[go: up one dir, main page]
More Web Proxy on the site http://driver.im/ skip to main content
10.1145/1806338.1806388acmotherconferencesArticle/Chapter ViewAbstractPublication PagesiiwasConference Proceedingsconference-collections
research-article

To provide guidelines for designing new mediation tools and identifying matching technique: a classification framework approach

Published: 14 December 2009 Publication History

Abstract

Ontology matching can be defined as the process of discovering similarities between two ontologies and it can be processed exploiting a number of different techniques. To provide a common conceptual basis, researchers have started to develop classifications to distinguish them. The most significant one is the classification proposed by Shvaiko and Euzenat to compare different existing ontology mediation systems as well as to design a new one. As the classification contains some improper identifications and vague categories, we therefore propose a design and input-specific classification framework of ontology matching techniques to address the above problems based on the findings of the literature survey. The framework provides not only a clear guideline on designing new mediation tool but also an effective method to identify the type of the matching technique and its related executive approach simply by comparing input of mediation system with the input layer in the proposed framework.

References

[1]
Abels, S, Haak, L & Hahn, A, 2005 'Identification of Common Methods Used for Ontology Integration Tasks', In Proceedings of the 1st International ACM Workshop on Interoperability of Heterogeneous Information Systems (IHIS), 4 Nov, Bremen, Germany, pp. 75--78.
[2]
Aumueller, D, Do, H, Massmann, S & Rahm, E, 2005, 'Schema and Ontology Matching with COMA++', In Proceedings of the ACM SIGMOD International Conference on Management of Data, Baltimore, Maryland, pp. 906--908.
[3]
Barwise, J & Seligman, J, 1997, Information Flow: The Logic of Distributed Systems, Cambridge University Press.
[4]
Castano, S, Ferrara, A, Montanelli, S, Hess, GN & Bruno, S, 2007, State of the Art on Ontology Coordination and Matching, BOEMIE Bootstrapping Ontology Evolution with Multimedia Information Extraction Project, FP6-027538 D4.4.
[5]
Di Martino, B, 2006, 'An Ontology Matching Approach to Semantic Web Services Discovery', Lecture Notes in Computer Science (LNCS), Vol. 4331, Springer Verlag, pp. 550--558.
[6]
Do, H & Rahm, E, 2002, 'COMA -- A System for the Flexible Combination of Schema Matching Approaches', In Proceedings of the 28th International Conference on Very Large Databases (VLDB), Aug, Hong Kong, pp. 610--621.
[7]
Doan, A, Madhavan, J, Domingos, P & Halevy, A, 2002, 'Learning to Map between Ontologies on the Semantic Web', In Proceedings of the 11th International Conference on World Wide Web, 7--11 May, Honolulu, Hawaii, USA, pp. 662--673.
[8]
Ehrig, M & Stabb, S, 2004, 'QOM -- Quick Ontology Mapping', Lecture Notes in Computer Science (LNCS), Vol. 3298, Springer Verlag, pp. 683--697.
[9]
Ehrig, M & Sure, Y, 2004, 'Ontology Mapping -- An Integrated Approach', Lecture Notes in Computer Science (LNCS), Vol. 3053, Springer Verlag, pp. 76--91.
[10]
Euzenat, J, Loup, D, Touzani, M & Valtchev, P, 2004, 'Ontology Alignment with OLA', In Proceedings of the 3rd International Workshop on the Evaluation of Ontology-based Tools (EON), Hiroshima, Japan, pp. 333--337.
[11]
Gangemi, A, Guarino, N, Masolo, C & Oltramari, A, 2003, 'Sweetening WordNet with DOLCE, AI Magazine, Vol. 24, No. 3, pp. 13--24.
[12]
Giunchiglia, F & Shvaiko, 2003, 'Semantic Matching', The Knowledge Engineering Review Journal, Vol. 18, No. 3, pp. 265--280.
[13]
Giunchiglia, F, Shvaiko, P, & Yatskevich, M, 2004, 'S-Match: an Algorithm and an Implementation of Semantic Matching', Lecture Notes in Computer Science (LNCS), Vol. 3053, Springer Verlag, pp. 61--75.
[14]
INTEROP, 2004, Ontology Interoperability, State of the Art Report (SOA), WP8ST3 Deliverable, IST-508011.
[15]
Kalfoglou, Y & Schorlemmer, M, 2003, 'IF-Map: An Ontology-Mapping Method based on Information-Flow Theory', Journal on Data Semantics 1, pp. 98--127, Springer Heidelberg.
[16]
Maedche, A, Motik, B, Silva, N & Volz, R, 2002, 'MAFRA -- A Mapping Framework for Distributed Ontologies', Lecture Notes in Computer Science (LNCS), Vol. 2473, Springer Verlag, pp. 235--250.
[17]
McGuinness, D, Fikes, R, Rice, J & Widler, S, 2000, 'An Environment for Merging and Testing Large Ontologies', KR2000: Principles of Knowledge Representation and Reasoning, pp. 483--493.
[18]
Mitra, P, Noy, N & Jaiswal, A, 2005, 'Ontology Mapping Discovery with Uncertainty', Lecture Notes in Computer Science (LNCS), Vol. 3729, Springer Verlag, pp. 537--547.
[19]
Noy, N & Musen, M, 2000, 'PROMPT: Algorithm and tool for automated ontology merging and alignment', In Proceedings of the 17th National Conference on Artificial Intelligence (AAAI), Austin, Texas, USA.
[20]
Noy, N & Musen, M, 2003, 'The PROMPT Suite: Interactive Tools for Ontology Merging and Mapping', International Journal of Human-Computer Studies, Vol. 59, No. 6, pp. 983--1024.
[21]
Prasad, S, Peng, Y & Finin, T, 2002, 'Using Explicit Information to Map between Two Ontologies', In Proceedings of the 1st International Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS), 15--19 July, Bologna, Italy.
[22]
Predoiu, L, Feier, C, Scharffe, F, de Bruijn, J, Martin-Recuerda, F, Manov, D & Ehrig, M, 2006, State-of-the-art Survey on Ontology Merging and Aligning V2, EU-IST Integrated Project (IP) IST-2003-506826 SEKT: Semantically Enabled Knowledge Technologies, University of Innsbruck.
[23]
Rahm, E & Bernstein, P, 2001, 'A Survey of Approaches to Automatic Schema Matching', The International Journal on Very Large Data Bases (VLDB), Vol. 10, No. 1, pp. 334--350.
[24]
Rahm, E, Do, H & MaBmann, 2004, 'Matching Large XML Schemas, SIGMOD Record, Vol. 33, No. 4, pp. 26--31.
[25]
Shvaiko, P, 2004, 'A Classification of Schema-based Matching Approaches', In Proceedings of the Meaning Coordination and Negotiation Workshop (MCN) at the 1st International Semantic Web Conference (ISWC).
[26]
Shvaiko, P & Euzenat, J, 2005, 'A Survey of Schema-based Matching Approaches', Journal on Data Semantics IV, pp. 146--171, Springer Heidelberg.
[27]
Stumme, G & Maedche, A, 2001, 'FCA-MERGE: Bottom-Up Merging of Ontologies', In Proceedings of the 7th International Joint Conference on Artificial Intelligence (IJCAI), Seattle, Washington, USA, pp. 225--230

Cited By

View all
  • (2011)An integration-oriented ontology development methodology to reuse existing ontologies in an ontology development processProceedings of the 13th International Conference on Information Integration and Web-based Applications and Services10.1145/2095536.2095567(174-181)Online publication date: 5-Dec-2011

Recommendations

Comments

Please enable JavaScript to view thecomments powered by Disqus.

Information & Contributors

Information

Published In

cover image ACM Other conferences
iiWAS '09: Proceedings of the 11th International Conference on Information Integration and Web-based Applications & Services
December 2009
763 pages
ISBN:9781605586601
DOI:10.1145/1806338
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

  • Johannes Kepler University

In-Cooperation

Publisher

Association for Computing Machinery

New York, NY, United States

Publication History

Published: 14 December 2009

Permissions

Request permissions for this article.

Check for updates

Author Tags

  1. ontology classification
  2. ontology matching
  3. ontology mediation
  4. standardization on ontology matching classification

Qualifiers

  • Research-article

Conference

iiWAS '09
Sponsor:

Contributors

Other Metrics

Bibliometrics & Citations

Bibliometrics

Article Metrics

  • Downloads (Last 12 months)0
  • Downloads (Last 6 weeks)0
Reflects downloads up to 11 Dec 2024

Other Metrics

Citations

Cited By

View all
  • (2011)An integration-oriented ontology development methodology to reuse existing ontologies in an ontology development processProceedings of the 13th International Conference on Information Integration and Web-based Applications and Services10.1145/2095536.2095567(174-181)Online publication date: 5-Dec-2011

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