DMCA
Analysis of Ngram based text categorization for Bangla in a newspaper corpus (2006)
by
Munirul Mansur
,
Naushad Uzzaman
,
Mumit Khan
| Venue: | Proc. of 9th International Conference on Computer and Information Technology (ICCIT 2006 |
| Citations: | 5 - 0 self |
BibTeX
@INPROCEEDINGS{Mansur06analysisof,
author = {Munirul Mansur and Naushad Uzzaman and Mumit Khan},
title = {Analysis of Ngram based text categorization for Bangla in a newspaper corpus},
booktitle = {Proc. of 9th International Conference on Computer and Information Technology (ICCIT 2006},
year = {2006}
}
Share
 |
 |
 |
 |
||
OpenURL
Abstract
In this paper, we study the outcome of using n-gram based algorithm for Bangla text categorization. To analyze the efficiency of this methodology we used one year Prothom-Alo news corpus. Our results show that n-grams of length 2 or 3 are the most useful for categorization. Using gram lengths more than 3 reduces the performance of categorization.
