Title :
Acquisition of Domain Ontology from Relational Schemes Based on Reverse Engineering
Author :
Wang, Hongwei ; Liu, James N K ; Dai, Honghua
Author_Institution :
Sch. of Econ. & Manage., Tongji Univ., Shanghai, China
Abstract :
Acquisition of domain ontology from database has been of catholic concern. This paper, taking relational schemes as example, analyzes how to identify the information about the structure of relational schemes in legacy systems. Then, it presents twelve extraction rules, which facilitate the obtaining of terms and relations from the relational schemes. Finally, it uses the EER diagram to further obtain semantic information from relational schemes for refining ontology model. The development method of domain ontology based on reverse engineering is a supplement to forward engineering. The union of the two development methods is certainly beneficial for the designers of domain ontology.
Keywords :
information analysis; ontologies (artificial intelligence); relational databases; reverse engineering; software maintenance; EER diagram; domain ontology acquisition; forward engineering; information extraction rules; information structure; legacy systems; relational database; reverse engineering; semantic information; Data mining; Databases; Economic forecasting; Fuzzy systems; Humans; Information systems; Knowledge management; Logic; Ontologies; Reverse engineering; domain ontology; relational scheme; reverse engineering;
Conference_Titel :
Fuzzy Systems and Knowledge Discovery, 2009. FSKD '09. Sixth International Conference on
Conference_Location :
Tianjin
Print_ISBN :
978-0-7695-3735-1
DOI :
10.1109/FSKD.2009.526