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Bibsonomy Dataset (2008 ECML PKDD Challenge)

https://www.kde.cs.uni-kassel.de/ws/rsdc08

Tag recommendation (all items)

F1 Strategy Reported by Notes
0.19325 Similarity between user and document features Tatu et al., 2008 Personalized Predictions
0.18674 Generated features for each document, then did some expansion then selected on tags previously assigned by this user. Lipczak 2008 Personalized Predictions
0.0852 OvR Naïve Bayes Katakis et al., 2008 Personalized Predictions

References

  • Lipczak 2008: Tag Recommendation for Folksonomies Oriented towards Individual Users

  • Katakis et al., 2008: Multilabel Text Classification for Automated Tag Suggestion

  • Tatu et al., 2008: Tag Recommendations using Bookmark Content