Proceedings of the First International Conference on Computer Supported Education 2009
DOI: 10.5220/0001834300050009
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Exploring Basque Document Categorization for Educational Purposes Using Lsi

Abstract: In the process of preparing learning material for Computer Supported Learning Systems (CSLSs), one of the first steps involves finding documents relevant to the topics and to the students. This requires documents to be categorized according to some criteria. In this paper we analyze the behaviour of classification techniques such as Naïve Bayes, Winnow, SVMs and k-NN, together with lemmatization and noun selection, in the categorization of documents written in Basque. In a second experiment, we study the effec… Show more

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