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A Formal Foundation for Ontology-Alignment Interaction Models

A Formal Foundation for Ontology-Alignment Interaction Models

Marco Schorlemmer, Yannis Kalfoglou, Manuel Atencia
Copyright: © 2007 |Volume: 3 |Issue: 2 |Pages: 19
ISSN: 1552-6283|EISSN: 1552-6291|ISSN: 1552-6283|EISBN13: 9781615204892|EISSN: 1552-6291|DOI: 10.4018/jswis.2007040103
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MLA

Schorlemmer, Marco, et al. "A Formal Foundation for Ontology-Alignment Interaction Models." IJSWIS vol.3, no.2 2007: pp.50-68. http://doi.org/10.4018/jswis.2007040103

APA

Schorlemmer, M., Kalfoglou, Y., & Atencia, M. (2007). A Formal Foundation for Ontology-Alignment Interaction Models. International Journal on Semantic Web and Information Systems (IJSWIS), 3(2), 50-68. http://doi.org/10.4018/jswis.2007040103

Chicago

Schorlemmer, Marco, Yannis Kalfoglou, and Manuel Atencia. "A Formal Foundation for Ontology-Alignment Interaction Models," International Journal on Semantic Web and Information Systems (IJSWIS) 3, no.2: 50-68. http://doi.org/10.4018/jswis.2007040103

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Abstract

Ontology alignment foundations are hard to find in the literature. The abstract nature of the topic and the diverse means of practice make it difficult to capture it in a universal formal foundation. We argue that such a lack of formality hinders further development and convergence of practices, and in particular, prevents us from achieving greater levels of automation. In this article we present a formal foundation for ontology alignment that is based on interaction models between heterogeneous agents on the Semantic Web. We use the mathematical notion of information flow in a distributed system to ground our three hypotheses of enabling semantic interoperability and we use a motivating example throughout the article: how to progressively align two ontologies of research quality assessment through meaning coordination. We conclude the article with the presentation—in an executable specification language—of such an ontology-alignment interac-tion model.

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