Improving Tag Recommendation Using Few Associations

@inproceedings{Leeuwen2012ImprovingTR,
  title={Improving Tag Recommendation Using Few Associations},
  author={Matthijs van Leeuwen and Diyah Puspitaningrum},
  booktitle={IDA},
  year={2012}
}
Collaborative tagging services allow users to freely assign tags to resources. As the large majority of users enters only very few tags, good tag recommendation can vastly improve the usability of tags for techniques such as searching, indexing, and clustering. Previous research has shown that accurate recommendation can be achieved by using conditional probabilities computed from tag associations. The main problem, however, is that enormous amounts of associations are needed for optimal… CONTINUE READING
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