Skip to main content

Consistent Answers from Integrated Data Sources

  • Conference paper
  • First Online:

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 2522))

Abstract

When data sources are integrated into a single global system, inconsistencies wrt global integrity constraints are likely to occur. In this paper, the notion of consistent answer to a global query in the context of the local-as-view approach to data integration is characterized. Furthermore, a methodology for generating query plans for retrieving consistent answers to global queries is introduced. For this purpose, an extension of the inverse-rules algorithm for derivingquery plans for answeringfirstorder queries is presented.

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   39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD   54.99
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. Abiteboul, S.; Hull, R. and Vianu, V. Foundations of Databases. Addison-Wesley, 1995.

    Google Scholar 

  2. Abiteboul, A. and Duschka, O. Complexity of AnsweringQueries UsingMaterialized Views. In Proc. 9th Annual ACM Symp. on the Theory of Computing, ACM Press, 1998, pp. 254–263.

    Google Scholar 

  3. Arenas, M.; Bertossi, L. and Chomicki, J. Consistent Query Answers in Inconsistent Databases. In Proc. ACM Symposium on Principles of Database Systems (ACM PODS’99), ACM Press, 1999, pp. 68–79.

    Google Scholar 

  4. Arenas, M.; Bertossi, L. and Chomicki, J. Specifyingand QueryingDatabase Repairs Using Logic Programs with Exceptions. In Flexible Query Answering Systems. Recent Developments. H. Larsen, J. Kacprzyk, S. Zadrozny, H. Christiansen (eds.), Springer, 2000, pp. 27–41.

    Google Scholar 

  5. Bertossi, L.; Chomicki, J.; Cortes, A. and Gutierrez, C. Consistent Answers from Integrated Data Sources. Extended version. May 2002. http://www.scs.carleton.ca/∼bertossi/papers/paperleo14.ps

  6. Barcelo, P. and Bertossi, L. Repairing Databases with Annotated Predicate Logic. In Proc. Ninth International Workshop on Non-Monotonic Reasoning (NMR’2002). Special session on Changing and Integrating Information: From Theory to Practice. S. Benferhat and E. Giunchiglia (eds.), Morgan Kaufmann Publishers, 2002, pp. 160–170.

    Google Scholar 

  7. Cali, A.; Calvanese, D.; De Giacomo, G. and Lenzerini, M. Data integration Under Integrity Constraints. In Proc. of the 14th Conf. on Advanced Information Systems Engineering (CAiSE 2002), Springer LNCS 2348, 2002, pp. 262–279.

    Google Scholar 

  8. Duschka, O.; Genesereth, M. and Levy, A. Recursive Query Plans for Data Integration. Journal of Logic Programming, 2000, 43(1):49–73.

    Article  MATH  MathSciNet  Google Scholar 

  9. Grahne, G. and Mendelzon, A. Tableau Techniques for QueryingInformation Sources through Global Schemas. In Proc. of the Int. Conf. on Database Theory (ICDT’99), Springer LNCS 1540, 1999, pp. 332–347.

    Google Scholar 

  10. Grant, J. and Minker, M. A Logic-based Approach to Data Integration. Theory and Practice of Logic Programming, 2002, 2(3):323–368.

    Article  MATH  MathSciNet  Google Scholar 

  11. Greco, G.; Greco, S. and Zumpano, E. A Logic Programming Approach to the Integration, Repairingand Queryingof Inconsistent Databases. In Proc. 17th International Conference on Logic Programming (ICLP’01), Ph. Codognet (ed.), Springer LNCS 2237, 2001, pp. 348–364.

    Google Scholar 

  12. Gryz, J. Query RewritingUsingViews in the Presence of Functional and Inclusion Dependencies. Information Systems, 1999, 24(7):597–612.

    Article  MATH  Google Scholar 

  13. Halevy, A. Answering Queries usingViews: A Survey. VLDB Journal, 2001, 10(4):270–294.

    Article  MATH  Google Scholar 

  14. Lembo, D.; Lenzerini, M. and Rosati, R. Source Inconsistency and Incompleteness in Data Integration. In Proc. of the 9th International Workshop Knowledge Representation meets Databases (KRDB’02), 2002. http://www.CEUR-WS.org/Vol-54/

  15. Levy, A.; Rajaraman, A. and Ordille, J. QueryingHeterog eneous Information Sources usingSource Descriptions. In Proceedings of the 22nd International Conference on Very Large Databases (VLDB’96), Morgan Kaufmann Publishing Co., 1996, pp. 251–262.

    Google Scholar 

  16. Lloyd, J. Foundations of Logic Programming. Springer, 1987.

    Google Scholar 

  17. Millstein, T.; Levy, A. and Friedman, M. Query Containment for Data Integration Systems. In Proc. of the ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems (PODS’00), ACM Press, 2000, pp. 67–75.

    Google Scholar 

  18. Pottinger, R. and Levy, A. A Scalable Algorithm for Answering Queries UsingViews. In Proceedings of the 26th International Conference on Very Large Databases (VLDB’00), Morgan Kaufmann Publishing Co., 2000, pp. 484–495.

    Google Scholar 

  19. Ramakrishnan, R.; Sagiv, Y.; Ullman, J. D. and Vardi, M. Y. Proof-tree Transformation Theorems and their Applications. In Proceedings ACM SIGACT-SIGMODSIGART Symposium on Principles of Database Systems, (PODS’89), ACM Press, 1989, pp. 172–181.

    Google Scholar 

  20. Ullman, J. Information Integration using Logical Views. In Proc. of the Int. Conf. on Database Theory (ICDT’97), Springer LNCS 1186, 1997, pp. 19–40.

    Google Scholar 

  21. Ullman, J. D. Information Integration Using Logical Views. Theoretical Computer Science, 2000, 239(2):189–210.

    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

© 2002 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Bertossi, L., Chomicki, J., Cortés, A., Gutiérrez, C. (2002). Consistent Answers from Integrated Data Sources. In: Carbonell, J.G., Siekmann, J., Andreasen, T., Christiansen, H., Motro, A., Legind Larsen, H. (eds) Flexible Query Answering Systems. FQAS 2002. Lecture Notes in Computer Science(), vol 2522. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-36109-X_6

Download citation

  • DOI: https://doi.org/10.1007/3-540-36109-X_6

  • Published:

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-00074-7

  • Online ISBN: 978-3-540-36109-1

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics