Skip to main content

On the Use of Explanations as Mediating Device for Relevance Feedback

  • Conference paper
  • First Online:
Research and Advanced Technology for Digital Libraries (ECDL 2002)

Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 2458))

Included in the following conference series:

Abstract

In this paper we examine the role of explanations as a means of facilitating the use of relevance feedback in information retrieval systems. We do this with particular reference to previous experimental work. This demonstrates that explanations can increase the user’s willingness to interact more fully with the system. We outline the general conclusions from this experimental work and discuss the implications for interactive IR systems that incorporate relevance feedback.

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. Belkin, N. J. On the nature and function of explanation in intelligent information retrieval. Proceedings of the 11th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval. Grenoble. (1988) 135–145

    Google Scholar 

  2. Cawsey, A. Explanation and interaction: the computer generation of explanatory dialogues. MIT Press. (1992)

    Google Scholar 

  3. Dennis, S., McArthur, R. and Bruza, P. Searching the WWW made easy? The Cognitive Load imposed by Query Refinement Mechanisms. Proceedings of the Third Australian Document Computing Symposium. (1998)

    Google Scholar 

  4. Fowkes, H. and Beaulieu, M. Interactive searching behaviour: Okapi experiment for TREC-8. IRSG 2000 Colloquium on IR Research. electronic Workshops in Computing. Cambridge. (2000)

    Google Scholar 

  5. Harman, D. Relevance feedback and other query modification techniques. Information Retrieval: Data Structures & Algorithms. Englewood Cliffs: Prentice Hall. (W.B. Frakes and R. Baeza-Yates ed). Chapter 11. ( 1992) 241–263

    Google Scholar 

  6. Ingwersen, P. and Willett, P. An introduction to algorithmic and cognitive approaches for information retrieval. Libri. 45, 3/4. (1995) 160–177

    Article  Google Scholar 

  7. Ruthven, I. Abduction, explanation and relevance feedback. PhD Thesis. University of Glasgow. (2001)

    Google Scholar 

  8. Ruthven, I., Lalmas, M. and van Rijsbergen, C. J. Incorporating User Search Behaviour into Relevance Feedback. 2002 (Submitted for Publication).

    Google Scholar 

  9. Ruthven, I., Tombros, A. and Jose, J. A study on the use of summaries and summary-based query expansion for a question-answering task. 23rd BCS European Annual Colloquium on Information Retrieval Research (ECIR 2001). Darmstadt. (2001)

    Google Scholar 

  10. Salton, G. and Buckley, C. Improving retrieval performance by relevance feedback. Journal of the American Society for Information Science. 41. 4. (1990) 288–297

    Article  Google Scholar 

  11. Shneiderman, B., Byrd, D. and Croft, W. B. Sorting out Searching: A User-Interface Framework for Text Searches. Communications of the ACM. 41. 4. (1998) 95–98

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2002 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Ruthven, I. (2002). On the Use of Explanations as Mediating Device for Relevance Feedback. In: Agosti, M., Thanos, C. (eds) Research and Advanced Technology for Digital Libraries. ECDL 2002. Lecture Notes in Computer Science, vol 2458. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-45747-X_25

Download citation

  • DOI: https://doi.org/10.1007/3-540-45747-X_25

  • Published:

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-44178-6

  • Online ISBN: 978-3-540-45747-3

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics