e-ISSN : 0975-3397
Print ISSN : 2229-5631
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ABSTRACT

Title : Question Categorization Using SVM Based on Different Term Weighting Methods
Authors : Priyanka G Pillai, Jayasree Narayanan
Keywords : term weighting;question categorization;SVM;
Issue Date : May 2012.
Abstract :
This paper deals with the performance of Question Categorization based on four different term weighting methods. Term weighting methods such as tf*idf, qf*icf, iqf*qf*icf and vrf together with SVM classifier were used for categorization. From the experiments conducted using both linear and nonlinear SVM, term weighting method iqf*qf*icf showed better performance in question categorization than other methods.
Page(s) : 938-944
ISSN : 0975–3397
Source : Vol. 4, Issue.05

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