Similarity for Ontologies - a Comprehensive Framework

return to the website
by Marc Ehrig, Peter Haase, Mark Hefke, Nenad Stojanovic
Abstract:
In this paper we present a comprehensive framework for measuring similarity within and between ontologies as a basis for the collaboration across various application fields. In order to define such a framework, we base our work on an abstract ontology model that allows to adhere to various existing and evolving ontology standards. The main characteristics of the framework is its layered structure: We have defined three levels on which the similarity between two entities (concepts or instances) can be measured: data layer, ontology layer, and context layer, that cope with the data representation, ontology meaning and the usage of these entities, respectively. In addition, in each of the layers corresponding background information is used in order to define the similarity more precisely.
Reference:
Similarity for Ontologies - a Comprehensive Framework (Marc Ehrig, Peter Haase, Mark Hefke, Nenad Stojanovic), In Workshop Enterprise Modelling and Ontology: Ingredients for Interoperability, at PAKM, 2004.
Bibtex Entry:
@inproceedings{Ehrig,
abstract = {In this paper we present a comprehensive framework for measuring similarity within and between ontologies as a basis for the collaboration across various application fields. In order to define such a framework, we base our work on an abstract ontology model that allows to adhere to various existing and evolving ontology standards. The main characteristics of the framework is its layered structure: We have defined three levels on which the similarity between two entities (concepts or instances) can be measured: data layer, ontology layer, and context layer, that cope with the data representation, ontology meaning and the usage of these entities, respectively. In addition, in each of the layers corresponding background information is used in order to define the similarity more precisely.},
author = {Ehrig, Marc and Haase, Peter and Hefke, Mark and Stojanovic, Nenad},
booktitle = {Workshop Enterprise Modelling and Ontology: Ingredients for Interoperability, at PAKM},
keywords = {SML-LIB-BIBLIO,lang:ENG},
mendeley-tags = {SML-LIB-BIBLIO,lang:ENG},
title = {{Similarity for Ontologies - a Comprehensive Framework}},
year = {2004}
}
Powered by bibtexbrowser