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Andi Shridivia Nuram

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Review Open access Sep 2026

Explainable Machine Learning for Predicting Social Media Addiction: Implications for Digital Well-Being Among University Students

Excessive and poorly regulated social media use among university students has been linked to reduced concentration, academic underperformance, and declining digital well-being. However, most predictive approaches to identifying at-risk students rely on opaque, black-box machine learning models that offer little insight...

Muhammad Romario Basirung, Andi Shridivia Nuram, Roselina Dwi Hormansyah et al. · 0 citations

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