Vol. 8 No. 2 (2024)

View Vol. 8 No. 2 (2024)

Volume 8, Number 2 (2024) presents a broad spectrum of original research focusing on the application of machine learning, optimization algorithms, digital systems, and secure computing across multiple domains. This issue features studies on loan default prediction, smart governance advancements, and digital transformation in public transportation. It also includes engineering analyses related to field development in the Gelama Merah oil field, alongside intelligent solutions for traffic control and food recommendation systems. Additionally, contributions highlight the development of encryption tools with biometric authentication and file protection using cryptographic techniques. The integration of computational intelligence in hybrid tabletop gaming further demonstrates the growing impact of digital technologies on user experience.

 

DOI: https://doi.org/10.65136/jati.v8i2
Published: 2024-06-01

Original Research

  • Loan Default Prediction using Machine Learning: A Review on the techniques

    DOI : 10.65136/jati.v8i1.67
    Mafas Raheem (1), Swee Hong Wong (2)
    (1) Asia Pacific University of Technology & Innovation Kuala Lumpur, Malaysia ,
    (2) Asia Pacific University of Technology & Innovation Kuala Lumpur, Malaysia
    1-6
    Abstract : 61
    PDF : 42

  • Digital Challenges to Economic Opportunities: Ubiquitous Computing in Malaysia’s Public Transportation Sector

    DOI : 10.65136/jati.v8i2.68
    Khor Suet Yan (1), Sharveen Aruljodey (2), Kamalanathan Shanmugam (3)
    (1) Asia Pacific University of Technology and Innovation Technology Park Malaysia, Bukit Jalil Kuala Lumpur, Malaysia ,
    (2) Asia Pacific University of Technology and Innovation Technology Park Malaysia, Bukit Jalil Kuala Lumpur, Malaysia ,
    (3) Asia Pacific University of Technology and Innovation Technology Park Malaysia, Bukit Jalil Kuala Lumpur, Malaysia
    7-14
    Abstract : 88
    PDF : 83

  • Impact of Digital Transformation on Smart Government in UAE: Empirical Paper

    DOI : 10.65136/jati.v8i2.71
    Barqan Ahmed Abdulla Ibrahim (1), Halimaton Hakimi (2), Suriati Akmal (3), Norun Najjah Ahmat line (4)
    (1) Universiti Teknikal Malaysia Melaka Melaka, Malaysia ,
    (2) Asia Pacific University Kuala Lumpur, Malaysia ,
    (3) Universiti Teknikal Malaysia Melaka Melaka, Malaysia ,
    (4) Universiti Teknikal Malaysia Melaka Melaka, Malaysia
    15-23
    Abstract : 60
    PDF : 53

  • Economic Analysis Of Field Development Plan In Gelama Merah

    DOI : 10.65136/jati.v8i2.72
    Mohd.Razie Jaafar (1), Myra Batrisyia Baha Uddin (2), Pg Mohd Ikhwan Haziq bin Agku Jali (3), Muhammad Suhayl Aiman Bin Saiful Adzwar (4), Faiq Hafiy Rozeman (5), Mohammad Aqasha Iman (6), Juhairi Aris Bin Muhamad Shuhili (7), Muhammad Adidinizar Bin Zia Ahmad Kusairee (8), Rosli Yakop (9)
    (1) Universiti Teknologi PETRONAS Seri Iskandar, Perak, Malaysia ,
    (2) Universiti Teknologi PETRONAS Seri Iskandar, Perak, Malaysia ,
    (3) Universiti Teknologi PETRONAS Seri Iskandar, Perak, Malaysia ,
    (4) Universiti Teknologi PETRONAS Seri Iskandar, Perak, Malaysia ,
    (5) Universiti Teknologi PETRONAS Seri Iskandar, Perak, Malaysia ,
    (6) Universiti Teknologi PETRONAS Seri Iskandar, Perak, Malaysia ,
    (7) Universiti Teknologi Mara Perak Branch Tapah Campus, 35400 Tapah Road, Perak, Malaysia ,
    (8) Universiti Teknologi Mara Perak Branch Tapah Campus, 35400 Tapah Road, Perak, Malaysia ,
    (9) Asia Pacific University of Technology & Innovation (APU), Kuala Lumpur, Malaysia
    24-30
    Abstract : 60
    PDF : 52

  • Anti-Collision and Kick Tolerance Analysis of Development Wells in Gelama Merah Field

    DOI : 10.65136/jati.v8i2.73
    Pg Mohd Ikhwan Haziq bin Agku Jali (1), Myra Batrisyia Baha’ Uddin (2), Mohd.Razie Jaafar (3), Muhammad Suhayl Aiman Bin Saiful Adzwar (4), Faiq Hafiy Rozeman (5), Mohammad Aqasha Iman (6), Juhairi Aris Bin Muhamad Shuhili (7), Muhammad Adidinizar Bin Zia Ahmad Kusairee (8), Rosli Yusop (9)
    (1) Universiti Teknologi PETRONAS Seri Iskandar, Perak, Malaysia ,
    (2) Universiti Teknologi PETRONAS Seri Iskandar, Perak, Malaysia ,
    (3) Universiti Teknologi PETRONAS Seri Iskandar, Perak, Malaysia ,
    (4) Universiti Teknologi PETRONAS Seri Iskandar, Perak, Malaysia ,
    (5) Universiti Teknologi PETRONAS Seri Iskandar, Perak, Malaysia ,
    (6) Universiti Teknologi PETRONAS Seri Iskandar, Perak, Malaysia ,
    (7) Universiti Teknologi Mara Perak Branch Tapah Campus, 35400 Tapah Road, Perak, Malaysia ,
    (8) Universiti Teknologi Mara Perak Branch Tapah Campus, 35400 Tapah Road, Perak, Malaysia ,
    (9) Asia Pacific University of Technology & Innovation (APU), Kuala Lumpur, Malaysia
    31-37
    Abstract : 66
    PDF : 51

  • Midstream Development Options Analysis in Gelama Merah Development Field

    DOI : 10.65136/jati.v8i2.74
    Faiq Hafiy Rozeman (1), Myra Batrisyia Baha ’Uddin (2), Mohd.Razie Jaafar (3), Muhammad Suhayl Aiman Bin Saiful Adzwar (4), Pg Mohd Ikhwan Haziq bin Agku Jali (5), Mohammad Aqasha Iman (6), Juhairi Aris Bin Muhamad Shuhili (7), Muhammad Adidinizar Bin Zia Ahmad Kusairee (8), Rosli Yusop (9)
    (1) Universiti Teknologi PETRONAS Seri Iskandar, Perak, Malaysia ,
    (2) Universiti Teknologi PETRONAS Seri Iskandar, Perak, Malaysia ,
    (3) Universiti Teknologi PETRONAS Seri Iskandar, Perak, Malaysia ,
    (4) Universiti Teknologi PETRONAS Seri Iskandar, Perak, Malaysia ,
    (5) Universiti Teknologi PETRONAS Seri Iskandar, Perak, Malaysia ,
    (6) Universiti Teknologi PETRONAS Seri Iskandar, Perak, Malaysia ,
    (7) Universiti Teknologi Mara Perak Branch Tapah Campus, 35400 Tapah Road, Perak, Malaysia ,
    (8) Universiti Teknologi Mara Perak Branch Tapah Campus, 35400 Tapah Road, Perak, Malaysia ,
    (9) Asia Pacific University of Technology & Innovation (APU), Kuala Lumpur, Malaysia
    38-42
    Abstract : 52
    PDF : 72

  • Optimizing Genetic Algorithm for Travelling Salesman Problem by Modifying Parameter

    DOI : 10.65136/jati.v8i2.75
    Chan Lik Yin (1), Loo Hui Ying (2), Dr. Adeline Sneha J (3), Dr. Kamalanathan Shanmugam (4), Juhairi Aris Muhamad Shuhili (5)
    (1) Asia Pacific University of Technology & Innovation (APU) Kuala Lumpur, Malaysia ,
    (2) Asia Pacific University of Technology & Innovation (APU) Kuala Lumpur, Malaysia ,
    (3) Asia Pacific University of Technology & Innovation (APU) Kuala Lumpur, Malaysia ,
    (4) Asia Pacific University of Technology & Innovation (APU) Kuala Lumpur, Malaysia ,
    (5) Asia Pacific University of Technology & Innovation (APU) Kuala Lumpur, Malaysia
    43-49
    Abstract : 67
    PDF : 56

  • Reinforcement Learning Algorithm on Traffic Light Control

    DOI : 10.65136/jati.v8i2.76
    Ooi Wei Hong (1), Lee Boon Jie (2), Lee Qi Wen (3), Lee Jun Wei (4), Dr.Adeline Sneha J (5), Dr.Kamalanathan Shanmugam (6), Juhairi Aris Muhamad Shuhili (7)
    (1) Asia Pacific University of Technology & Innovation (APU) Technology Park Malaysia 57000 Kuala Lumpur, Malaysia ,
    (2) Asia Pacific University of Technology & Innovation (APU) Technology Park Malaysia 57000 Kuala Lumpur, Malaysia ,
    (3) Asia Pacific University of Technology & Innovation (APU) Technology Park Malaysia 57000 Kuala Lumpur, Malaysia ,
    (4) Asia Pacific University of Technology & Innovation (APU) Technology Park Malaysia 57000 Kuala Lumpur, Malaysia ,
    (5) Asia Pacific University of Technology & Innovation (APU) Technology Park Malaysia 57000 Kuala Lumpur, Malaysia ,
    (6) Asia Pacific University of Technology & Innovation (APU) Technology Park Malaysia 57000 Kuala Lumpur, Malaysia ,
    (7) Asia Pacific University of Technology & Innovation (APU) Technology Park Malaysia 57000 Kuala Lumpur, Malaysia
    50-56
    Abstract : 66
    PDF : 41

  • Food Recommendation System Using Hybrid Filtering

    DOI : 10.65136/jati.v8i2.77
    Abdullah Mohammed Hazeq (1), Ryandra Yudha Bramantyo (2), Mohammed T.K. Alhabil (3), Mohammad Shayaan Ismael Dhuny (4), Dr. Adeline Shena John Chsrisanthum (5), Dr. Kamalanathan Shanmugam (6), Thavamalini Sivasamy (7), Juhairi Aris Muhamad Shuhili (8)
    (1) Asia Pacific University of Technology and Innovation (APU) 57000 Kuala Lumpur, Malaysia ,
    (2) Asia Pacific University of Technology and Innovation (APU) 57000 Kuala Lumpur, Malaysia ,
    (3) Asia Pacific University of Technology and Innovation (APU) 57000 Kuala Lumpur, Malaysia ,
    (4) Asia Pacific University of Technology and Innovation (APU) 57000 Kuala Lumpur, Malaysia ,
    (5) Asia Pacific University of Technology and Innovation (APU) 57000 Kuala Lumpur, Malaysia ,
    (6) Asia Pacific University of Technology & Innovation (APU) Technology Park Malaysia 57000 Kuala Lumpur, Malaysia ,
    (7) Asia Pacific University of Technology & Innovation (APU) Technology Park Malaysia 57000 Kuala Lumpur, Malaysia ,
    (8) Asia Pacific University of Technology & Innovation (APU) Technology Park Malaysia 57000 Kuala Lumpur, Malaysia
    57-62
    Abstract : 68
    PDF : 53

  • PiFortify: A Raspberry Pi-based Encryption Tool with Biometric Authentication

    DOI : 10.65136/jati.v8i2.78
    Melisha Kaur A/P Narinder Singh (1), Julia Juremi (2)
    (1) Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,
    (2) Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia
    63-68
    Abstract : 48
    PDF : 50

  • Stegcryption: Graphical User Interface (GUI) Based File Protection System Utilizing Cryptography and Steganography

    DOI : 10.65136/jati.v8i2.79
    Khabeellan A/L Sugumar (1), Julia Juremi (2)
    (1) Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,
    (2) Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia
    69-73
    Abstract : 43
    PDF : 47

  • Hybrid Tabletop Games: A Study of the Impact of Digital Augmentation on Gameplay Experience and Player Acceptance

    DOI : 10.65136/jati.v8i2.80
    Chua Soo Han (1), Ts. Ong Tee Chuan (2), Liew Yong Kian (3)
    (1) Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,
    (2) Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,
    (3) Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia
    74-78
    Abstract : 82
    PDF : 53

  • Ant Colony Optimization Algorithm

    DOI : 10.65136/jati.v8i2.81
    Olive Cheong Yu Xuan (1), Liew Kar Yan (2), Loh Xue Li (3), Chu Kwan Yeu Jovi James (4), Ko Chin Zheng (5), Zailan Arabee bin Abdul Salam (6)
    (1) Asia Pacific University of Technology & Innovation (APU) Kuala Lumpur, Malaysia ,
    (2) Asia Pacific Univeristy of Technology & Innovation (APU) Kuala Lumpur, Malaysia ,
    (3) Asia Pacific University of Technology & Innovation (APU) Kuala Lumpur, Malaysia ,
    (4) Asia Pacific University of Technology & Innovation (APU) Kuala Lumpur, Malaysia ,
    (5) Asia Pacific University of Technology & Innovation (APU) Kuala Lumpur, Malaysia ,
    (6) Asia Pacific University of Technology & Innovation (APU) Kuala Lumpur, Malaysia
    79-83
    Abstract : 110
    PDF : 40