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Communication Dans Un Congrès Année : 2013

FoldCons: A Simple Way To Improve Tag Recommendation

Modou Gueye
  • Fonction : Auteur
  • PersonId : 949337
Talel Abdessalem
Hubert Naacke

Résumé

Tag recommendation is a major aspect of collaborative tagging systems. It aims to recommend tags to a user for tagging an item. In this paper we present a part of our work in progress which is a novel improvement of recommendations by re-ranking the output of a tag recommender. We mine association rules between candidates tags in order to determine a more consistent list of tags to recommend. Our method is an add-on one which leads to better recommendations as we show in this paper. It is easily parallelizable and morever it may be applied to a lot of tag recommenders. The experiments we did on five datasets with two kinds of tag recommender demonstrated the efficiency of our method.
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Dates et versions

hal-00913859 , version 1 (04-12-2013)

Identifiants

  • HAL Id : hal-00913859 , version 1

Citer

Modou Gueye, Talel Abdessalem, Hubert Naacke. FoldCons: A Simple Way To Improve Tag Recommendation. 5th ACM RecSys Workshop on Recommender Systems & the Social Web, Oct 2013, Hong Kong, Hong Kong SAR China. pp.Session: Tags. ⟨hal-00913859⟩
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