Title :
A Method of Building Domain Knowledge Base from XML Based on Semantic Views
Author :
Li, Huayu ; Xu, Jiuyun
Author_Institution :
Coll. of Comput. & Commun. Eng., China Univ. of Pet., Dongying, China
Abstract :
XML Schema lacks sufficient semantics and it becomes an obstacle to integration and sharing of heterogeneous XML data. In order to resolve these problems in well engineering domain, this paper proposes an ontology-based method to build a XML knowledge base called WeKB. In this method, a series of semantic views are defined between domain ontology and XML paths, and each node of XML data is mapped with some semantic views by which all elements of XML data are transformed to OWL instances and populated to WeKB. In addition, by axioms and inference rules, WeKB is also equipped with certain reasoning functions. By practical application, it can provide effective support for decision making in oilfield production.
Keywords :
XML; inference mechanisms; knowledge representation languages; ontologies (artificial intelligence); OWL; WeKB; XML knowledge base; XML path; XML schema; axiom; decision making; domain knowledge; domain ontology; heterogeneous XML data; inference rule; oilfield production; ontology-based method; semantic views; Cognition; Knowledge based systems; OWL; Ontologies; Semantics; Transforms; XML;
Conference_Titel :
Semantics Knowledge and Grid (SKG), 2011 Seventh International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4577-1323-1
DOI :
10.1109/SKG.2011.11