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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my.iium.irep.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 REM 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 |
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TK Electrical engineering. Electronics Nuclear engineering Sadi, M.S. Rahman, M.M. Hafizur Horiguchi, Susumu A new algorithm to measure relevance among Web pages |
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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 |
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WIT Press |
publishDate |
2006 |
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http://irep.iium.edu.my/8210/1/WIT_2006.pdf http://irep.iium.edu.my/8210/ http://library.witpress.com/pages/PaperInfo.asp?PaperID=16722 |
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1643606089398222848 |
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13.19449 |