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OFAI-TR-2002-33 ( 153kB PDF file)

Web Structure Mining - Exploiting the Graph Structure of the World-Wide Web

Johannes Fürnkranz

The World-Wide Web provides every internet citizen with access to an abundance of information, but it becomes increasingly difficult to identify the relevant pieces of information. Web mining is a new research area that tries to address this problem by applying techniques from data mining and machine learning to Web data and documents. In this paper, we will give a brief overview of Web mining, with a special focus on techniques that aim at exploiting the graph structure of the Web for improved retrieval performance and classification accuracy.

Keywords: Web Mining, Web Structure Mining, Survey

Citation: J. Fürnkranz: Web Structure Mining - Exploiting the Graph Structure of the World-Wide Web, ÖGAI Journal 21(2):17-26, 2002.