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- exploiting-session-like-behaviors-in-tag-predictio creator brian-d-davison.
- exploiting-session-like-behaviors-in-tag-predictio creator dawei-yin.
- exploiting-session-like-behaviors-in-tag-predictio creator liangjie-hong.
- exploiting-session-like-behaviors-in-tag-predictio type InProceedings.
- exploiting-session-like-behaviors-in-tag-predictio label "Exploiting Session-Like Behaviors in Tag Prediction".
- exploiting-session-like-behaviors-in-tag-predictio sameAs exploiting-session-like-behaviors-in-tag-predictio.
- exploiting-session-like-behaviors-in-tag-predictio abstract "In social bookmarking systems, existing methods in tag prediction have shown that the performance of prediction can be significantly improved by modeling users preferences. However, these preferences are usually treated as constant over time, neglecting the temporal factor within users behaviors. In this paper, we study the problem of session-like behavior in social tagging systems and demonstrate that the predictive performance can be improved by considering sessions. Experiments, conducted on three public datasets, show that our session-based method can outperform baselines and two state-of-the-art algorithms significantly.".
- exploiting-session-like-behaviors-in-tag-predictio hasAuthorList authorList.
- exploiting-session-like-behaviors-in-tag-predictio hasTopic World_Wide_Web.
- exploiting-session-like-behaviors-in-tag-predictio isPartOf proceedings.
- exploiting-session-like-behaviors-in-tag-predictio title "Exploiting Session-Like Behaviors in Tag Prediction".