A Movie Weekly Box-office Revenues Prediction Model Based on Online Reviews

摘要：

　　To predict the movie weekly box-office revenues, this paper proposes a new prediction model based on ensemble machine learning method.Firstly, we extract some important features from movie online reviews.Then, due to the limited ability of the single machine learning model, an ensemble machine XGboost is employed to predict the movie weekly box-office revenues in this paper.Finally, we collect the movie online reviews from Douban.com, and use about 600 movies to verify the performance of the model.The experimental results show that the effectiveness and practicability of this model.

关键词： box-office revenues prediction machine learning online reviews text analysis

作者: Minglei Li Guoyin Jiang Junli Lei

作者单位: School of Information Management and Statistics, Hubei University of Economics, China School of Public Affairs and Administration, University of Electronic Science and Technology of Chin

会议类型: 国际会议

会议名称: The Eighteenth Wuhan International Conference on E-Business(第18届武汉电子商务国际会议)

会议地点: 武汉

会议语种:英文

页码: 525-526

在线出版日期: 2019-05-24（万方平台首次上网日期，不代表论文的发表时间）