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Multiaspect Text Categorization Problem Solving : a Nearest Neighbours Classifier Based Approaches and Beyond

Zadrożny S., Kacprzyk J., Gajewski M.

Journal of Automation Mobile Robotics and Intelligent Systems

2015

Vol. 9, No. 4

58--70

We deal with the problem of the multiaspect text categorization which calls for the classification of the documents with respect to two, in a sense, orthogonal sets of categories. We briefly define the problem, mainly referring to our previous work, and study the application of the k- nearest neighbours algorithm. We propose a new technique meant to enhance the effectiveness of this algorithm when applied to the problem in question. We show some experimental results confirming usefulness of the proposed approach.