Improving the effectiveness of collaborative recommendation with ontology-based user profiles

@inproceedings{Sieg2010ImprovingTE,
  title={Improving the effectiveness of collaborative recommendation with ontology-based user profiles},
  author={Ahu Sieg and Bamshad Mobasher and R. Burke},
  booktitle={HetRec '10},
  year={2010}
}
Collaborative recommendation is effective at representing a user's overall interests and tastes, and finding peer users that can provide good recommendations. However, it remains a challenge to make collaborative recommendation sensitive to a user's specific context and to the changing shape of user interests over time. Our approach to building context-sensitive collaborative recommendation is a hybrid one that incorporates semantic knowledge in the form of a domain ontology. User profiles are… CONTINUE READING
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