Collaborative Creation of Communal Hierarchical Taxonomies in Social Tagging Systems

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What are developers talking about? An analysis of topics and trends in Stack Overflow (2014, methodology): “Sites like Stack Overflow can benefit from this approach by using a hierarchical tagging scheme (Heymann and Garcia-Molina 2006), where the context derived from a question is used to put it in a broader category, and then user-specified tags are used to further categorize that question.”
Evaluating similarity measures for emergent semantics of social tagging (2009, methodology): “among tags have been built using co-occurrence [4, 44] and Jaccard’s coefficient [18], also to reconstruct a concept hierarchy [19].”
Personalized recommendation in social tagging systems using hierarchical clustering (2008, methodology): “In [8] hierarchical clustering is proposed to generate a taxonomy from a folksonomy.”