Fair and balanced: learning to present news stories

@inproceedings{Ahmed2012FairAB,
  title={Fair and balanced: learning to present news stories},
  author={Amr Ahmed and Choon Hui Teo and S. V. N. Vishwanathan and Alexander J. Smola},
  booktitle={WSDM},
  year={2012}
}
Relevance, diversity and personalization are key issues when presenting content which is apt to pique a user's interest. This is particularly true when presenting an engaging set of news stories. In this paper we propose an efficient algorithm for selecting a small subset of relevant articles from a streaming news corpus. It offers three key pieces of improvement over past work: 1) It is based on a detailed model of a user's viewing behavior which does not require explicit feedback. 2) We use… CONTINUE READING
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