Concept-based interactive query expansion

@inproceedings{Fonseca2005ConceptbasedIQ,
  title={Concept-based interactive query expansion},
  author={Bruno M. Fonseca and Paulo Braz Golgher and Bruno P{\^o}ssas and Berthier A. Ribeiro-Neto and Nivio Ziviani},
  booktitle={CIKM},
  year={2005}
}
Despite the recent advances in search quality, the fast increase in the size of the Web collection has introduced new challenges for Web ranking algorithms. In fact, there are still many situations in which the users are presented with imprecise or very poor results. One of the key difficulties is the fact that users usually submit very short and ambiguous queries, and they do not fully specify their information needs. That is, it is necessary to improve the query formation process if better… CONTINUE READING
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  • Using a Web test collection, we show that our approach leads to gains in average precision figures of roughly 32%. Further, if the user also provides information on the type of relation between his query and the selected concept, the gains in average precision go up to roughly 52%.
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