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ENHANCED HYPERTEXT CATEGORIZATION USING HYPERLINKS

A method, apparatus, and article of manufacture for a computer implemented hypertext classifier. A new document containing citations to and from other documents is classified. Initially, documents within a neighborhood of the new document are identified. For each document and each class, an initial probability is determined that indicates the probability that the document fits a particular class. Next, iterative relaxation is performed to identify a class for each document using the initial probabilities. A class is selected into which the new document is to be classified based on the initial probabilities and identified classes.

Enhanced hypertext categorization using hyperlinks

https://patents.google.com/patent/US6389436B1/en?q=Improved&q=Text&q=Searching&q=Hypertext&q=Systems&oq=Improved+Text+Searching+in+Hypertext+Systems

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