UGent Participation in the Microblog Track 2012

نویسندگان

  • Thong Hoang Van Duc
  • Thomas Demeester
  • Johannes Deleu
  • Piet Demeester
  • Chris Develder
چکیده

In this paper, we describe the search system, developed at Ghent University for the TREC 2012 Microblog Track in order to rank Twitter messages or ‘tweets’ from a fixed corpus in response to a number of search requests. Our system ranks the tweets based on a Logistic Regression classifier trained with data from the Microblog Track 2011. The features used for training the classifier include local tweets features, but also, query expansion and tweet expansion features, based on external Web data, which appear to significantly improve results.

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تاریخ انتشار 2012