Risk prediction of pathological gambling on social media

arXiv:2403.19358v1 Announce Type: new
Abstract: This paper addresses the problem of risk prediction on social media data, specifically focusing on the classification of Reddit users as having a pathological gambling disorder. To tackle this problem, this paper focuses on incorporating temporal and emotional features into the model. The preprocessing phase involves dealing with the time irregularity of posts by padding sequences. Two baseline architectures are used for preliminary evaluation: BERT classifier on concatenated posts per user and GRU with LSTM …

abstract arxiv classification cs.cl data features media media data paper prediction reddit risk social social media temporal type