Social media filtering based on collaborative tagging in semantic space

@article{Kim2010SocialMF,
  title={Social media filtering based on collaborative tagging in semantic space},
  author={Heung-Nam Kim and Andrew Roczniak and Pierre L{\'e}vy and Abdulmotaleb El-Saddik},
  journal={Multimedia Tools and Applications},
  year={2010},
  volume={56},
  pages={63-89}
}
We propose a semantic collaborative filtering method to enhance recommendation quality derived from user-generated tags. Social tagging is employed as an approach in order to grasp and filter users’ preferences for items. In addition, we explore several advantages of semantic tagging for ambiguity, synonymy, and semantic interoperability, which are notable challenges in information filtering. The proposed approach first determines semantically similar users using social tagging and subsequently… CONTINUE READING
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