NDLI: Evaluating contents-link coupled web page clustering for web search results

Content Provider	ACM Digital Library
Author	Kitsuregawa, Masaru Wang, Yitong
Abstract	Clustering is currently one of the most crucial techniques for dealing (e.g. resources locating, information interpreting) with massive amount of heterogeneous information on the web. Unlike clustering in other fields, web page clustering separates unrelated pages and clusters related pages (to a specific topic) into semantically meaningful groups, which is useful for discrimination, summarization, organization and navigation of unstructured web pages. We have proposed a contents-link coupled clustering algorithm that clusters web pages by combining contents and link analysis. In this paper, we particularly study the effects of out-links (from the web pages), in-links (to the web page) and terms on the final clustering results as well as how to effectively combine these three parts to improve the quality of clustering results. We apply it to cluster web search results. Preliminary experiments and evaluations are conducted on various topics. As the experimental results show, the proposed clustering algorithm is effective and promising.
Starting Page	499
Ending Page	506
Page Count	8
File Format	PDF
ISBN	1581134924
DOI	10.1145/584792.584875
Language	English
Publisher	Association for Computing Machinery (ACM)
Publisher Date	2002-11-04
Publisher Place	New York
Access Restriction	Subscribed
Subject Keyword	Co-citation Coupling Snippet Anchor window
Content Type	Text
Resource Type	Article

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Evaluating contents-link coupled web page clustering for web search results