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A Mutual Information-Driven Hybrid 1D-CNN and XGBoost Framework for Network Intrusion Detection in IoT

Mohammed R. Jasim

International Journal on Human-Computing Studies
ISSN: 2615-8159
Vol: 8, No: 2
2026-09-28
Abstrak

There are a growing number of Internet of Things (IoT) interconnected systems in critical infrastructures that have made these systems vulnerable to increasingly advanced and diverse cyberattacks. However, typical intrusions systems face serious o...

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Interpretability-Driven Defense Against Physical Adversarial Attacks in Facial Recognition Systems

Maryam Suleiman; Peter Ogedebe; Usman Abubakar Idris

International Journal on Human-Computing Studies
ISSN: 2615-8159
Vol: 8, No: 2
2026-08-25
Abstrak

This study aims to develop and evaluate a defense mechanism, the Self-Explaining Gate (SEG), to protect facial recognition (FR) systems against physical adversarial attacks (PAAs) by combining identity recognition, feature attribution, and anatomi...

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Analysis of the Role of Artificial Intelligence (AI) and Blockchain Technology in Improving the Effectiveness of Fraud Detection Audits: A Literature Review

Muhammad Alfiyan Putra Jarimanto; Duwi Rahayu

International Journal on Human-Computing Studies
ISSN: 2615-8159
Vol: 8, No: 2
2026-07-19
Abstrak

The development of digital technology has transformed auditing practices, particularly in improving fraud detection effectiveness. The complexity of financial transactions, large data volumes, and limitations of conventional audit methods have enc...

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Predicting Snack Food Production (Pentol) Using Fuzzy Logic

Hindarto; Moch Gesang Akbar Jani; Nuril Lutvi Azizah; Cindy Taurusta

International Journal on Human-Computing Studies
ISSN: 2615-8159
Vol: 8, No: 2
2026-07-19
Abstrak

Fluctuating market demand and limited inventory are challenges in determining the optimal amount of production, especially for small businesses such as meatball snack production. This study aims to determine the addition of meatball production usi...

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Classification of Sentiment in Reddit Forum Comments using Fine-Tuned IndoBERT (Case Study: Free Nutritious Meal Program)

Bram Aji Saka Putra; Suprianto

International Journal on Human-Computing Studies
ISSN: 2615-8159
Vol: 8, No: 2
2026-07-15
Abstrak

This study analyzes public opinion on the Free Nutritious Meals Program (MBG) policy on the Reddit platform using the IndoBERT model. The study uses a dataset of 6,295 Reddit comments collected from 2024 to 2025. The preprocessing stage implemente...

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Development of the MY PERPUS Digital Library Website at SMA Muhammadiyah 4 Porong

Muhammad Najih Fairuzzamani; Mochamad Alfan Rosid; Nuril Lutvi Azizah; Ade Eviyanti

International Journal on Human-Computing Studies
ISSN: 2615-8159
Vol: 8, No: 2
2026-07-15
Abstrak

The rapid development of information technology has encouraged educational institutions to adopt digital-based systems to improve the effectiveness of administrative management, including school library services. The library of SMA Muhammadiyah 4 ...

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Utilization of Weighted Moving Average for Decision Support Systems for Sales Services and Stock Management Case Study: Soes Merdeka Bread Shop

Ayu Setya Ningrum; Irwan A. Kautsar; Nuril Lutvi Azizah; Sukma Aji

International Journal on Human-Computing Studies
ISSN: 2615-8159
Vol: 8, No: 1
2026-04-25
Abstrak

Business owners are leveraging the rapidly developing advancements in information technology to simplify sales and inventory management. Increasingly dynamic business competition demands that companies provide products at the right time and in the...

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The Use of Facebook Prophet in Predicting Stock Price

Razif Zulvikar Hatuwe; Yulian Findawati

International Journal on Human-Computing Studies
ISSN: 2615-8159
Vol: 8, No: 1
2026-04-18
Abstrak

This study examines the effectiveness of the Facebook Prophet model in predicting stock prices. The data consist of daily stock prices obtained from Yahoo Finance from July 30, 2019 to July 30, 2024, totaling 1,214 observations. A quantitative tim...

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Implementation of an Academic Information Chatbot Based on Retrieval-Augmented Generation (RAG) Using LLaMA 3.1

Mochamad Alfan Rosid; Muhammad Saddam Heykal Bustomy; Suprianto; Hamzah Setiawan

International Journal on Human-Computing Studies
ISSN: 2615-8159
Vol: 8, No: 1
2026-04-22
Abstrak

Providing fast and accurate academic information is a fundamental requirement for universities. However, users often experience difficulties in efficiently searching for specific information on study program websites. This study aims to develop a ...

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Tidyroom XR: Extended Reality (XR) Based 3D Bedroom Interior Design Game Using Oculus Quest 2

Mohammad Ikbaar Ath Thoriq; Cindy Taurusta; Nuril Lutvi Azizah; Novia Ariyanti

International Journal on Human-Computing Studies
ISSN: 2615-8159
Vol: 8, No: 1
2026-04-22
Abstrak

The advancement of Extended Reality (XR) technology, which includes Virtual Reality (VR), Augmented Reality (AR), and Mixed Reality (MR), has created fresh possibilities in multiple areas, such as interior design. This research seeks to create Tid...

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