ContentsとLinkを考慮したクラスタリング

science network paper

Evaluating Contents-Link Coupled Web Page Clustering for Web Search Results
Yitong Wang, Masaru Kitsuregawa

Proceedings of the 2002 ACM CIKM International Conference on Information and Knowledge Management, McLean, VA, USA, November 4-9, 2002. ACM 2002

Abstract:
…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-link (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.…