Automatic Generation of OWL Ontology from XML Data Source
Nora Yahia, Sahar A. Mokhtar, AbdelWahab Ahmed
TL;DR
This paper introduces a novel method for automatically converting XML data sources into OWL ontologies, enhancing semantic reasoning capabilities for data exchange across domains.
Contribution
It proposes a new automated approach to generate OWL ontologies directly from XML data sources, bridging syntactic data formats with semantic representations.
Findings
Successfully converts XML data to OWL ontologies
Enhances reasoning capabilities in data exchange
Automates ontology generation process
Abstract
The eXtensible Markup Language (XML) can be used as data exchange format in different domains. It allows different parties to exchange data by providing common understanding of the basic concepts in the domain. XML covers the syntactic level, but lacks support for reasoning. Ontology can provide a semantic representation of domain knowledge which supports efficient reasoning and expressive power. One of the most popular ontology languages is the Web Ontology Language (OWL). It can represent domain knowledge using classes, properties, axioms and instances for the use in a distributed environment such as the World Wide Web. This paper presents a new method for automatic generation of OWL ontology from XML data sources.
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Taxonomy
TopicsSemantic Web and Ontologies · Service-Oriented Architecture and Web Services · Advanced Computational Techniques and Applications