2 papers
cs.HC2024
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…
cs.LG2023
Context-Aware Prediction of User Engagement on Online Social Platforms
Heinrich Peters, Yozen Liu, Francesco Barbieri +3
The success of online social platforms hinges on their ability to predict and understand user behavior at scale. Here, we present data suggesting that context-aware modeling approa…