The complex dynamics of collaborative tagging

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Human-competitive tagging using automatic keyphrase extraction (2009, background): “Much work has been done on describing the statistical properties of folksono-mies, such as tag distribution and co-occurrences (Halpin et al. , 2007; Sigurbjörnsson et al. , 2008; Sood et al. , 2007), but to our knowledge there has been none on assessing the actual quality of tags.”
On social networks and collaborative recommendation (2009, background): “from 1 to 5) for the corresponding sub-matrix, in our case playcount ranges from 1 to 11640, following a power-law distribution common to human activities [2, 5, 8].”
Recommender Systems (2012, background): “Despite the lack of imposed organization, shared vocabularies were shown to emerge in folksonomies [263], making them increasingly accessibile to advanced information filtering techniques.”