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