The Prediction Model of Weekend Box Office Based on Big Data

被引：0
|
作者：
Xu, Chuanpeng [1 ]
Wen, Lijun [1 ]
He, Yue [1 ]
Tian, Pan [1 ]
Xiong, Wenyu [1 ]
机构：
[1] Sichuan Univ, Business Sch, Chengdu, Peoples R China
来源：
2019 11TH INTERNATIONAL CONFERENCE ON INTELLIGENT HUMAN-MACHINE SYSTEMS AND CYBERNETICS (IHMSC 2019), VOL 2 | 2019年
关键词：
Weibo; Box office; BP neural network; Grey model;
D O I：
10.1109/IHMSC.2019.10108
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
The article was based on 56 films released from 2016 to 2017.Firstly, we got the movie related data through official release. Then using crawler software to get weibo data related to movies Secondly combining the movie data and weibo data, we analyzed the correlation between box office and many variables. Using linear regression model,BP neural network and grey model to predict the weekend box office. Finally, we combined the three models to get a combined model to forecast weekend box office. The results show that the relative error of the weekend box office of the combined model is the least, and the prediction method proposed in this paper is effective.
引用
收藏
页码：54 / 57
页数：4
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