2015 · 28 citations · 42 references
Social SciencesCommunicationSociologyCollective BehaviorSocial Media AnalyticsSociolinguisticsSocial ComputingSocial MediaSocial Media CommunicationAudience Co-presenceCommunication PatternsFan Communities OnlineLive TweetingMedia Fan CommunitiesSocial Media CommunitiesTemporal Activity Patterns
Sporting championships and other media events can induce very strong feelings of co-presence that can change communication patterns within large communities. Live tweeting reactions to media events provide high-resolution data with time-stamps to understand these behavioral dynamics. We employ a computational focus group method to identify a population of 790,744 international Twitter users, and we track their behavior before, during, and after the 2014 FIFA World Cup. We pick, in particular, a set of Twitter users who specified the teams that they are supporting, such that we can identify communities of fans of the teams, as well as the entire community of World Cup fans. The structure, dynamics, and content of communication of these communities of users are analyzed to compare behavior outside of the matches to behavior during the event and to examine behavioral responses across languages. Specifically, the temporal patterns of the tweeting volume, topics, retweet- ing, and mentioning behaviors are analyzed. We find there are similarities in the responses to media events, characteristic changes in activity patterns of users, and substantial differences in linguistic features. These findings have implications for designing more resilient socio-technical systems during crises and developing better models of complex social behavior.
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What is Twitter, a social network or a news media?
Haewoon Kwak, Changhyun Lee, Hosung Park et al. · 2010 · 6.7K citations · Full text
Mass Communication and Para-Social Interaction
Donald Horton, Robert Wohl · Psychiatry · 1956 · 4K citations