This paper introduces a novel automated procedure and a prototype web application designed to analyze and understand online community activities in real time. With the Internet serving as a vast platform for text-based discussions, which are essential for forming and organizing online communities, there's a significant challenge in evaluating these communities' internal processes due to the sheer volume of textual data. The proposed solution aims to provide organizers, developers, and researchers with a cost-effective and efficient tool to study these discussions as they unfold, overcoming the limitations of current methods in handling and making sense of this data in real time.
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Gruzd, Anatoliy, and Caroline Haythornthwaite. "The analysis of online communities using interactive content-based social networks." (2008).
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