The Effect of Preprocessing on Arabic Document Categorization

The Effect of Preprocessing on Arabic Document Categorization

Preprocessing is one of the main components in a conventional document categorization (DC) framework. This paper aims to highlight the effect of preprocessing tasks on the efficiency of the Arabic DC system. In this study, three classification techniques are used, namely, naive Bayes (NB), k-nearest...

Full description

Bibliographic Details
Main Authors: Abdullah Ayedh, Guanzheng TAN, Khaled Alwesabi, Hamdi Rajeh
Format: Article
Language:English
Published: MDPI AG 2016-04-01
Series:Algorithms
Subjects:
document categorization
text preprocessing
stemming techniques
classification techniques
Arabic language processing
Online Access:http://www.mdpi.com/1999-4893/9/2/27

Similar Items

Similar Items