Journal of Japan Society for Fuzzy Theory and Intelligent Informatics
Online ISSN : 1881-7203
Print ISSN : 1347-7986
ISSN-L : 1347-7986
Original Papers
Improvement of a Re-ranking Method for Web Search Based on Mutual Evaluation among Web Pages
Hirokazu ARATANIShigeru FUJITAKenji SUGAWARA
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2006 Volume 18 Issue 2 Pages 196-212

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Abstract
We have studied ranking methods to retrieve web pages easily and precisely based on the mutual evaluation method we proposed. A problem in the method is that the precision of ranking of the retrieved web pages is still low when the percentage of pages which math the requirement in the set of them is under 15%. In this paper, we have improved the precision of it in the case mentioned above, introducing a heuristic function to evaluate the strength of match between a page and a requirement combining with a function to summarize texts included in pages to the conventional method we proposed. The improvement of the precision is validated by an objective experimental test which was proposed and developed in the third workshop on NTCIR. The result shows that the proposed ranking methods outputs better ranking of retrieved web pages than experiments of other ranking systems using the same test collection provided by the NTCIR, from the DCG's point of view.
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© 2006 Japan Society for Fuzzy Theory and Intelligent Informatics
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