Research Project – Computing and Data Mining Research Group

Mapping Makassar’s Danger Zones: How Data Science is Making Our Roads Safer

GOWA, Indonesia June 19 2026/CDM/ – Every single day, millions of people navigate city streets, completely unaware of the hidden hazards around the next corner. According to the World Health Organization, traffic accidents remain the leading cause of death globally for children and young adults. This pressing crisis directly intersects with the United Nations’ Sustainable Development Goals, specifically SDGs 3 (Good Health and Well-Being), which sets an urgent milestone to drastically minimize global traffic mortalities. To combat this, a team of forward-thinking researchers from Universitas Hasanuddin published a breakthrough study in April 2025 titled "IDENTIFICATION OF TRAFFIC ACCIDENT PRONE AREAS USING DATA MINING" within the journal ICIC Express Letters, published by ICIC International. Their mission? Using advanced data analytics to accurately pinpoint accident hotspots and ultimately save human lives.

Justice in the Age of Algorithms: Revolutionizing Cybercrime Forensics with AI

GOWA, Indonesia Apr 24 2026/CDM/ – In our hyper-connected era, the digital landscape has transformed into a vast expanse where both innovation and illicit activities flourish. Cybercrime, which encompasses everything from digital fraud and defamation to the dissemination of harmful content, has become a significant challenge for global security. Traditional methods of forensic investigation are often overwhelmed by the sheer volume and complexity of digital data. However, a groundbreaking study offers a new beacon of hope. Titled "OPTIMIZING DIGITAL EVIDENCE ANALYSIS USING COMPREHENSIVE MACHINE LEARNING IN CYBERCRIME FORENSICS," this research was published in May 2025 within the prestigious journal ICIC Express Letters by ICIC International. This study introduces a sophisticated technological framework designed to help investigators navigate the murky waters of digital evidence with unprecedented accuracy.

Smart Pixels for Clearer Skin: How AI is Revolutionizing Facial Care

GOWA, Indonesia Apr 24 2026/CDM/ – Have you ever woken up, looked in the mirror, and felt frustrated by a sudden breakout or an uneven skin tone?. For many, these small skin issues are more than just a nuisance; they can deeply impact self-confidence and mental well-being. While we know we should see a dermatologist, finding the time or money for a professional consultation isn’t always easy. Fortunately, a new wave of artificial intelligence is stepping in to turn our smartphones into powerful health companions.

The Future of Skincare: How Artificial Intelligence is Revolutionizing the Diagnosis of Facial Blemishes

GOWA, Indonesia Apr 24 2026/CDM/ –Almost everyone has experienced the frustration of waking up to an unexpected skin issue. Whether it is a sudden acne breakout, stubborn blackheads, or hyperpigmentation, aesthetic facial skin disorders can significantly impact our self-confidence and overall quality of life. Traditionally, dermatologists rely heavily on visual examinations to diagnose these conditions, which can sometimes be subjective and prone to human error. However, a groundbreaking study published on 19 January 2025 offers a high-tech solution. The research article, titled "Convolutional neural network architectural models for multiclass classification of aesthetic facial skin disorders" was featured in the International Journal of Advanced Technology and Engineering Exploration and published by the Association of Computer, Communication and Education for National Triumph Social and Welfare Society (ACCENTS).

Eyes in Your Pocket: How AI is Transforming the World for the Visually Impaired

GOWA, Indonesia Apr 23 2026/CDM/ – Imagine navigating a busy city street where every sign, obstacle, and person is a mystery. For millions of people with visual impairments, this is a daily reality. While we often take our sight for granted, a group of innovative researchers is using artificial intelligence to bridge this gap, turning smartphones into "digital eyes" that can describe the world in real-time.

Decoding Classroom Vibes: How AI Helps Teachers Read the Room

GOWA, Indonesia Apr 23 2026/CDM/ – Understanding how students feel is the secret ingredient to effective teaching. However, in a busy classroom, a teacher cannot always spot the moment a child becomes frustrated or weary. A groundbreaking study titled "VGG16-BASED STUDENTS’ EMOTION RECOGNITION BASED ON THEIR FACIAL EXPRESSIONS IN DIFFERENT LEARNING TIMES IN THE CLASSROOM" offers a high-tech solution to this age-old challenge. Published in the journal ICIC Express Letters by ICIC International in August 2025, this research explores how artificial intelligence (AI) can "read" students' faces to improve the learning environment.