A new algorithm to measure relevance among Web pages

This paper proposes a new algorithm to measure relevance among Web pages (RWP) using a hybrid method of hyperlink analysis and content analysis. Here we used a new approach to Web searching where the input to the search process is not a set of query terms, rather the URL of a page, and the output i...

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Main Authors:	Sadi, M.S., Rahman, M.M. Hafizur, Horiguchi, Susumu
Format:	Article
Language:	English
Published:	WIT Press 2006
Subjects:	TK Electrical engineering. Electronics Nuclear engineering
Online Access:	http://irep.iium.edu.my/8210/ http://irep.iium.edu.my/8210/ http://irep.iium.edu.my/8210/ http://irep.iium.edu.my/8210/1/WIT_2006.pdf

id	iium-8210
recordtype	eprints
spelling	iium-82102013-07-09T01:00:18Z http://irep.iium.edu.my/8210/ A new algorithm to measure relevance among Web pages Sadi, M.S. Rahman, M.M. Hafizur Horiguchi, Susumu TK Electrical engineering. Electronics Nuclear engineering This paper proposes a new algorithm to measure relevance among Web pages (RWP) using a hybrid method of hyperlink analysis and content analysis. Here we used a new approach to Web searching where the input to the search process is not a set of query terms, rather the URL of a page, and the output is a set of related Web pages. A related Web page is one that addresses the same topic as the original page. Here, the proposed algorithm first uses only the connectivity information in the Web (i.e., the links between pages) and then the content of pages. To evaluate the performance, the algorithm is compared with existing algorithms. Experimental results show that RWP outperforms existing algorithms to find relevant Web pages. RWP increases the search efficiency effectively and enhances the application area of Web related research. WIT Press 2006 Article PeerReviewed application/pdf en http://irep.iium.edu.my/8210/1/WIT_2006.pdf Sadi, M.S. and Rahman, M.M. Hafizur and Horiguchi, Susumu (2006) A new algorithm to measure relevance among Web pages. WIT Transactions on Information and Communication Technologies, 37. pp. 243-251. ISSN 1743-3517 http://library.witpress.com/pages/PaperInfo.asp?PaperID=16722 10.2495/DATA060251
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English
topic	TK Electrical engineering. Electronics Nuclear engineering
spellingShingle	TK Electrical engineering. Electronics Nuclear engineering Sadi, M.S. Rahman, M.M. Hafizur Horiguchi, Susumu A new algorithm to measure relevance among Web pages
description	This paper proposes a new algorithm to measure relevance among Web pages (RWP) using a hybrid method of hyperlink analysis and content analysis. Here we used a new approach to Web searching where the input to the search process is not a set of query terms, rather the URL of a page, and the output is a set of related Web pages. A related Web page is one that addresses the same topic as the original page. Here, the proposed algorithm first uses only the connectivity information in the Web (i.e., the links between pages) and then the content of pages. To evaluate the performance, the algorithm is compared with existing algorithms. Experimental results show that RWP outperforms existing algorithms to find relevant Web pages. RWP increases the search efficiency effectively and enhances the application area of Web related research.
format	Article
author	Sadi, M.S. Rahman, M.M. Hafizur Horiguchi, Susumu
author_facet	Sadi, M.S. Rahman, M.M. Hafizur Horiguchi, Susumu
author_sort	Sadi, M.S.
title	A new algorithm to measure relevance among Web pages
title_short	A new algorithm to measure relevance among Web pages
title_full	A new algorithm to measure relevance among Web pages
title_fullStr	A new algorithm to measure relevance among Web pages
title_full_unstemmed	A new algorithm to measure relevance among Web pages
title_sort	new algorithm to measure relevance among web pages
publisher	WIT Press
publishDate	2006
url	http://irep.iium.edu.my/8210/ http://irep.iium.edu.my/8210/ http://irep.iium.edu.my/8210/ http://irep.iium.edu.my/8210/1/WIT_2006.pdf
first_indexed	2023-09-18T20:17:52Z
last_indexed	2023-09-18T20:17:52Z
_version_	1777407909104189440

A new algorithm to measure relevance among Web pages

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