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Author

Murat Urfalıoğlu

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2 papers indexed here

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Open access Aug 2026

Predicting Social Media Addiction Using Data Mining Techniques: Development of a Web-Based Decision Support System

The purpose of this study is to analyze high school students’ social media usage habits, develop a classification model to predict social media addiction risk, and design a web-based decision support system. Data were collected from 495 students enrolled in different types of high schools in Tokat city center, consisti...

Murat Urfalıoğlu · 0 citations
Aug 2026

Limits of Short-Term Seismicity Features in Disaster Management: Machine Learning Based Magnitude Classification Along the NAF

This study evaluated whether daily earthquake counts and daily mean magnitudes recorded during the 30 days preceding reference earthquakes along the North Anatolian Fault (NAF) contain discriminatory information for separating events of 4.0 ≤ M < 5.0 from those of M ≥ 5.0. AFAD catalogue records from 1990 to February...

Murat Urfalıoğlu, Ayhan Bayram · 0 citations

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