In this paper, we address the problem of evolving open and independent ontologies, by proposing a novel ontology evolution methodology called H-CHANGE and a set of related techniques. After providing a formal definition of distributed concept, we describe; change detection techniques based on semantic matchmaking for determining the semantics of change; assimilation techniques for evolving ontology metadata according to new incoming external knowledge at different integration levels, ranging from concept merging to concept alignment. Examples of evolving OWL ontologies according to H-CHANGE are also provided

Evolving open and independent ontologies / S. Castano, A. Ferrara, S. Montanelli. - In: INTERNATIONAL JOURNAL OF METADATA, SEMANTICS AND ONTOLOGIES. - ISSN 1744-2621. - 1:4(2006), pp. 235-249. [10.1504/IJMSO.2006.012949]

Evolving open and independent ontologies

S. Castano
Primo
;
A. Ferrara
Secondo
;
S. Montanelli
Ultimo
2006

Abstract

In this paper, we address the problem of evolving open and independent ontologies, by proposing a novel ontology evolution methodology called H-CHANGE and a set of related techniques. After providing a formal definition of distributed concept, we describe; change detection techniques based on semantic matchmaking for determining the semantics of change; assimilation techniques for evolving ontology metadata according to new incoming external knowledge at different integration levels, ranging from concept merging to concept alignment. Examples of evolving OWL ontologies according to H-CHANGE are also provided
Ontology evolution ; ontology matching ; knowledge discovery ; open networked systems ; change semantics ; ontology metadata ; open networks ; ontologies
Settore INF/01 - Informatica
Settore ING-INF/05 - Sistemi di Elaborazione delle Informazioni
2006
Article (author)
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2434/38315
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