Spectral Clustering in Social-Tagging Systems

@inproceedings{Nanopoulos2009SpectralCI,
  title={Spectral Clustering in Social-Tagging Systems},
  author={Alexandros Nanopoulos and Hans-Henning Gabriel and Myra Spiliopoulou},
  booktitle={WISE},
  year={2009}
}
Social tagging is an increasingly popular phenomenon with substantial impact on the way we perceive and understand the Web. For the many Web resources that are not self-descriptive, such as images, tagging is the sole way of associating them with concepts explicitly expressed in text. Consequently, users are encouraged to assign tags to Web resources, and tag recommenders are being developed to stimulate the re-use of existing tags in a consistent way. However, a tag still and inevitably… CONTINUE READING
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