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
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