The role of tag suggestions in folksonomies

Most tagging systems support the user in the tag selection process by providing tag suggestions, or recommendations, based on a popularity measurement of tags other users provided when tagging the same resource. The majority of theories and mathematical models of tagging found in the literature assume that the emergence of power laws in tagging systems is mainly driven by the imitation behavior of users when observing tag suggestions provided by the user interface of the tagging system. We present experimental results that show that the power law distribution forms regardless of whether or not tag suggestions are presented to the users.

[1]  Nigel Shadbolt,et al.  Understanding the Semantics of Ambiguous Tags in Folksonomies , 2007, ESOE.

[2]  S. Bornholdt,et al.  World Wide Web scaling exponent from Simon's 1955 model. , 2000, Physical review. E, Statistical, nonlinear, and soft matter physics.

[3]  John Riedl,et al.  tagging, communities, vocabulary, evolution , 2006, CSCW '06.

[4]  Dinan Gunawardena,et al.  Social tags: meaning and suggestions , 2008, CIKM '08.

[5]  James A. Hendler,et al.  Metcalfe's law, Web 2.0, and the Semantic Web , 2008, J. Web Semant..

[6]  Lide Wu,et al.  Folksonomy as a Complex Network , 2005, ArXiv.

[7]  G. Yule,et al.  A Mathematical Theory of Evolution Based on the Conclusions of Dr. J. C. Willis, F.R.S. , 1925 .

[8]  M. Newman Power laws, Pareto distributions and Zipf's law , 2005 .

[9]  Vittorio Loreto,et al.  Semiotic dynamics and collaborative tagging , 2006, Proceedings of the National Academy of Sciences.

[10]  H. Simon,et al.  ON A CLASS OF SKEW DISTRIBUTION FUNCTIONS , 1955 .

[11]  Tim O'Reilly,et al.  What is Web 2.0: Design Patterns and Business Models for the Next Generation of Software , 2007 .

[12]  M. Naaman,et al.  Position Paper, Tagging, Taxonomy, Flickr, Article, ToRead , 2006 .

[13]  Bernardo A. Huberman,et al.  Usage patterns of collaborative tagging systems , 2006, J. Inf. Sci..

[14]  Mark E. J. Newman,et al.  Power-Law Distributions in Empirical Data , 2007, SIAM Rev..

[15]  Valentin Robu,et al.  The complex dynamics of collaborative tagging , 2007, WWW '07.