Firm industry plays an important role in Taiwanese market, and so does box office prediction. Related works shows that classification model and the information from the social media improve the accuracy of the box office prediction. The study adopted the combination of the information of the movie dataset from the Taiwanese government and the popularity information from IMDb to do the classification prediction and the regression for the box office localized in Taipei. The result shows that the Taipei box office can be predicted by 90% accurate in the classification model and by 88% accurate in the regression model.
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