Title :
Schema matching using neural network
Author :
Li, You ; Liu, Dong-Bo ; Zhang, Wei-Ming
Author_Institution :
Dept. of Manage. Sci. & Eng., Nat. Univ. of Defense Technol., Changsha, China
Abstract :
Schema matching plays a key role in data integration, data warehouse and e-business. This paper introduces a schema matching method SMDD based on neural network. By analyzing the characteristics of data distribution, it automatically fulfills the task of schema matching. It can be used independently or as a supplement of other schema matching methods. SMDD can improve the accuracy of schema matching from the point of view of data contents.
Keywords :
data handling; data integrity; neural nets; pattern matching; SMDD; data content; data distribution; data integration; data warehouse; e-business; neural network; schema matching; Data analysis; Data engineering; Data warehouses; Databases; Educational institutions; Engineering management; Large-scale systems; Neural networks; Systems engineering and theory; Technology management;
Conference_Titel :
Web Intelligence, 2005. Proceedings. The 2005 IEEE/WIC/ACM International Conference on
Print_ISBN :
0-7695-2415-X
DOI :
10.1109/WI.2005.129
