Effective query expansion for federated search

Milad Shokouhi, Leif Azzopardi, Paul Thomas

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

17 Citations (Scopus)

Abstract

While query expansion techniques have been shown to improve retrieval performance in a centralized setting, they have not been well studied in a federated setting. In this paper, we consider how query expansion may be adapted to federated environments and propose several new methods: where focused expansions are used in a selective fashion to produce specific queries for each source (or a set of sources). On a number of different testbeds, we show that focused query expansion can significantly outperform the previously proposed global expansion method, and---contrary to earlier work---show that query expansion can improve performance over standard federated retrieval.

These findings motivate further research examining the different methods for query expansion, and other forms of system and user interaction, in order to continue improving the performance of interactive federated search systems.
LanguageEnglish
Title of host publicationSIGIR '09 Proceedings of the 32nd International ACM SIGIR Conference on Research and Development in Information Retrieval
Place of PublicationNew York, NY, USA
Pages427-434
Number of pages8
DOIs
Publication statusPublished - 19 Jul 2009
Externally publishedYes

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performance
interaction

Keywords

  • distributed information retrieval
  • query expansion

Cite this

Shokouhi, M., Azzopardi, L., & Thomas, P. (2009). Effective query expansion for federated search. In SIGIR '09 Proceedings of the 32nd International ACM SIGIR Conference on Research and Development in Information Retrieval (pp. 427-434). New York, NY, USA. https://doi.org/10.1145/1571941.1572015
Shokouhi, Milad ; Azzopardi, Leif ; Thomas, Paul. / Effective query expansion for federated search. SIGIR '09 Proceedings of the 32nd International ACM SIGIR Conference on Research and Development in Information Retrieval. New York, NY, USA, 2009. pp. 427-434
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Shokouhi, M, Azzopardi, L & Thomas, P 2009, Effective query expansion for federated search. in SIGIR '09 Proceedings of the 32nd International ACM SIGIR Conference on Research and Development in Information Retrieval. New York, NY, USA, pp. 427-434. https://doi.org/10.1145/1571941.1572015

Effective query expansion for federated search. / Shokouhi, Milad; Azzopardi, Leif; Thomas, Paul.

SIGIR '09 Proceedings of the 32nd International ACM SIGIR Conference on Research and Development in Information Retrieval. New York, NY, USA, 2009. p. 427-434.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

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Shokouhi M, Azzopardi L, Thomas P. Effective query expansion for federated search. In SIGIR '09 Proceedings of the 32nd International ACM SIGIR Conference on Research and Development in Information Retrieval. New York, NY, USA. 2009. p. 427-434 https://doi.org/10.1145/1571941.1572015