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Analyzing the social soundtrack from second screens before, during, and after Real-life events

机译:在真实事件发生之前,之中和之后从第二个屏幕分析社交配乐

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The integration of social media technologies with second screen devices facilitates the social interaction concerning online broadcasted media events that we refer to as the social soundtrack. For this research, we assess the change of Super Bowl 2015 related conversations on various social media platforms, namely Twitter, Instagram and Tumblr via categories (commercials, musicals and game) for three phases (Pre, During, and Post). We execute statistical analysis on more than 3,000,000, 800,000 and 50,000 comments from Twitter, Instagram and Tumblr, respectively. We classify the principal phase and category of interaction across all three social media platforms. We additionally investigate the major changes in second screen conservations within the social soundtrack across the categories and phases on all three social network platforms. The research results show that phase-category relationship exists for all three social media platforms. The results find the During phase as the predominant one for all three categories on social media platforms, with the exception of Twitter. The research results are important in identifying the influence of second screens on social soundtrack conversations in terms of sharing of information.
机译:社交媒体技术与第二屏幕设备的集成促进了有关在线广播媒体事件(我们称为社交配乐)的社交互动。在本研究中,我们通过三个类别(商业,音乐和游戏),在三个阶段(前,中和后)中评估了Twitter,Instagram和Tumblr等各种社交媒体平台上与2015年超级碗相关的对话的变化。我们分别对来自Twitter,Instagram和Tumblr的3,000,000、800,000和50,000条评论进行统计分析。我们对所有三个社交媒体平台的互动的主要阶段和类别进行分类。我们还调查了所有三个社交网络平台上跨类别和阶段的社交配乐中第二屏幕保护的主要变化。研究结果表明,所有三个社交媒体平台都存在阶段-类别关系。结果发现,在社交媒体平台上,除Twitter外,“期间”阶段是所有三个类别的主要阶段。该研究结果对于识别第二屏对社会原声对话的信息共享具有重要意义。

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