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2008 International Symposiums on Information Processing
From Wrapping to Knowledge: Domain Ontology Learning from Deep Web
May 23-May 25
ISBN: 978-0-7695-3151-9
ASCII Text
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Zhiming Cui, Pengpeng Zhao, Wei Fang, Chao Lin, "From Wrapping to Knowledge: Domain Ontology Learning from Deep Web," International Symposiums on Information Processing, pp. 434-438, 2008 International Symposiums on Information Processing, 2008.
 
 
BibTex
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@article{ 10.1109/ISIP.2008.55,
author = {Zhiming Cui and Pengpeng Zhao and Wei Fang and Chao Lin},
title = {From Wrapping to Knowledge: Domain Ontology Learning from Deep Web},
journal ={International Symposiums on Information Processing},
volume = {0},
year = {2008},
isbn = {978-0-7695-3151-9},
pages = {434-438},
doi = {http://doi.ieeecomputersociety.org/10.1109/ISIP.2008.55},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - International Symposiums on Information Processing
TI - From Wrapping to Knowledge: Domain Ontology Learning from Deep Web
SN - 978-0-7695-3151-9
SP434
EP438
A1 - Zhiming Cui,
A1 - Pengpeng Zhao,
A1 - Wei Fang,
A1 - Chao Lin,
PY - 2008
KW - Deep Web
KW - Ontology Learning
VL - 0
JA - International Symposiums on Information Processing
ER -
 
The next generation of the Web, called Semantic Web, has to improve the Web with semantic page annotations to enable knowledge-level querying and searches. However, manual construction of these ontologies is a time consuming and difficult task. In this paper, we describe an automatic extraction method that learns domain ontologies for semantic web from deep web. Our approach first learns a base ontology from deep web query interfaces, then grows the current ontology by probing the sources and discovering additional concepts and instances from the result pages. We have evaluated our approach in several real-world domains. Preliminary results indicate that the proposed extraction method discovers concepts and instances with high accuracy.
Index Terms:
Deep Web, Ontology Learning
Citation:
Zhiming Cui, Pengpeng Zhao, Wei Fang, Chao Lin, "From Wrapping to Knowledge: Domain Ontology Learning from Deep Web," isip, pp.434-438, 2008 International Symposiums on Information Processing, 2008
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