Gesellschaft für Informatik e.V.

Lecture Notes in Informatics

Information Systems Technology and its Applications, International Conference ISTA'2003, June 19-21, 2003, Kharkiv, Ukraine, Proceedings. P-30, 47-58 (2003).

GI, Gesellschaft für Informatik, Bonn


Mikhail Godlevsky (ed.), Stephen W. Liddle (ed.), Mayr Heinrich C. (ed.)

Copyright © GI, Gesellschaft für Informatik, Bonn


Using neighborhood information for automated categorization of web pages

Nadejda Panteleeva


In this paper we discuss several issues related to the influence of expansion of a Web document representation on quality of topical categorization of Web pages. We consider a Web page expansion by using text content of it's linking pages. We show that naive expansion can grab too much noise and essentially harm categorization results. We present the approach to automated pruning of linking Web pages. We report that using our approach in forming a Web page representation always leads to better results than traditional single Web page categorization.

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GI, Gesellschaft für Informatik, Bonn
ISBN 3-88579-359-8

Last changed 04.10.2013 17:57:48