Skip to main content

Processing Queries in Session in a Quantum-Inspired IR Framework

  • Conference paper
Advances in Information Retrieval (ECIR 2011)

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 6611))

Included in the following conference series:

Abstract

In a search session, users tend to reformulate their queries, for instance because they want to generalise or specify them, or because they are undergoing a drift in their information need. This motivates to regard queries not in isolation, but within the session they are embedded in. In this poster, we propose an approach inspired by quantum mechanics to represent queries and their reformulations as density operators. Differently constructed densities can potentially be applied for different types of query reformulation. To do so, we propose and discuss indicators that can hint us to the type of query reformulation we are dealing with.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 84.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Boldi, P., Bonchi, F., Castillo, C., Donato, D., Gionis, A., Vigna, S.: The query-flow graph: model and applications. In: CIKM (2008)

    Google Scholar 

  2. Nielsen, M.A., Chuang, I.L.: Quantum Computation and Quantum Interaction. Cambridge University Press, Cambridge (2000)

    MATH  Google Scholar 

  3. Piwowarski, B., Frommholz, I., Lalmas, M., Van Rijsbergen, K.: What can Quantum Theory Bring to Information Retrieval? In: CIKM (October 2010)

    Google Scholar 

  4. van Rijsbergen, C.J.: The Geometry of Information Retrieval. Cambridge University Press, New York (2004)

    Book  MATH  Google Scholar 

  5. Zhai, C., Lafferty, J.: A risk minimization framework for information retrieval. Information Processing & Management 42(1) (2006)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2011 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Frommholz, I., Piwowarski, B., Lalmas, M., van Rijsbergen, K. (2011). Processing Queries in Session in a Quantum-Inspired IR Framework. In: Clough, P., et al. Advances in Information Retrieval. ECIR 2011. Lecture Notes in Computer Science, vol 6611. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-20161-5_86

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-20161-5_86

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-20160-8

  • Online ISBN: 978-3-642-20161-5

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics