Title :
Ontology Automatic Constructing Based on Relational Database
Author :
Liu, Peng ; Wang, Xiaoying ; Bao, Aihua ; Wang, Xiaoxuan
Author_Institution :
Command Autom. Inst., PLA Univ. of Sci. & Technol., Nanjing, China
Abstract :
Ontologies are often used to achieve interoperability between the nodes in the grid and the cloud. At present, most ontologies are built manually by the experts in the field. A new method aiming at ontology learning based on relational database is proposed. By analyzing the schema of relational database, a group of rules of transition from relational schema to OWL are established. Then a framework for extracting ontology from relational database is proposed. Based on the above work, a heterogeneous data integration based semantic prototype system is designed and implemented. Finally, strong and firm support to applications has been provided.
Keywords :
learning (artificial intelligence); ontologies (artificial intelligence); relational databases; Web ontology language; heterogeneous data integration; ontology construction; ontology learning; relational database; Extraction; Ontology; Ontology Learning; Relational Database;
Conference_Titel :
Grid and Cooperative Computing (GCC), 2010 9th International Conference on
Conference_Location :
Nanjing
Print_ISBN :
978-1-4244-9334-0
Electronic_ISBN :
978-0-7695-4313-0
DOI :
10.1109/GCC.2010.86