Skip to main content

Uncertain XML Functional Dependencies Based on Tree Tuple Models

  • Conference paper
Web-Age Information Management (WAIM 2012)

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 7419))

Included in the following conference series:

Abstract

With the increase of uncertain data in many new applications, such as sensor network, data integration, web extraction, etc, uncertainty both in relational databases and XML datasets has attracted more and more research interests in recent years. As functional dependencies are critical and necessary to schema design in relational databases and XML datasets, it is also significant to study the functional dependencies and their applications in uncertain XML datasets. This paper proposed three new kinds of functional dependencies based on tree tuple mode for uncertain XML datasets. We also give a set of sound and complete inference rules and two applications, such as to test whether an uncertain XML dataset satisfies a given functional dependency and to find a closed set for a given uncertain XML dataset.

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 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

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Abiteboul, S., Hull, R., Vianu, V.: Foundations of Databases. Addison-Wesley, Boston (1995)

    MATH  Google Scholar 

  2. Ullman, J.D.: Principles of Database and Knowledge-Base Systems, vol. 1. Computer Science Press, New York (1988)

    Google Scholar 

  3. Koudas, N., Saha, A., Srivastava, D., Venkatasubramanian, S.: Metric functional dependencies. In: Proc. of the 25th International Conference on Data Engineering, pp. 1275–1278. IEEE Computer Society Press, New York (2009)

    Google Scholar 

  4. Bohanno, P., Fan, W., Geerts, F., Jia, X., Kementsietsidis, A.: Conditional functional dependencies for data cleaning. In: Proc. of the 23rd International Conference on Data Engineering, pp. 746–755. IEEE Computer Society Press, New York (2007)

    Chapter  Google Scholar 

  5. Janosi-Rancz, K.T., Varga, V., Nagy, T.: Detecting XML Functional Dependencies through Formal Concept Analysis. In: Catania, B., Ivanović, M., Thalheim, B. (eds.) ADBIS 2010. LNCS, vol. 6295, pp. 595–598. Springer, Heidelberg (2010)

    Chapter  Google Scholar 

  6. Li Lee, M., Ling, T.-W., Low, W.L.: Designing Functional Dependencies for XML. In: Jensen, C.S., Jeffery, K., Pokorný, J., Šaltenis, S., Bertino, E., Böhm, K., Jarke, M. (eds.) EDBT 2002. LNCS, vol. 2287, pp. 124–141. Springer, Heidelberg (2002)

    Chapter  Google Scholar 

  7. Liu, J., Vincent, M.W., Liu, C.: Functional Dependencies, from Relational to XML. In: Broy, M., Zamulin, A.V. (eds.) PSI 2003. LNCS, vol. 2890, pp. 531–538. Springer, Heidelberg (2004)

    Chapter  Google Scholar 

  8. Liu, J., Vincent, M., Liu, C.: Local XML functional dependencies. In: Proc. of 5th ACM CIKM International Workshop on Web Information and Data Management, pp. 23–28. ACM, New York (2003)

    Google Scholar 

  9. Vincent, M.W., Liu, J.: Functional Dependencies for XML. In: Zhou, X., Zhang, Y., Orlowska, M.E. (eds.) APWeb 2003. LNCS, vol. 2642, pp. 22–34. Springer, Heidelberg (2003)

    Chapter  Google Scholar 

  10. Vincent, M., Liu, J., Liu, C.: Strong functional dependencies and their application to normal forms in XML. TODS 29, 445–462 (2004)

    Article  Google Scholar 

  11. Yan, P., Lv, T.: Functional dependencies in XML documents. In: Proc. of the 8th Asia Pacific Web Conference Workshop, pp. 29–37. Springer, Heidelberg (2006)

    Google Scholar 

  12. Hartmann, S., Link, S.: More Functional Dependencies for XML. In: Kalinichenko, L.A., Manthey, R., Thalheim, B., Wloka, U. (eds.) ADBIS 2003. LNCS, vol. 2798, pp. 355–369. Springer, Heidelberg (2003)

    Chapter  Google Scholar 

  13. Hartmann, S., Link, S., Trinh, T.: Solving the Implication Problem for XML Functional Dependencies with Properties. In: Dawar, A., de Queiroz, R. (eds.) WoLLIC 2010. LNCS, vol. 6188, pp. 161–175. Springer, Heidelberg (2010)

    Chapter  Google Scholar 

  14. Lv, T., Yan, P.: Removing XML data redundancies by constraint-tree-based functional dependencies. In: Proc. of ISECS International Colloquium on Computing, Communication, Control, and Management, pp. 595–599. IEEE Computer Society, Washington, DC (2008)

    Chapter  Google Scholar 

  15. Lv, T., Yan, P.: XML normal forms based on constraint-tree-based functional dependencies. In: Proc. of Joint 9th Asia-Pacific Web Conference and 8th International Conference on Web-Age Information Management Workshops, pp. 348–357. Springer, Heidelberg (2007)

    Google Scholar 

  16. Vo, L.T.H., Cao, J., Rahayu, W.: Discovering conditional functional dependencies in XML data. In: Proc. of the 22nd Australasian Database Conference, pp. 143–152. Australian Computer Society, Sydney (2010)

    Google Scholar 

  17. Wang, D.Z., Dong, L., Sarma, A.D., Franklin, M.J., Halevy, A.Y.: Functional dependency generation and applications in pay-as-you-go data integration systems. In: Proc. of the 12th International Workshop on the Web and Databases, http://www.cs.berkeley.edu/~daisyw/webdb09.pdf

  18. De, S., Kambhampati, S.: Defining and mining functional dependencies in probabilistic databases, http://arxiv.org/pdf/1005.4714v2

  19. Sarma, A.D., Ullman, J., Widom, J.: Schema design for uncertain databases. In: Proc. of Alberto Mendelzon Workshop on Foundations of Data Management, http://ilpubs.stanford.edu:8090/820/

  20. Fan, W., Libkin, L.: On XML integrity constraints in the presence of DTDs. JACM 49, 368–406 (2002)

    Article  MathSciNet  Google Scholar 

  21. Kimelfeld, B., Sagiv, Y.: Modelling and querying probabilistic XML data. ACM SIGMOD Record 37, 69–77 (2008)

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2012 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Lv, T., He, W., Yan, P. (2012). Uncertain XML Functional Dependencies Based on Tree Tuple Models. In: Bao, Z., et al. Web-Age Information Management. WAIM 2012. Lecture Notes in Computer Science, vol 7419. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-33050-6_33

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-33050-6_33

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-33049-0

  • Online ISBN: 978-3-642-33050-6

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics