eprintid: 3841
rev_number: 2
eprint_status: archive
userid: 1
dir: disk0/00/00/38/41
datestamp: 2023-11-09 15:52:06
lastmod: 2023-11-09 15:52:06
status_changed: 2023-11-09 15:47:44
type: conference_item
metadata_visibility: show
creators_name: Rachmania, A.
creators_name: Jaafar, J.
creators_name: Zamin, N.
title: Likelihood calculation classification for Indonesian language news documents
ispublished: pub
keywords: Algorithms; Electrical engineering; Information retrieval; Text processing, Human evaluation; Indonesian documents; Indonesian languages; News domain; Online environments; Text categorization; Text categorization algorithms; Textual documents, Information retrieval systems
note: cited By 1; Conference of 2013 5th International Conference on Information Technology and Electrical Engineering, ICITEE 2013 ; Conference Date: 7 October 2013 Through 8 October 2013; Conference Code:104628
abstract: Text categorization has been an important research area that seeks to classify textual documents into a group of predetermined categories. Unfortunately, the interest towards Indonesian news classification has been very little. In this paper, we propose a text categorization algorithm based on Bracewell method that uses the likelihood calculation between the article and the category's keywords. Through experiments, the algorithm succeeded in classifying Indonesian news corpus with accuracy as high as 93,84 in offline environment, 93,82 in online environment, and 80 benchmarking against human evaluation. © 2013 IEEE.
date: 2013
publisher: IEEE Computer Society
official_url: https://www.scopus.com/inward/record.uri?eid=2-s2.0-84898936522&doi=10.1109%2fICITEED.2013.6676229&partnerID=40&md5=fb623305eb1e73feba1bc604a262d066
id_number: 10.1109/ICITEED.2013.6676229
full_text_status: none
publication: Proceedings - 2013 International Conference on Information Technology and Electrical Engineering: "Intelligent and Green Technologies for Sustainable Development", ICITEE 2013
place_of_pub: Yogyakarta
pagerange: 149-154
refereed: TRUE
citation:   Rachmania, A. and Jaafar, J. and Zamin, N.  (2013) Likelihood calculation classification for Indonesian language news documents.  In: UNSPECIFIED.