Skip to main content

Empirical Analysis of Database Privacy Using Twofold Integrals

  • Conference paper
Computational Intelligence and Security (CIS 2005)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 3801))

Included in the following conference series:

Abstract

Record linkage is a technique for linking records of different files that correspond to the same individual. Traditional record linkage methods needs that the files have some common variables to permit such link. In this paper we study the possibility of applying record linkage techniques when the files do not share variables. In this case we establish links based on structural information. For extracting this structural information we use in this paper twofold integrals.

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 129.00
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 169.99
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. Agrawal, R., Srikant, R.: Privacy Preserving Data Mining. In: Proc. of the ACM SIGMOD Conference on Management of Data, pp. 439–450 (2000)

    Google Scholar 

  2. Data Extraction System, U.S. Census Bureau, http://www.census.gov/DES/www/welcome.html

  3. Mesiar, R., Mesiarová, A.: Fuzzy integrals. In: Torra, V., Narukawa, Y. (eds.) MDAI 2004. LNCS (LNAI), vol. 3131, pp. 7–14. Springer, Heidelberg (2004)

    Chapter  Google Scholar 

  4. Narukawa, Y., Torra, V.: Twofold integral and Multi-step Choquet integral. Kybernetika 40(1), 39–50 (2004)

    MathSciNet  Google Scholar 

  5. Nin, J., Torra, V.: Towards the use of OWA operators for record linkage. Proc. of the European Soc. on Fuzzy Logic and Technologies (2005) (in press)

    Google Scholar 

  6. Rahm, E., Bernstein, P.A.: A survey of approaches to automatic schema matching. The VLDB Journal 10, 334–350 (2001)

    Article  MATH  Google Scholar 

  7. Sugeno, M.: Theory of Fuzzy Integrals and its Applications (PhD Dissertation), Tokyo, Japan. Tokyo Institute of Technology (1974)

    Google Scholar 

  8. Torra, V., Domingo-Ferrer, J.: Record linkage methods for multidatabase data mining. In: Torra, V. (ed.) Information Fusion in Data Mining, pp. 101–132. Springer, Heidelberg (2003)

    Google Scholar 

  9. Torra, V., Nin, J.: Record linkage in databases not sharing attributes using fuzzy integrals. Manuscript (2005)

    Google Scholar 

  10. Torra, V.: Twofold integral: A Choquet integral and Sugeno integral generalization. Butlletí de l’Associació Catalana d’Intel · ligència Artificial 29, 13–19 (2003) (in Catalan). Preliminary version: IIIA Research Report TR-2003-08 (in English)

    Google Scholar 

  11. Torra, V.: OWA operators in data modeling and re-identification. IEEE Trans. on Fuzzy Systems 12(5), 652–660 (2004)

    Article  Google Scholar 

  12. Willenborg, L., de Waal, T.: Elements of Statistical Disclosure Control. Lecture Notes in Statistics. Springer, Heidelberg (2001)

    Book  MATH  Google Scholar 

  13. Winkler, W.E.: Data Cleaning Methods. In: Proc. SIGKDD 2003, Washington (2003)

    Google Scholar 

  14. Winkler, W.E.: Re-identification methods for masked microdata. In: Domingo-Ferrer, J., Torra, V. (eds.) PSD 2004. LNCS, vol. 3050, pp. 216–230. Springer, Heidelberg (2004)

    Chapter  Google Scholar 

  15. Yager, R.R.: On ordered weighted averaging aggregation operators in multi-criteria decision making. IEEE Trans. Syst., Man, Cybern. 18, 183–190 (1988)

    Article  MATH  MathSciNet  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2005 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Nin, J., Torra, V. (2005). Empirical Analysis of Database Privacy Using Twofold Integrals. In: Hao, Y., et al. Computational Intelligence and Security. CIS 2005. Lecture Notes in Computer Science(), vol 3801. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11596448_1

Download citation

  • DOI: https://doi.org/10.1007/11596448_1

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-30818-8

  • Online ISBN: 978-3-540-31599-5

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics