Skip to main content

Semantic-Based Mappings

  • Conference paper
Conceptual Modeling (ER 2013)

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 8217))

Included in the following conference series:

Abstract

Data translation consists of the task of moving data from a source database to a target database. This task is usually performed by developing mappings, i.e., executable transformations from the source to the target schema. However, it is often the case that a richer description of the target database semantics is available under the form of a conceptual schema. We investigate how the mapping process changes when such a rich conceptualization of the target database is available. As a major contribution, we develop a translation algorithm that automatically rewrites a mapping from the source database schema to the target conceptual schema into an equivalent mapping from the source schema to the underlying target database schema. Experiments show that our approach scales nicely to complex conceptual schemas and large databases.

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. An, Y., Borgida, A., Miller, R., Mylopoulos, J.: A Semantic Approach to Discovering Schema Mapping Expressions. In: ICDE, pp. 206–215 (2007)

    Google Scholar 

  2. An, Y., Song, I.-Y.: Discovering semantically similar associations (sesa) for complex mappings between conceptual models. In: Li, Q., Spaccapietra, S., Yu, E., Olivé, A. (eds.) ER 2008. LNCS, vol. 5231, pp. 369–382. Springer, Heidelberg (2008)

    Chapter  Google Scholar 

  3. Beeri, C., Vardi, M.: A Proof Procedure for Data Dependencies. J.ACM (1984)

    Google Scholar 

  4. Calì, A., Calvanese, D., De Giacomo, G., Lenzerini, M.: Data integration under integrity constraints. Inf. Syst. 29(2), 147–163 (2004)

    Article  Google Scholar 

  5. Calvanese, D., Giacomo, G.D., Lenzerini, M., Rosati, R.: View-based query answering in description logics: Semantics and complexity. J. Comput. Syst. Sci. 78(1), 26–46 (2012)

    Article  MATH  Google Scholar 

  6. Ceri, S., Gottlob, G., Tanca, L.: What you Always Wanted to Know About Datalog (And Never Dared to Ask). IEEE TKDE 1(1), 146–166 (1989)

    Google Scholar 

  7. Deutsch, A., Tannen, V.: Optimization properties for classes of conjunctive regular path queries. In: Ghelli, G., Grahne, G. (eds.) DBPL 2001. LNCS, vol. 2397, pp. 21–39. Springer, Heidelberg (2002)

    Chapter  Google Scholar 

  8. Fagin, R., Kolaitis, P., Miller, R., Popa, L.: Data Exchange: Semantics and Query Answering. TCS 336(1), 89–124 (2005)

    Article  MathSciNet  MATH  Google Scholar 

  9. Fagin, R., Kolaitis, P., Nash, A., Popa, L.: Towards a Theory of Schema-Mapping Optimization. In: PODS, pp. 33–42 (2008)

    Google Scholar 

  10. Fagin, R., Kolaitis, P.G., Popa, L., Tan, W.C.: Composing schema mappings: Second-order dependencies to the rescue. ACM TODS 30(4), 994–1055 (2005)

    Article  Google Scholar 

  11. Lenzerini, M.: Data integration: a Theoretical Perspective. In: PODS (2002)

    Google Scholar 

  12. Marnette, B., Mecca, G., Papotti, P.: Scalable data exchange with functional dependencies. PVLDB 3(1), 105–116 (2010)

    Google Scholar 

  13. Mecca, G., Papotti, P., Raunich, S.: Core Schema Mappings. In: SIGMOD (2009)

    Google Scholar 

  14. Mecca, G., Papotti, P., Raunich, S.: Core Schema Mappings: Scalable Core Computations in Data Exchange. Inf. Syst. 37(7), 677–711 (2012)

    Article  Google Scholar 

  15. Miller, R.J., Haas, L.M., Hernandez, M.A.: Schema Mapping as Query Discovery. In: VLDB, pp. 77–99 (2000)

    Google Scholar 

  16. Nash, A., Bernstein, P.A., Melnik, S.: Composition of mappings given by embedded dependencies. ACM Trans. Database Syst. 32(1), 4 (2007)

    Article  Google Scholar 

  17. Olivé, A.: Conceptual modeling of information systems. Springer (2007)

    Google Scholar 

  18. Poggi, A., Lembo, D., Calvanese, D., Giacomo, G.D., Lenzerini, M., Rosati, R.: Linking data to ontologies. J. Data Semantics 10, 133–173 (2008)

    Google Scholar 

  19. Popa, L., Velegrakis, Y., Miller, R.J., Hernandez, M.A., Fagin, R.: Translating Web Data. In: VLDB, pp. 598–609 (2002)

    Google Scholar 

  20. Queralt, A., Teniente, E.: Reasoning on UML class diagrams with OCL constraints. In: Embley, D.W., Olivé, A., Ram, S. (eds.) ER 2006. LNCS, vol. 4215, pp. 497–512. Springer, Heidelberg (2006)

    Chapter  Google Scholar 

  21. Rivero, C.R., Hernández, I., Ruiz, D., Corchuelo, R.: Generating SPARQL executable mappings to integrate ontologies. In: Jeusfeld, M., Delcambre, L., Ling, T.-W. (eds.) ER 2011. LNCS, vol. 6998, pp. 118–131. Springer, Heidelberg (2011)

    Chapter  Google Scholar 

  22. Sterling, L., Shapiro, E.Y.: The Art of Prolog: Advanced Programming Techniques. MIT Press (1994)

    Google Scholar 

  23. ten Cate, B., Chiticariu, L., Kolaitis, P., Tan, W.C.: Laconic Schema Mappings: Computing Core Universal Solutions by Means of SQL Queries. PVLDB 2(1), 1006–1017 (2009)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2013 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Mecca, G., Rull, G., Santoro, D., Teniente, E. (2013). Semantic-Based Mappings. In: Ng, W., Storey, V.C., Trujillo, J.C. (eds) Conceptual Modeling. ER 2013. Lecture Notes in Computer Science, vol 8217. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-41924-9_22

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-41924-9_22

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-41923-2

  • Online ISBN: 978-3-642-41924-9

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics