DocumentCode :
559995
Title :
A Building Method of XML Knowledge Base Using Domain Ontology
Author :
Li, Huayu ; Zhang, Xiaoming
Author_Institution :
Coll. of Comput. & Commun. Eng., China Univ. of Pet., Dongying, China
Volume :
3
fYear :
2011
fDate :
24-25 Sept. 2011
Firstpage :
256
Lastpage :
259
Abstract :
In order to make best use of massive oilfield XML data which is heterogeneous and distributed, we propose a semantic integration method of building XML Knowledge Base named XML-WeKB. In this method, XML schema is first mapped to a local-Ontology by series of extraction rules, and then XML data is converted into local-Ontology instances to fill XML-WeKB by executing a recursive transformation algorithm. Based on XML-WeKB, semantic query oriented global-Ontology can be achieved by means of building ontology mappings between global-Ontology and local-Ontology. As a data integration solution, it can integrate many XML files flexibly by creating respective mappings and transformation algorithms. Finally, we implement a prototype system which can effectively accomplish semantic interaction between different XML data and provide sufficient data support for decision making in oilfield production.
Keywords :
XML; data integration; knowledge based systems; oil technology; ontologies (artificial intelligence); XML knowledge base; XML schema; XML-WeKB; data integration; decision making; domain ontology; extraction rule; local-ontology instances; oilfield production; ontology map; recursive transformation algorithm; semantic integration method; semantic query oriented global-ontology; transformation algorithm; well engineering knowledge base; Data mining; Knowledge based systems; OWL; Ontologies; Production; Semantics; XML; XML Schema; domain ontology; well engineering;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information Technology, Computer Engineering and Management Sciences (ICM), 2011 International Conference on
Conference_Location :
Nanjing, Jiangsu
Print_ISBN :
978-1-4577-1419-1
Type :
conf
DOI :
10.1109/ICM.2011.25
Filename :
6113632
Link To Document :
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