Title :
Application of Ontology-Based Information Integration on BI System
Author :
Tong, Gang ; Sun, Yaohua ; Tang, Jun ; Qin, Kesheng
Author_Institution :
Coll. of Autom. & Electr. Eng., Qingdao Univ. of Sci. & Technol., Qingdao, China
Abstract :
In this paper, due to the demand of heterogeneous data sources integration issue in business intelligent system, an ontology-based information integration middleware is designed, in which uses semantic description as a tool to map heterogeneous data sources to data warehouse, and applies Web ontology language (OWL) to represent the ontologies and the mapping rules. This middleware is designed and realized to resolve the problem of schematic heterogeneity and maintainability in traditional extract, transformation and load (ETL) process. Key technologies applied in the system are discussed.
Keywords :
competitive intelligence; data warehouses; decision support systems; distributed databases; knowledge representation languages; middleware; ontologies (artificial intelligence); BI system; ETL; OWL; Web ontology language; business intelligence system; data warehouse; decision support system; extract transformation load process; heterogeneous data sources integration issue; ontology-based information integration middleware; semantic description; Application software; Bismuth; Companies; Data mining; Data warehouses; Information analysis; Intelligent systems; Middleware; OWL; Ontologies; OWL; business intelligence; information integration; ontology;
Conference_Titel :
Software Engineering, 2009. WCSE '09. WRI World Congress on
Conference_Location :
Xiamen
Print_ISBN :
978-0-7695-3570-8
DOI :
10.1109/WCSE.2009.141