This volume, Vol. 6 No. 2, showcases a diverse range of topics that highlight the intersection of technological advancements with educational practices, hardware, and systems optimization. One of the unique aspects of this edition is the inclusion of contributions from esteemed scholars not only from Indonesia but also from our neighboring countries, Malaysia and Singapore.  This edition covers a wide array of topics, from the development of video learning materials in computational thinking for high school students, to hardware technology for measuring work performance through keyboard and mouse usage. Also highlighted are critical advancements in network log optimization, artificial intelligence for intent classification, and mobile learning applications. Our publication continues to emphasize the importance of integrating technology into education and business management, reflecting the ever-evolving digital landscape. We hope that the research presented in this issue serves as both an inspiration and a catalyst for future innovation. We look forward to witnessing how these contributions will shape the way we approach educational technology, system optimization, and other technological advancements in the years to come.

Published: June 6, 2025

Development of Video Learning Materials on Computational Thinking in Class XI Students of Private High School Tunas Kelapa Samarinda Academic Year 2024/2025

Nadilla Putri Mulyadi (1), Galih Yudha Saputra (2)
(1) Computer Education, Mulawarman University ,
(2) Computer Education, Mulawarman University
68-78
0

Measuring Work Performance from Keyboard and Mouse Use

Dodi Wirawan Irawanto (1), Jusak Jusak (2), Noorsy Zidna Nabiela (3), Putri Oktaviani Syaiful (4)
(1) Management, University of Brawijaya ,
(2) Business & Management, James Cook University ,
(3) Management Science, University of Brawijaya ,
(4) Management, University of Brawijaya
79-84
0

Optimisation of Network Logs for Fake Bandwidth Classification using CNN

Azriel Christian Nurcahyo (1), Ting Huong Yong (2), Abdulwahab Funsho Atanda (3)
(1) Design and Technology Centre, School of Computing and Creative Media, University of Technology Sarawak ,
(2) Design and Technology Centre, School of Computing and Creative Media, University of Technology Sarawak ,
(3) Design and Technology Centre, School of Computing and Creative Media, University of Technology Sarawak
85-96
0

Comparative Evaluation of Large Language Models for Intent Classification in Indonesian Text

Markus Karjadi (1), Handri Santoso (2)
(1) Information Technology, Pradita University ,
(2) Information Technology, Pradita University
97-105
0

Improving Meta Ads Efficiency through Multi-Level Campaign Structuring and Budget Optimization

Mario Sutardiman (1), Teddy Mantoro (2)
(1) Information Technology, Pradita University ,
(2) Computer Science, Nusa Putra University
106-113
0

Development of Mobile Learning Based on Android Using Smart Apps Creator in Informatics Lessons of Grade XI in MA Negeri 2 Samarinda

Nur Raudah Datun Nisa (1), Fahmi Romisa (2)
(1) Computer Education, Mulawarman University ,
(2) Computer Education, Mulawarman University
114-126
0

Automatic Temperature and Humidity Regulation System Design for Oyster Mushroom Growth

Kadek Reda Setiawan Suda (1), I Wayan Arsa Suteja (2), Made Adi Surya Antara (3), I Gede Eka Wiantara Putra (4), Ida Bagus Putu Wija (5)
(1) Electronic Engineering, National Polytechnic ,
(2) Electronic Engineering, National Polytechnic ,
(3) Electronic Engineering, National Polytechnic ,
(4) Electronic Engineering, National Polytechnic ,
(5) Electronic Engineering, National Polytechnic
127-132
0