Skip to main content

A Model Based on Outranking for Database Preference Queries

  • Conference paper

Part of the book series: Communications in Computer and Information Science ((CCIS,volume 81))

Abstract

In this paper, we describe an approach to database preference queries based on the notion of outranking, suited to the case where partial preferences are incommensurable. This model constitutes an alternative to the use of Pareto order. Even though outranking does not define an order in the strict sense of the term, we describe a technique which yields a complete pre-order, based on a global aggregation of the outranking degrees computed for each pair of tuples.

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

Buying options

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

Learn about institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Bosc, P., Pivert, O.: SQLf: A relational database language for fuzzy querying. IEEE Trans. Fuzzy Syst. 3(1), 1–17 (1995)

    Article  MathSciNet  Google Scholar 

  2. Dubois, D., Prade, H.: Using fuzzy sets in flexible querying: Why and how? In: Proc. of FQAS 1996, pp. 89–103 (1996)

    Google Scholar 

  3. Bőrzsőnyi, S., Kossmann, D., Stocker, K.: The skyline operator. In: Proc. of ICDE 2001, pp. 421–430 (2001)

    Google Scholar 

  4. Kießling, W.: Foundations of preferences in database systems. In: Proc. of VLDB 2002, pp. 311–322 (2002)

    Google Scholar 

  5. Kießling, W., Köstler, G.: Preference SQL — Design, implementation, experiences. In: Proc. of VLDB 2002, pp. 990–1001 (2002)

    Google Scholar 

  6. Chomicki, J.: Preference formulas in relational queries. ACM Trans. Database Syst. 28(4), 427–466 (2003)

    Article  Google Scholar 

  7. Agrawal, R., Wimmers, E.: A framework for expressing and combining preferences. In: SIGMOD 2000, pp. 297–306 (2000)

    Google Scholar 

  8. Roy, B.: The outranking approach and the foundations of ELECTRE methods. Theory and Decision 31, 49–73 (1991)

    Article  MathSciNet  Google Scholar 

  9. Bartolini, I., Ciaccia, P., Patella, M.: Efficient sort-based skyline evaluation. ACM Trans. Database Syst. 33(4), 1–49 (2008)

    Article  Google Scholar 

  10. Lin, X., Yuan, Y., Zhang, Q., Zhang, Y.: Selecting stars: the k most representative skyline operator. In: ICDE 2007, pp. 86–95 (2007)

    Google Scholar 

  11. Chan, C., Jagadish, H., Tan, K., Tung, A., Zhang, Z.: Finding k-dominant skylines in high dimensional space. In: Proc. of SIGMOD 2006, pp. 503–514 (2006)

    Google Scholar 

  12. Chan, C., Jagadish, H., Tan, K., Tung, A., Zhang, Z.: On high dimensional skylines. In: Ioannidis, Y., Scholl, M.H., Schmidt, J.W., Matthes, F., Hatzopoulos, M., Böhm, K., Kemper, A., Grust, T., Böhm, C. (eds.) EDBT 2006. LNCS, vol. 3896, pp. 478–495. Springer, Heidelberg (2006)

    Chapter  Google Scholar 

  13. Bruno, N., Chaudhuri, S., Gravano, L.: Top-k selection queries over relational databases: mapping strategies and performance evaluation. ACM Trans. Database Syst. 27(2), 153–187 (2002)

    Article  Google Scholar 

  14. Boutilier, C., Brafman, R., Domshlak, C., Hoos, H., Poole, D.: CP-nets: A tool for representing and reasoning with conditional ceteris paribus preference statements. J. Artif. Intell. Res. (JAIR) 21, 135–191 (2004)

    MATH  MathSciNet  Google Scholar 

  15. Brafman, R., Domshlak, C.: Database preference queries revisited. Technical report, TR2004-1934, Cornell University (2004)

    Google Scholar 

  16. Perny, P., Roy, B.: The use of fuzzy outranking relations in preference modelling. Fuzzy Sets and Systems 49(1), 33–53 (1992)

    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

© 2010 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Bosc, P., Pivert, O., Smits, G. (2010). A Model Based on Outranking for Database Preference Queries. In: Hüllermeier, E., Kruse, R., Hoffmann, F. (eds) Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications. IPMU 2010. Communications in Computer and Information Science, vol 81. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-14058-7_10

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-14058-7_10

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-14057-0

  • Online ISBN: 978-3-642-14058-7

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics