Influence of social media on performance of movies

Shruti, S. Roy, W. Zeng
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引用次数: 12

Abstract

The performance of movies in terms of revenue depends on many factors such as its production studio, genre, script quality, pre-release promotion etc, - all of which are traditionally used to estimate their potential success at the box office. Recently however, the “Wisdom of Crowd” and social media have been acknowledged as a strong signal in understanding consumer behavior towards media. In this paper, we discuss the impact of socially generated meta-data mined from the social multimedia sites and study the influence of social media on box- office performance and profitability of movies. Our result shows that various social media signals have varying yet significant impact in predicting the performance of movies. Our research also reveals that popularity of actor captured by follower count on Twitter is most relevant to the success of movie at theaters, and Facebook `like' signal has noise which impedes its analytical credibility.
社交媒体对电影表现的影响
电影在收入方面的表现取决于许多因素,如制作工作室、类型、剧本质量、发行前宣传等,所有这些都是传统上用来估计票房成功潜力的因素。然而,最近,“人群智慧”和社交媒体被认为是理解消费者对媒体行为的一个强有力的信号。本文讨论了从社交多媒体网站中挖掘的社交生成元数据的影响,并研究了社交媒体对电影票房表现和盈利能力的影响。我们的研究结果表明,不同的社交媒体信号对预测电影的表现有不同但显著的影响。我们的研究还表明,推特上的粉丝数量捕捉到的演员的受欢迎程度与电影在影院的成功最为相关,而Facebook上的“喜欢”信号有噪音,阻碍了其分析的可信度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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