most citedSocial Media Use is Predictable from App Sequences: Using LSTM and Transformer Neural Networks to Model Habitual Behavior

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cs.HC2026

Daily Affect Fluctuations in Phone Screen Content Predict Anxiety and Depressive Symptoms

Christopher A. Kelly, Yikun Chi, Nicholas Haber +5

The relationship between digital media use and mental health remains poorly understood, in part because real-world digital behavior is rarely captured at scale. This intensive long…

cs.HC2024★ 1 cited

Social Media Use is Predictable from App Sequences: Using LSTM and Transformer Neural Networks to Model Habitual Behavior

Heinrich Peters, Joseph B. Bayer, Sandra C. Matz +3

The present paper introduces a novel approach to studying social media habits through predictive modeling of sequential smartphone user behaviors. While much of the literature on m…