DocumentCode
2261062
Title
DESP: An Automatic Data Extractor on Deep Web Pages
Author
Ma, Ji ; Shen, Derong ; Nie, Tiezheng
Author_Institution
Dept. of Comput. Sci. & Eng., Northeastern Univ., Shenyang, China
fYear
2010
fDate
20-22 Aug. 2010
Firstpage
132
Lastpage
136
Abstract
We present DESP, an automatic data extractor on Deep Web pages for book domain, which can extract data items and label attributes at the same time. The case of DESP is to extract books´ information such as title, author, price and publisher from result pages returned from bookstore web sites. Although DESP is for a specific domain, the method used by DESP is highly adaptive and can suit other domains. The system consists of two parts, one is Data Record Locater, the Modified Data Locating algorithm used by it overcomes the shortcoming of the MDR algorithm, the other is Attribute Labeler, and the Detect Combine algorithm makes the data item have a more explicit meaning.
Keywords
Internet; Web sites; information retrieval; DESP; attribute labeler; automatic data extractor; book domain; books information extracttion; bookstore Web sites; data record locater; deep Web pages; detect combine algorithm; modified data locating algorithm; Data mining; HTML; Hidden Markov models; Labeling; USA Councils; Web pages; Web; edit distance; string similarity algorithm;
fLanguage
English
Publisher
ieee
Conference_Titel
Web Information Systems and Applications Conference (WISA), 2010 7th
Conference_Location
Hohhot
Print_ISBN
978-1-4244-8440-9
Type
conf
DOI
10.1109/WISA.2010.15
Filename
5581384
Link To Document