Title :
A Novel Semantic Discovery Method Using Transaction Requirements in Database Reverse Engineering
Author :
Zhu, Fanwei ; Wu, Minghui ; Lv, Jia ; Ying, Jing
Author_Institution :
Coll. of Comput. Sci. & Technol., Zhejiang Univ., Hangzhou, China
Abstract :
Existing database reverse engineering approaches mainly analyze the database schema, especially the key constraints, to discover the relationships between relations and attributes. However these methods are only effective for direct semantics discovery, while large part of inferred semantics is still missing. This paper proposes a transaction-oriented semantic discovery method which analyzes the transaction requirements supported by a database to explore hidden semantics. Our method relaxes the constraints on normalization of database design to suit for wide range applications, and is effective for discovering transitive relationships, general-specific relationships and master-detail relationships.
Keywords :
database management systems; reverse engineering; transaction processing; database reverse engineering; transaction requirements; transaction-oriented semantic discovery; Computer science; Data analysis; Data engineering; Educational institutions; Erbium; Information analysis; Reverse engineering; Transaction databases; Visual databases; Visualization; database reverse; direct semantics; inferred semantics; transaction;
Conference_Titel :
Information Engineering, 2009. ICIE '09. WASE International Conference on
Conference_Location :
Taiyuan, Chanxi
Print_ISBN :
978-0-7695-3679-8
DOI :
10.1109/ICIE.2009.10