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The impact of web site structure on link analysis

The impact of web site structure on link analysis Purpose – This web mining paper aims at analyzing whether the number of links pointing to a web page is biased by the structure of web sites. Design/methodology/approach – By web‐design mining methods, two collections of web pages are extracted and the in‐links counts are determined by querying web search engines. Findings – The paper finds that the structure bias and pages on a higher hierarchical level are likely to receive more links than other pages. Research limitations/implications – The links are set by web page authors whose behaviour is not yet fully understood and which requires further research. Practical implications – The paper shows that the structure bias of in‐links should be considered by link analysis measures used in search engines. Potential consequences are presented. Originality/value – The number of links toward a web page are considered to be an indicator for the quality of that page. This measure is biased and cannot be solely trusted as a knowledge source for the quality of a page. http://www.deepdyve.com/assets/images/DeepDyve-Logo-lg.png Internet Research Emerald Publishing

The impact of web site structure on link analysis

Internet Research , Volume 17 (2): 11 – Apr 10, 2007

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References (41)

Publisher
Emerald Publishing
Copyright
Copyright © 2007 Emerald Group Publishing Limited. All rights reserved.
ISSN
1066-2243
DOI
10.1108/10662240710737040
Publisher site
See Article on Publisher Site

Abstract

Purpose – This web mining paper aims at analyzing whether the number of links pointing to a web page is biased by the structure of web sites. Design/methodology/approach – By web‐design mining methods, two collections of web pages are extracted and the in‐links counts are determined by querying web search engines. Findings – The paper finds that the structure bias and pages on a higher hierarchical level are likely to receive more links than other pages. Research limitations/implications – The links are set by web page authors whose behaviour is not yet fully understood and which requires further research. Practical implications – The paper shows that the structure bias of in‐links should be considered by link analysis measures used in search engines. Potential consequences are presented. Originality/value – The number of links toward a web page are considered to be an indicator for the quality of that page. This measure is biased and cannot be solely trusted as a knowledge source for the quality of a page.

Journal

Internet ResearchEmerald Publishing

Published: Apr 10, 2007

Keywords: Information retrieval; Internet; Worldwide web

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