Exploring personalized searches using tag-based user profiles and resource profiles in folksonomy

@article{Cai2014ExploringPS,
  title={Exploring personalized searches using tag-based user profiles and resource profiles in folksonomy},
  author={Yi Cai and Qing Li and Haoran Xie and Huaqing Min},
  journal={Neural networks : the official journal of the International Neural Network Society},
  year={2014},
  volume={58},
  pages={98-110}
}
With the increase in resource-sharing websites such as YouTube and Flickr, many shared resources have arisen on the Web. Personalized searches have become more important and challenging since users demand higher retrieval quality. To achieve this goal, personalized searches need to take users' personalized profiles and information needs into consideration. Collaborative tagging (also known as folksonomy) systems allow users to annotate resources with their own tags, which provides a simple but… CONTINUE READING
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