Social Sciences · 2019 · 12 citations · 27 references
Social SciencesCommunicationAudience StudiesMedia StudiesSocial InfluenceAudience FeedbackInternet CultureNew MediaParticipatory CultureSentiment AnalysisSocial MediaCommentary DynamicsExploratory Case StudyParticipatory Digital CultureReply Dynamics
The aim of this paper was to analyze commenting activity and sentiment (polarity and subjectivity) in interactions in response to videos by Spain’s most-subscribed YouTubers. An exploratory study was conducted on the content of the comments, their relationship with other social media actions, subjectivity, and polarity, as well as from the perspective of the participatory culture. The results show that commenting is a potential option for interaction that is underused by the communities of users. Replies to comments are found to be limited to the user–user level, while YouTubers themselves and the moderators that YouTube allows them to designate rarely comment or reply on social networks. However, creators do monitor comments and provide feedback to a limited selection thereof in subsequent videos. There thus appears to be a strategic, exploitative use of comments, marked by a delayed response aimed at attracting audiences to new content.
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Opinion Mining and Sentiment Analysis
Bo Pang, Lillian Lee · Foundations and Trends® in Information Retrieval · 2008 · 6.2K citations
Petya Eckler, Paul D. Bolls · Journal of Interactive Advertising · 2011 · 326 citations