On using inter-document relations in microblog retrieval

Jesus A. Rodriguez Perez, Yashar Moshfeghi, Joemon M. Jose

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

4 Citations (Scopus)

Abstract

Microblog Ad-hoc retrieval has received much attention in recent years. As a result of the high vocabulary diversity of the publishing users, a mismatch is formed between the queries being formulated and the tweets representing the actual topics. In this work, we present a re-ranking approach relying on inter-document relations, which attempts to bridge this gap. Experiments with TREC's Microblog 2012 collection show that including such information in the retrieval process, statistically significantly improves retrieval effectiveness in terms of Precision and MAP, when the baseline performs well as a starting point.
Original languageEnglish
Title of host publicationProceedings of the 22nd International Conference on World Wide Web
Place of PublicationNew York, NY, USA
Pages75-76
Number of pages2
DOIs
Publication statusPublished - 2013

Publication series

NameWWW '13 Companion
PublisherACM

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Keywords

  • diversification
  • ad-hoc retrieval
  • re-ranking
  • microblog
  • information retrieval

Cite this

Rodriguez Perez, J. A., Moshfeghi, Y., & Jose, J. M. (2013). On using inter-document relations in microblog retrieval. In Proceedings of the 22nd International Conference on World Wide Web (pp. 75-76). (WWW '13 Companion). New York, NY, USA. https://doi.org/10.1145/2487788.2487820