Skip to main content

Fuzzy Indices of Document Reliability

  • Conference paper
Applications of Fuzzy Sets Theory (WILF 2007)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 4578))

Included in the following conference series:

Abstract

This paper presents a first step toward the formalization of the concept of document reliability in the context of Information Retrieval (and Information Filtering). Our proposal is based on the hypothesis that the evaluation of the relevance of a document can also depend on the concept of reliability of a document. This concept has the following properties: (i) it is user-dependent, i.e., a document may be reliable for a user and not reliable for another user; (ii) it is source-dependent, i.e., the source which a document comes from may influence its reliability for a user; and (iii) it is also author-dependent, i.e., the information about who wrote the document may also influence the user when assessing the reliability of a document.

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. Alexander, J.E., Tate, M.A.: Web Wisdom: How to Evaluate and Create Information Quality on the Web. Lawrence Erlbaum Associates Inc., Mahwah, NJ, USA (1999)

    Google Scholar 

  2. Brin, S., Page, L.: The anatomy of a large-scale hypertextual Web search engine. Computer Networks and ISDN Systems 30(1–7), 107–117 (1998)

    Article  Google Scholar 

  3. Bruce, B.: Credibility of the web: Why we need dialectical reading. Journal of Philosofy of Education 34, 97–109 (2000)

    Article  Google Scholar 

  4. Burbukes, N.C.: Paradoxes of the web: The ethical dimensions of credibility. Library Trends 49, 441–453 (2001)

    Google Scholar 

  5. Dubois, D., Prade, H.: Possibility Theory – An approach to Computerized processing of Uncertainty. Plenum Press, New York (1988)

    MATH  Google Scholar 

  6. Fallis, D.: On verifying the accuracy of information: Philosophical perspectives. Library Trends 52(3), 463–487 (2004)

    Google Scholar 

  7. Ketelaar, E.: Can we trust information? International Information and Library Review 29, 333–338 (2004)

    Google Scholar 

  8. Ley, M.: Estimated impact of publication venues in computer science (2003)

    Google Scholar 

  9. Lynch, C.A.: When documents deceive: Trust and provenance as new factors for information retrieval in a tangled web. Journal of the American Society for Information Science and Technology 52(1), 12–17 (2001)

    Article  Google Scholar 

  10. Matthew, R., Agrawal, R., Domingos, P.: Trust management for the semantic web (2003)

    Google Scholar 

  11. Tomlin, J.A.: A new paradigm for ranking pages on the world wide web. In: WWW 2003. Proceedings of the 12th international conference on World Wide Web, pp. 350–355. ACM Press, New York, NY, USA (2003)

    Chapter  Google Scholar 

  12. (Calvin) Xu, Y., Chen, Z.: Relevance judgment: What do information users consider beyond topicality? J. Am. Soc. Inf. Sci. Technol. 57(7), 961–973 (2006)

    Article  Google Scholar 

  13. Zadeh, L.A.: Fuzzy sets. Information and Control 8, 338–353 (1965)

    Article  MATH  MathSciNet  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Francesco Masulli Sushmita Mitra Gabriella Pasi

Rights and permissions

Reprints and permissions

Copyright information

© 2007 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

da Costa Pereira, C., Pasi, G. (2007). Fuzzy Indices of Document Reliability. In: Masulli, F., Mitra, S., Pasi, G. (eds) Applications of Fuzzy Sets Theory. WILF 2007. Lecture Notes in Computer Science(), vol 4578. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-73400-0_14

Download citation

  • DOI: https://doi.org/10.1007/978-3-540-73400-0_14

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-73399-7

  • Online ISBN: 978-3-540-73400-0

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics