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

P. Mukherjee, B. Jansen
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引用次数: 3

Abstract

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.
分析现实生活事件发生之前、期间和之后的第二幕社交配乐
社交媒体技术与第二屏幕设备的融合,促进了与网络广播媒体事件相关的社交互动,我们称之为社交配乐。在这项研究中,我们评估了2015年超级碗相关对话在各种社交媒体平台上的变化,即Twitter, Instagram和Tumblr,按类别(广告,音乐剧和游戏)分为三个阶段(Pre, During和Post)。我们分别对Twitter、Instagram和Tumblr上的300多万条、80多万条和5万条评论进行统计分析。我们对这三个社交媒体平台上的交互的主要阶段和类别进行了分类。此外,我们还调查了社交音乐在三个社交网络平台上不同类别和阶段的第二屏幕保存的主要变化。研究结果表明,三个社交媒体平台均存在相类关系。结果发现,在社交媒体平台上,除了Twitter之外,这三个类别的用户都处于“During”阶段。该研究结果对于确定第二屏幕对社交音乐对话在信息共享方面的影响具有重要意义。
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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