatita, Mohd Khalid bin Awang, Muhammad Adrezo

PDF 1506-1514

Traffic Violation Detection Using Computer Vision Techniques   DOI : 10.62527/joiv.8.3-2.2941 Chin Sin Ong, Tee Connie, Michael Kah Ong Goh

PDF 1515-1527

Classification of Defect Photovoltaic Panel Images Using Matrox Imaging Library for Machine Vision Application   DOI : 10.62527/joiv.8.3-2.2182 Nur Syahiera Othman, Suzaimah Ramli, Nur Diyana Kamarudin, Ahmad Umaer Mohamad, Ang Teoh Ong

PDF 1528-1535

Skin Lesion Classification: A Deep Learning Approach with Local Interpretable Model-Agnostic Explanations (LIME) for Explainable Artificial Intelligence (XAI)   DOI : 10.62527/joiv.8.3-2.3022 Sin Yi Hong, Lih Poh Lin

PDF 1536-1544

Attributes Classification for Elaborating the Information of Digital and Imaging Mapping   DOI : 10.62527/joiv.8.3-2.2353 Riki Mukhaiyar, Utriweni Mukhaiyar

PDF 1545-1551

Comparative Analysis of the Implementation of Technology Trends, Pedagogy Trends and Education Trends of Science and Non-Science Program Students in Sulawesi   DOI : 10.62527/joiv.8.3-2.3213 Andi Patmasari, Dewi Satria Ahmar, Afrillia Anggreni, Muhammad Fath Azzajjad, Purnama Ningsih, Ansari Saleh Ahmar

PDF 1552-1559

Switching On/Off Air Conditioner and Fan Alternately based on IoT Motion Detection and Room Temperature   DOI : 10.62527/joiv.8.3-2.2721 Nurul Hidayah Abdul Shukora, Zaid Mujaiyid Putra Ahmad Baidowi, Mohd Rizal Mohd Isa, Mohamad Yusof Darus, Muhammad Abdullah

PDF 1560-1566

A Comparative Study of Image Retrieval Algorithm in Medical Imaging   DOI : 10.62527/joiv.8.3-2.3447 Yang Muhammad Putra Abdullah, Suraya Abu Bakar, Wan Nural Jawahir Hj Wan Yussof, Raseeda Hamzah, Rahayu A Hamid, Deni Satria

PDF 1567-1572

Segmentation of Plain CT Image of Ischemic Lesion based on Trans-Swin-UNet   DOI : 10.62527/joiv.8.3-2.3028 Zhiqiang Luo, Tek Yong Lim, Xia Hua

PDF 1573-1581

Batik Image Representation using Multi Texton Co-occurrence Histogram   DOI : 10.62527/joiv.8.3-2.3095 Agus Eko Minarno, Indah Soesanti, Hanung Adi Nugroho

PDF 1582-1589

A Comprehensive Review on Cancer Detection and Classification using Medical Images by Machine Learning and Deep Learning Models   DOI : 10.62527/joiv.8.3-2.3061 Jayapradha J, Haw Su-Cheng, Palanichamy Naveen, Elham Abdulwahab Anaam

PDF 1590-1598

The Effects of Imbalanced Datasets on Machine Learning Algorithms in Predicting Student Performance   DOI : 10.62527/joiv.8.3-2.2449 Khaled Mahmud Sujon, Rohayanti Hassan, Alif Ridzuan Khairudin, Sim Hiew Moi, Muhammad Luqman Mohd Shafie, Zainuri Saringat, Aldo Erianda

PDF 1599-1605

Development of extraction features for Detecting Adolescent Personality with Machine Learning Algorithms   DOI : 10.62527/joiv.8.3-2.3091 Irzal Arief Wisky, Sarjon Defit, Gunadi Widi Nurcahyo

PDF 1606-1613

ChatGPT in Science Education: A Visualization Analysis of Trends and Future Directions   DOI : 10.62527/joiv.8.3-2.2987 - Festiyed, Yul Ifda Tanjung, Muhammad Aizri Fadillah

PDF 1614-1624

Rule-Based Chatbot for Early Self-Depression Indication: A Promising Approach   DOI : 10.62527/joiv.8.3-2.1628 Wan Nurhayati Wan Ab.Rahman, Nurul Munirah Abdul Hamid

PDF 1625-1634

An Automated Fingerprint Image Detection and Localization Approach-based Unsupervised Learning Algorithms using Low-quality Biometrics Plam Data   DOI : 10.62527/joiv.8.3-2.1665 Abdulrasool Jadaan Abed, Dhahir Abdulhadi Abdullah

PDF 1635-1642

Optimizing Genetic Algorithm by Implementation of An Enhanced Selection Operator   DOI : 10.62527/joiv.8.3-2.3449 Mohammed BinJubier, Mohd Arfian Ismail, Muhaini Othman, Shahreen Kasim, Hidra Amnur

PDF 1643-1650

A Review on Classifying and Prioritizing User Review-Based Software Requirements   DOI : 10.62527/joiv.8.3-2.3450 Amran Salleh, Mar Yah Said, Mohd Hafeez Osman, Sa’adah Hassan

PDF 1651-1661

PRiSm: Policy Recommendation Systems in Cadastral Survey Using National Public Opinion Big Data   DOI : 10.62527/joiv.8.3-2.3023 Kihoon Lee, Yohan Chang

PDF 1662-1670

Uncovering the Most Effective Pedagogical Techniques for Math Education Using Machine Learning   DOI : 10.62527/joiv.8.3-2.3123 Said Selim Elnaffar, Mohamed Fawey

PDF 1671-1677

Comparative Analysis of Machine Learning Algorithms for Cross-Site Scripting (XSS) Attack Detection   DOI : 10.62527/joiv.8.3-2.3451 Khairatun Hisan Hamzah, Mohd Zamri Osman, Tumusiime Anthony, Mohd Arfian Ismail, Zubaile Abdullah, Alde Alanda

PDF 1678-1685

Energy-Efficient Rainfall Prediction Using Support Vector Machine on Edge Ai Platforms   DOI : 10.62527/joiv.8.3-2.3158 Willy Permana Putra, Robi Robiyanto, Alifia Puspaningrum, Ahmad Rifai, Renol Burjulius, A Sumarudin

PDF 1686-1692

Deep Learning Approach EEG Signal Classification   DOI : 10.62527/joiv.8.3-2.2959 Kai Liang Lew, Kok Swee Sim, Zehong Ting

PDF 1693-1702

Deep Metric Learning with Augmented Latent Fusion and Response-Based Knowledge Distillation on Edge Device for Paddy Pests and Disease Identification   DOI : 10.62527/joiv.8.3-2.3104 Hendri Darmawan, Mike Yuliana, Mochammad Zen Samsono Hadi, Arun Kumar Sangaiah

PDF 1703-1712

Enhanced Adverse Drug Event Extraction Using Prefix-Based Multi-Prompt Tuning in Transformer Models   DOI : 10.62527/joiv.8.3-2.3454 Salisu Modi, Khairul Azhar Kasmiran, Nurfadhlina Mohd Sharef, Mohd Yunus Sharum

PDF 1713-1719

Virtual Reality in Algorithm Programming Course: Practicality and Implications for College Students   DOI : 10.62527/joiv.8.3-2.3113 Ika Parma Dewi, - Ambiyar, Lativa Mursyida, Hansi Effendi, Muhammad Giatman, - Efrizon, Hafizul Fahri Hanafi, Siti Khadijah Ali

PDF 1720-1727

Preliminary Development of Vircadia Virtual Reality Platform for Monitoring Water Quality Powered by Solar Panels   DOI : 10.62527/joiv.8.3-2.3188 Hestiasari Rante, Zacky Maulana Achmad, Norhaida Mohd Suaib, Sonki Prasetya, Tiyo Avianto, Adhi Indra Hermanu, Fitratama Alfarezi, Ray Yusra Wijaya

PDF 1728-1734

Exploring the Industrial Metaverse: Empowering Meta-Operators with Industry 5.0 Principles and XR Technologies   DOI : 10.62527/joiv.8.3-2.1534 Ali Noori Kareem, M.A. Chyad, Zahraa Dawood Salman Al-Gburib, Husam Hamid Ibrahim, Hussien Kadhim Sharaf

PDF 1735-1742

Exploring Current Methods and Trends in Text Summarization: A Systematic Mapping Study   DOI : 10.62527/joiv.8.3-2.1654 Muhammad Faris Faisal Ahmad Raddi, Rohayanti Hassan, Noor Hidayah Zakaria, Mohd Zanes Sahid, Nurul Aswa Omar, Ardian Firosha

PDF 1743-1748

MobileNet Backbone Based Approach for Quality Classification of Straw Mushrooms (Volvariella volvacea) Using Convolutional Neural Networks (CNN)   DOI : 10.62527/joiv.8.3-2.2998 Bayu Priyatna, Titik Khawa Abdul Rahman, April Lia Hananto, Agustia Hananto, Aviv Yuniar Rahman

PDF 1749-1754

The Rewardable Persuasive Model: A Mobile Exergame Conceptual Design Model that Facilitates Youths to Exercise through Mobile Gaming   DOI : 10.62527/joiv.8.3-2.3461 Hasdina Lynn Hashim, Azrina Kamaruddin, Azrul Hazri Jantan, Puteri Suhaiza Sulaiman

PDF 1755-1761

Integrating Spatial Computing with Clinical Pathology for Enhanced Diagnosis and Treatment Informatics in Healthcare   DOI : 10.62527/joiv.8.3-2.2951 Chinwe Miracle Chituru, Sin-Ban Ho, Ian Chai

PDF 1762-1771

Enhancing Early Detection of Melanoma: A Deep Learning Approach for Skin Cancer Prediction   DOI : 10.62527/joiv.8.3-2.3081 Md Sadi al Huda, Md. Asraf Ali, Ajran Hossain, Fatama Tuz Johora, Tze Hui Liew, Ridwan Jamal Sadib, Md. Jakir Hossen, Nasim Ahmed

PDF 1772-1778

Applying Deep Learning Models to Breast Ultrasound Images for Automating Breast Cancer Diagnosis   DOI : 10.62527/joiv.8.3-2.1912 Shihab Hamad Khaleefah, Eva Cabrini Lojungin, Salama A. Mostafa, Zirawani Baharum, Mohammed Hasan Aldulaimi, Taher M. Ghazal, Salam Omar Alo, Rahmat Hidayat

PDF 1779-1783

Development of a Catch-Throwing Skill Analyzer Based on Sensors   DOI : 10.62527/joiv.8.3-2.2939 Anton Komaini, Yanuar Kiram, Pakhrur Razi, Jaffri Bin Zakaria, Sri Gusti Handayani, Heru Andika

PDF 1784-1790

Determinants Generating General Purpose Technologies in Economic Systems: A New Method of Analysis and Economic Implications   DOI : 10.62527/joiv.8.3-2.2657 Bilal Kargı, Mario Coccia, Bekir Cihan Uçkaç, - Rasyidah

PDF 1791-1801

Analyzing Rupiah-USD Exchange Rate Dynamics: A Study with ARCH and GARCH Models   DOI : 10.62527/joiv.8.3-2.3251 Ansari Saleh Ahmar, Salim Al Idrus, - Asmar

PDF 1802-1809

Solution for Public Smart Dispenser Using Digital Payment Based on the Fingerprint Minutiae Algorithm   DOI : 10.62527/joiv.8.3-2.3309 Jumadi Mabe Parenreng, Nur Fadiah, Irmawati Irmawati, Syahrul Syahrul, Abdul Wahid, M.Syahid Nur Wahid

PDF 1810-1818

Systematic Literature Review: An Early Detection for Schizophrenia Classification Using Machine Learning Algorithms   DOI : 10.62527/joiv.8.3-2.2446 Ainin Sofiya Azizi, Marnisha Mustafa Kamal, Nurzarifah Azizan, Rohaizaazira Mohd Zawawi, Noor Hidayah Zakaria, Mohamad Aizi Salamat, - Yulherniwati

PDF 1819-1826

Comprehensive Review of Security Requirements for Mitigating Threats and Attacks on IoT Assets   DOI : 10.62527/joiv.8.3-2.3084 Aftab Alam Janisar, Khairul Shafee bin Kalid, Aliza Bt Sarlan, M. Aqeel Iqbal, Muhammad Amir Khan

PDF 1827-1833

A Framework of Forensic Analysis and Visualization: Using WhatsApp Chat Data as a Case Study   DOI : 10.62527/joiv.8.3-2.2868 Shahnaz Pirzada, Nurul Hidayah Ab Rahman, Niken Dwi Wahyu Cahyani, Muhammad Fakri Othman

PDF 1834-1848

Problem-Frame-Oriented Requirements Traceability to Enhance Requirements Management   DOI : 10.62527/joiv.8.3-2.3476 Xiao ShengWen, Sa'adah Hassan, Noraini Che Pa

PDF 1849-1860

Predicting and Explaining Customer Response to Upselling in Telecommunications: A Malaysian Case Study   DOI : 10.62527/joiv.8.3-2.2823 Railey Shahril Abdullah, Nur Shaheera Shastera Nulizairos, Nor Hapiza Mohd Ariffin, Deden Witarsyah, Ruhaila Maskat

PDF 1861-1868

Optimizing Linked List-based Smart Contract on Ethereum with IPFS for E-book Management System   DOI : 10.62527/joiv.8.3-2.3481 Maznun Arifa Mohammadan Makhtar, Novia Admodisastro, Mohd Anuar Mat Isa, Daniel Hafiz Abdullah, Khaironi Yatim Sharif

PDF 1869-1875

Implication of ICWFPSO as Optimization Neural Network Algorithm on Sales Forecasting System   DOI : 10.62527/joiv.8.3-2.3134 Made Hanindia Prami Swari, Agung Mustika Rizki, I Kadek Susila Satwika, I Putu Susila Handika

PDF 1876-1882

Exploring Key Factors Influencing Blockchain Adoption in E-Government: Pilot Study   DOI : 10.62527/joiv.8.3-2.878 Raed Falih, Salfarina Abdullah, Yusmadi Y Jusoh, Rusli Abdullah, Noraini C PA, Dheyaa J Kadhim, Iyad Altawaiha

PDF 1883-1891

Clustering Analysis of Food Security, Waste and Loss: Malaysia Agricultural Insights   DOI : 10.62527/joiv.8.3-2.3152 Enoch Chen Sheng Hii, Siew Mooi Lim, Seng Xian Loo, Sheng Kit Yeap, Ching Yee Tan

PDF 1892-1904

Automated UML Class Diagram Generation from Textual Requirements Using NLP Techniques   DOI : 10.62527/joiv.8.3-2.3482 Yang Meng, Ainita Ban

PDF 1905-1915

Handwritten Hiragana Letter Detection Using CNN   DOI : 10.62527/joiv.8.3-2.3035 Arya Fernandi, Sofia Sa'idah, Rita Magdalena

PDF 1916-1922

Factors Influencing Information Quality of Information Systems: A Systematic Literature Review   DOI : 10.62527/joiv.8.3-2.3483 Azwan Abd Aziz, Rozi Nor Haizan Nor, Yusmadi Yah Jusoh, Wan Nurhayati Wan Ab. Rahman, Norhayati Mohd. Ali

PDF 1923-1931

Vulnerability Liquefaction Mapping in Padang City Based on Cloud Computing Using Optical Satellite Imagery Data   DOI : 10.62527/joiv.8.3-2.3480 Pakhrur Razi, Amalia Putri, Josaphat Tetuko Sri Sumantyo, - Akmam

PDF 1932-1937

An Innovative Approach for Improving Navigation Performance of Robust Land-Based Vehicles   DOI : 10.62527/joiv.8.3-2.2647 Mostafa Mahmoud Ghouneem, Amr Wassal

PDF 1938-1948

The Attitudes of Student-teachers toward Moodle as a Supplementary Learning Platform   DOI : 10.62527/joiv.8.3-2.2852 - Suparjan, Edi Purwanta, Serafin Wisni Septiarti, Yoppy Wahyu Purnomo

PDF 1949-1958

Multimedia-Assisted Elementary School Learning Materials Innovation Using STEAM Learning Approach   DOI : 10.62527/joiv.8.3-2.2238 - Desyandri, Yana Agustina, Indra Yeni, Bambang Parmadi

PDF 1959-1965

Analysis of the Alignment of Bauran System Features Based on Outcome-Based Education Rules Using Feature-Oriented Domain Analysis   DOI : 10.62527/joiv.8.3-2.2895 Galih Wasis Wicaksono, Abd Saleh, Evi Dwi Wahyuni, Erwin Budi Setiawan

PDF 1966-1975

Cybersecurity Behavior in the West Sumatra Universities   DOI : 10.62527/joiv.8.3-2.3094 - Gushelmi, Rodziah Latih, Abdullah Mohd. Zin

PDF 1976-1986

Prediction of ROI Achievements and Potential Maximum Profit on Spot Bitcoin Rupiah Trading Using K-means Clustering and Patterned Dataset Model   DOI : 10.62527/joiv.8.3-2.3120 Rizky Parlika, R. Rizal Isnanto, Basuki Rahmat

PDF 1987-2001

Developing and Comparing Machine Learning Algorithms for Music Recommendation   DOI : 10.62527/joiv.8.3-2.2947 Yoon-Teck Bau, Puteri Ainna Ezzurin Mohd Reza, Kian-Chin Lee

PDF 2002-2012