As to the audiences’ preference in regards to the movies in China and the US, we even have a deep research about the audiences’ rating behaviors in these two nations about the same movies. In this paper we current a large scale study comparing the effectiveness of visual, audio, textual content, and metadata-primarily based features for predicting excessive-level information about movies akin to their...