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Web Structure Mining: Exploring Hyperlinks and Algorithms for Information Retrieval

Access Status
Open access
Authors
Ravi, K.
Singh, Ashutosh Kumar
Date
2009
Type
Conference Paper

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Citation
Ravi, Kumar and Singh, Ashutosh Kumar. 2009. Web Structure Mining: Exploring Hyperlinks and Algorithms for Information Retrieval, in CUTSE (ed), CUTSE International Conference 2009, Nov 24 2009. Miri, Malaysia: CSM, Sarawak.
Source Title
Proceedings of CUTSE International Conference 2009
Source Conference
CUTSE International Conference 2009
ISBN
Faculty
Sarawak
Department of Electrical & Computer Engineering
School of Engineering and Science
Miri Campus
School
Curtin Sarawak - Faculty Office
URI
Collection
Abstract

This paper focus on the Hyperlink analysis, the algorithms used for link analysis, compare those algorithms and the role of hyperlink analysis in Web searching. In the hyperlink analysis, the number of incoming links to a page and the number of outgoing links from that page will be analyzed and the reliability of the linking will be analyzed. Authorities and Hubs concept of Web pages will be explored. The different algorithms used for Link analysis like PageRank, HITS (Hyperlink-Induced Topic Search) and other algorithms will be discussed and compared. The formula used by those algorithms will be explored.