DocumentCode :
2582777
Title :
A wrapper induction application with knowledge base support: a use case for initiation and maintenance of wrappers
Author :
Miled, Z.B. ; Farooq, Ali ; Mahoui, Malika ; Li, Nianhua ; Dippold, Mindi ; Bukhres, Omran
Author_Institution :
Dept. of Electr. & Comput. Eng., IUPUI, Indianapolis, IN, USA
fYear :
2005
fDate :
19-21 Oct. 2005
Firstpage :
65
Lastpage :
72
Abstract :
Integrating life science Web databases, while important and necessary, is a challenge for current integration systems mainly due to the large number of these databases, their heterogeneity and the fact that their interfaces may change often. BACIIS, a biological and chemical information integration system, is a tightly coupled federated database system that uses the mediator wrapper method in order to retrieve information from several remote Web databases. BACIIS relies on a semi-automated approach for generating and maintaining wrappers in order to provide a scalable system with a limited maintenance overhead. The semi-automatic wrapper induction in BACIIS is efficient because it is based on, but not limited to a domain knowledge. Tests show that the use of ontology increases the accuracy of the wrapper induction. We also present how the wrapper induction system facilitates wrapper update, and assists in the information extraction. By using a wrapper induction system for creation and maintenance of wrappers, scalability, flexibility, and stability of the integrated information system is easily maintained.
Keywords :
Internet; biology computing; information retrieval systems; knowledge based systems; ontologies (artificial intelligence); BACIIS wrapper induction system; biological-chemical information integration system; information extraction; information retrieval; knowledge base support; life science Web databases; mediator wrapper method; ontology; remote Web databases; semi-automatic wrapper induction; tightly coupled federated database system; Chemicals; Data mining; Database systems; Induction generators; Information retrieval; Information systems; Ontologies; Scalability; Stability; Testing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Bioinformatics and Bioengineering, 2005. BIBE 2005. Fifth IEEE Symposium on
Print_ISBN :
0-7695-2476-1
Type :
conf
DOI :
10.1109/BIBE.2005.11
Filename :
1544450
Link To Document :
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