... The analysis draws on a dataset of 433,350 films from IMDb and TMDB. Multiple predictive models were employed alongside SHAP and LIME to identify the factors most strongly associated with success, defined through a dual rating–vote threshold. Findings The results show that popularity metrics, director...

... the detection of misinformation are determined. A series of machine learning (ML)-based and deep learning (DL)-based models are employed to assess whether comment environment features can help improve model performance. Finally, Shapley Additive Explanations (SHAP) are applied to interpret feature contributions...