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» Learning Approaches to Wrapper Induction
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FLAIRS
2001
13 years 5 months ago
Learning Approaches to Wrapper Induction
Thenumber,the size, andthe dynamicsof lntemetinformationsourcesbears abundantevidenceof the need of automationin informationextraction(IE). Thispaper deals withthe questionof hows...
Gunter Grieser, Steffen Lange
IJCAI
2003
13 years 5 months ago
Active Learning with Strong and Weak Views: A Case Study on Wrapper Induction
Multi-view learners reduce the need for labeled data by exploiting disjoint sub-sets of features (views), each of which is sufficient for learning. Such algorithms assume that eac...
Ion Muslea, Steven Minton, Craig A. Knoblock
DILS
2009
Springer
13 years 11 months ago
Site-Wide Wrapper Induction for Life Science Deep Web Databases
We present a novel approach to automatic information extraction from Deep Web Life Science databases using wrapper induction. Traditional wrapper induction techniques focus on lear...
Saqib Mir, Steffen Staab, Isabel Rojas
ECML
2001
Springer
13 years 9 months ago
Wrapping Web Information Providers by Transducer Induction
Modern agent and mediator systems communicate to a multitude of Web information providers to better satisfy user requests. They use wrappers to extract relevant information from HT...
Boris Chidlovskii
WISE
2005
Springer
13 years 10 months ago
Extracting Web Data Using Instance-Based Learning
This paper studies structured data extraction from Web pages, e.g., online product description pages. Existing approaches to data extraction include wrapper induction and automatic...
Yanhong Zhai, Bing Liu