DocumentCode :
1653710
Title :
Wrapper Generation for Overlapping Web Sources
Author :
Bronzi, Mirko ; Crescenzi, Valter ; Merialdo, Paolo ; Papotti, Paolo
Author_Institution :
Dipt. di Inf. ed Autom., Univ. degli Studi Roma Tre, Rome, Italy
Volume :
1
fYear :
2011
Firstpage :
32
Lastpage :
35
Abstract :
Exploiting the huge amount of data available on the Web involves the generation of wrappers to extract data from web pages. We argue that existing approaches for web data extraction from data-intensive websites miss the opportunities related to the presence of redundant information on the Web. We propose an innovative approach that aims at pushing further the level of automation of existing wrapper generation systems by leveraging the redundancy of data on the Web. An experimental evaluation of the proposed solution shows a relevant improvement for the precision of the extracted data, without a significant loss in the recall.
Keywords :
Web sites; data mining; information retrieval; Web data extraction; Web sources; data-intensive Websites; wrapper generation; Crawlers; Data mining; Feature extraction; Generators; HTML; Measurement; Redundancy; web data extraction; wrapper generation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Web Intelligence and Intelligent Agent Technology (WI-IAT), 2011 IEEE/WIC/ACM International Conference on
Conference_Location :
Lyon
Print_ISBN :
978-1-4577-1373-6
Electronic_ISBN :
978-0-7695-4513-4
Type :
conf
DOI :
10.1109/WI-IAT.2011.160
Filename :
6040492
Link To Document :
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