Nothing Special   »   [go: up one dir, main page]

skip to main content
10.1145/1066157.1066285acmconferencesArticle/Chapter ViewAbstractPublication PagesmodConference Proceedingsconference-collections
Article

Relational data mapping in MIQIS

Published: 14 June 2005 Publication History

Abstract

We demonstrate a prototype of the relational data mapping module of MIQIS, a formal framework for investigating information flow in peer-to-peer database management systems. Data maps constitute effective mappings between structured data sources. These mappings are the `glue' for facilitating large scale ad-hoc information sharing between autonomous peers, and automating their discovery is one of the fundamental unsolved challenges for information interoperability and sharing. Our approach to automating data map discovery utilizes heuristic search within a space delineated by basic relational transformation operators. A novelty of our approach is that these operators include data to metadata transformations (and vice versa). This approach leverages new perspectives on the data mapping problem, and generalizes previous approaches such as token-based schema matching.

References

[1]
Barbançon, F. and D. P. Miranker. Interactive Schema Integration with Sphinx, in Proc. FQAS, pp. 175--190, Lyon, France, 2004.
[2]
Berners-Lee, Tim, James Hendler, and Ora Lassila. The Semantic Web, Scientific American 284(5):34--43, May 2001.
[3]
Bilke, Alexander and Felix Naumann. Schema Matching using Duplicates, in Proc. IEEE ICDE, Tokyo, Japan, 2005.
[4]
Chang, Kevin C.-C., et al. Structured Databases on the Web: Observations and Implications, SIGMOD Record 33(3):61--70, 2004.
[5]
Doan, AnHai, Pedro Domingos, and Alon Halevy. Learning to Match the Schemas of Databases: A Multistrategy Approach, Machine Learning 50(3):279--301, March 2003.
[6]
Gottlob, Georg, C. Koch, R. Baumgartner, M. Herzog, and S. Flesca. The Lixto Data Extraction Project - Back and Forth between Theory and Practice, in Proc. ACM PODS, pp. 1--12, Paris, France, 2004.
[7]
Ives, Zachary G., et al. Piazza: Mediation and Integration Infra-structure for Semantic Web Data, J. Web Sem. 1(2):155--175, 2004.
[8]
Kalfoglou, Yannis and M. Schorlemmer. Ontology Mapping: the State of the Art, Knowledge Engineering Review 18(1):1--31, 2003.
[9]
Kang, Jaewoo and Jeffrey F. Naughton. On Schema Matching with Opaque Column Names and Data Values, in Proc. ACM SIGMOD, pp. 205--216, San Diego, CA, USA, 2003.
[10]
Kementsietsidis, Anastasios, et al. Mapping Data in Peer-to-Peer Systems: Semantics and Algorithmic Issues, in Proc. ACM SIGMOD, pp. 325--336, San Diego, CA, USA, 2003.
[11]
Krishnamurthy, Ravi, et al. Language Features for Interoperability of Databases with Schematic Discrepancies, in Proc. ACM SIGMOD, pp. 40--49, Denver, CO, USA, 1991.
[12]
Lenzerini, Maurizio. Data Integration: A Theoretical Perspective, in Proc. ACM PODS, pp. 233--246, Madison, WI, USA, 2002.
[13]
Litwin, Witold, et al. First Order Normal Form for Relational Databases and Multidatabases, SIGMOD Record 20(4):74--76, 1991.
[14]
Luger, George F. Artificial Intelligence: Structures and Strategies for Complex Problem Solving, 5th Ed., Addison-Wesley, London, 2005.
[15]
Melnik, Sergey. Generic Model Management: Concepts and Algorithms, Springer Verlag LNCS 2967, 2004.
[16]
Miller, Renée J. Using Schematically Heterogeneous Structures, in Proc. ACM SIGMOD, pp. 189--200, Seattle, WA, USA, 1998.
[17]
Miller, Renée J., et al. Schema Mapping as Query Discovery, in Proc. VLDB Conf., pp. 77--88, Cairo, Egypt, 2000.
[18]
Rahm, Erhard and Philip A. Bernstein. A Survey of Approaches to Automatic Schema Matching, VLDB Journal 10(4):334--350, 2001.
[19]
Torlone, Riccardo and Paolo Atzeni. A Unified Framework for Data Translation over the Web, in Proc. IEEE WISE, pp. 350--358, Kyoto, Japan, 2001.
[20]
Wyss, Catharine M. and Edward Robertson. Relational Languages for Metadata Integration, ACM TODS, to appear June 2005.
[21]
Wyss, Catharine M., et al. MIQIS: Modular Integration of Queryable Information Systems, in Proc. VLDB Workshop IIWeb, pp. 136--140, Toronto, Canada, 2004.

Cited By

View all
  • (2009)Putting Feedback into Incremental Schema MatchingProceedings of the 2009 WRI World Congress on Software Engineering - Volume 0410.1109/WCSE.2009.373(332-336)Online publication date: 19-May-2009
  • (2008)Enabling the interoperability of large-scale legacy systemsProceedings of the 20th national conference on Innovative applications of artificial intelligence - Volume 310.5555/1620138.1620149(1679-1684)Online publication date: 13-Jul-2008
  • (2006)Putting context into schema matchingProceedings of the 32nd international conference on Very large data bases10.5555/1182635.1164155(307-318)Online publication date: 1-Sep-2006
  • Show More Cited By
  1. Relational data mapping in MIQIS

    Recommendations

    Comments

    Please enable JavaScript to view thecomments powered by Disqus.

    Information & Contributors

    Information

    Published In

    cover image ACM Conferences
    SIGMOD '05: Proceedings of the 2005 ACM SIGMOD international conference on Management of data
    June 2005
    990 pages
    ISBN:1595930604
    DOI:10.1145/1066157
    • Conference Chair:
    • Fatma Ozcan
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

    Sponsors

    Publisher

    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 14 June 2005

    Permissions

    Request permissions for this article.

    Check for updates

    Qualifiers

    • Article

    Conference

    SIGMOD/PODS05
    Sponsor:

    Acceptance Rates

    Overall Acceptance Rate 785 of 4,003 submissions, 20%

    Contributors

    Other Metrics

    Bibliometrics & Citations

    Bibliometrics

    Article Metrics

    • Downloads (Last 12 months)2
    • Downloads (Last 6 weeks)0
    Reflects downloads up to 19 Nov 2024

    Other Metrics

    Citations

    Cited By

    View all
    • (2009)Putting Feedback into Incremental Schema MatchingProceedings of the 2009 WRI World Congress on Software Engineering - Volume 0410.1109/WCSE.2009.373(332-336)Online publication date: 19-May-2009
    • (2008)Enabling the interoperability of large-scale legacy systemsProceedings of the 20th national conference on Innovative applications of artificial intelligence - Volume 310.5555/1620138.1620149(1679-1684)Online publication date: 13-Jul-2008
    • (2006)Putting context into schema matchingProceedings of the 32nd international conference on Very large data bases10.5555/1182635.1164155(307-318)Online publication date: 1-Sep-2006
    • (2005)Discovering complex mapping expressions with the TUPELO data mapping systemProceedings of the first international workshop on Interoperability of heterogeneous information systems10.1145/1096967.1096982(71-74)Online publication date: 4-Nov-2005
    • (2005)The Data Mapping ProblemProceedings of the 21st International Conference on Data Engineering Workshops10.1109/ICDE.2005.293Online publication date: 5-Apr-2005

    View Options

    Login options

    View options

    PDF

    View or Download as a PDF file.

    PDF

    eReader

    View online with eReader.

    eReader

    Media

    Figures

    Other

    Tables

    Share

    Share

    Share this Publication link

    Share on social media