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Influence of social media on performance of movies

机译:社交媒体对电影表演的影响

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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.
机译:就收入而言,电影的表现取决于许多因素,例如其制作工作室,类型,剧本质量,预发行促销等;传统上,所有这些因素都用于估算电影在票房上的潜在成功。然而,最近,“人群的智慧”和社交媒体已被认为是理解消费者对媒体行为的有力信号。在本文中,我们讨论了从社交多媒体站点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。我们的结果表明,各种社交媒体信号在预测电影性能方面具有不同但显着的影响。我们的研究还显示,通过Twitter上的追随者人数捕获的演员的受欢迎程度与电影在影院的成功最相关,而Facebook的“赞”信号有噪音,从而妨碍了其分析可信度。

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