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A fuzzy semi-supervised support vector machine approach to hypertext categorization

As the web expands exponentially, the need to put some order to its content becomes apparent. Hypertext categorization, that is the automatic classification of web documents into predefined classes, came to elevate humans from that task. The extra information available in a hypertext document poses new challenges for automatic categorization. HTML tags and linked neighbourhood all provide rich information for hypertext categorization that is no available in traditional text classification.

Identiferoai:union.ndltd.org:bl.uk/oai:ethos.bl.uk:494145
Date January 2008
CreatorsBenbrahim, Houda
PublisherUniversity of Portsmouth
Source SetsEthos UK
Detected LanguageEnglish
TypeElectronic Thesis or Dissertation

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