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Blog Classification: Adding Linguistic Knowledge to Improve the K-NN Algorithm
Acte de colloque   Open Access

Blog Classification: Adding Linguistic Knowledge to Improve the K-NN Algorithm

Inès Bayoudh, Nicolas Béchet et Mathieu Roche
5th International Conference on Intelligent Information Processing, Vol.288, pp.68-77
Intelligent Information Processing IV. IIP 2008. IFIP
IIP: Intelligent Information Processing (Beijing, China, 19/10/2008–22/10/2008)
01/10/2008

Résumé

Blogs are interactive and regularly updated websites which can be seen as diaries. These websites are composed by articles based on distinct topics. Thus, it is necessary to develop Information Retrieval approaches for this new web knowledge. The first important step of this process is the categorization of the articles. The paper above compares several methods using linguistic knowledge with k-NN algorithm for automatic categorization of weblogs articles.

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